AI Tools Directory

Kling VIDEO 3.0 generates native 4K with native audio and multi-shot continuity. Its official credit guide prices 4K at 30 credits per second, with top-ups at $1 for 66 credits. Basic is $0 forever but grants no credits and no commercial rights; Standard shows $10/month for 660 credits, Pro $37 for 3,000, Premier $92 for 8,000 and Ultra $180 for 26,000, all with a first-month discount that renews at list price

Warp 2.0 turns the terminal into an Agentic Development Environment, orchestrating local agents, cloud agents and external CLI agents from one surface. Free is $0 with Warp Agent CLI and bring-your-own inference, Build is $20/month with $20 of agent usage, Max is $200/month with $200 of usage, and Business is $50/seat ($45 annual) for up to 25 seats with SAML SSO and BYO keys; Enterprise adds self-hosted cloud agents

TwelveLabs pairs Marengo multimodal video embeddings with Pegasus video-to-text analysis. The Free plan grants a cumulative 600 minutes of indexing with no credit card and keeps indexes for 90 days; Developer bills per use at $2.50/hour indexing, $0.09/hour embedding infrastructure, $4 per 1,000 search queries and $1.75/hour of analyzed video plus per-token output

Vapi is a developer-first voice agent platform charging $0.05 per minute for hosting while STT, LLM, TTS and telephony pass through at provider cost, so the effective rate depends on your model picks. Usage billing starts at $0 with 4 concurrent calls, 2 organizations and 1 number; HIPAA is $2,000/month, extra concurrency $10 per line, extra organizations $20 each, and telephony passthrough goes as low as about $0.0055/min

HeyGen's Avatar IV turns a photo into a talking avatar with dubbing and lip sync across 175+ languages. Free covers 3 videos a month up to 1 minute, 1 custom avatar and 30+ languages; Creator is $29/month for 600 credits, 30-minute videos, 1080p, voice cloning and 175+ languages; Pro is $49/month for 1,000 credits with 4K export and a customizable allowance, plus a ChatGPT plugin for in-chat production

Hold a hotkey and speak — AI strips filler words and repetition, then inserts clean written text into any app. The free Basic plan allows about 2,000 words per week on desktop and 1,000 on iPhone (Android currently unlimited); Pro is $15/month ($12/month billed annually) and adds 100+ languages, custom vocabulary and voice rewrite commands, with a 14-day trial for new users

Moonshot AI's slide generator inside the Kimi platform: give it a topic, document or screenshot and Kimi K3 (2.8T parameters, 1M-token context) builds a complete deck that exports as an editable .pptx rather than a locked PDF, with traceable citations and an editor offering comments and version history. The platform is hosted in China, so verify compliance before uploading confidential material

One key, one balance and one OpenAI-compatible endpoint for 416+ models from Anthropic, OpenAI, Google, DeepSeek, Meta, Mistral and xAI. Pay-per-token with no monthly fee and non-expiring credits; provider prices are passed through with no markup, though buying credits costs 5.5% and BYOK usage beyond the free threshold is billed, while free models are rate-limited. Great for model comparisons and routing, lighter on enterprise governance

A bot-free AI meeting note taker that captures system audio and shows your scratchpad notes beside the AI-enhanced version. The free Basic plan has unlimited notes but only a rolling 30-day history window; Business is $14/user/month with full history and Notion, Zapier and CRM integrations, Enterprise from $35. Desktop only, no web app, all tiers billed monthly

A Mac-native desktop assistant from Y Combinator's Spring 2026 batch that lives beside your cursor: hold Control + Option and speak, and it sees your screen and points an animated cursor at the button you need. Say HeyClicky Agent to launch background research, tidy notes and calendars, or even build a Mac app. Voice-first with zero setup, built for everyday users rather than developers, and free to try

Software engineer Brandon Thomas released ArtCraft in October 2026: a free, open-source desktop creative suite of seven apps modelled on Adobe (PhotoCraft for Photoshop, LightCraft for Lightroom, FilmCraft for Premiere, VectorCraft for Illustrator), all written in Rust with help from Claude Opus 5.5, built as clean-room implementations and running natively on macOS, Windows and Linux. The same author then released GridCraft, DeckCraft and WordCraft as free Office alternatives, though ArtCraft's own roadmap rates PhotoCraft at roughly 45% practical usability - useful for light editing, not yet for professional delivery

OpenAI shipped Codex CLI 0.163.0 to general availability on 15 October 2026. The headline change makes mid-response steering the default, so you can add a follow-up while the agent is still generating and it redirects immediately; interrupting a turn stops active Code Mode cells and their nested tool calls. The release also adds a searchable /config panel, a leader-key shortcut scheme and parallel read-only lookups, and fixes daily friction around DNS and proxy connectivity, duplicate Host headers, credential aliases, Windows paste and the WSL clipboard

On 15 October 2026 OpenAI brought computer use to its ChatGPT Chrome extension: in Chat mode it gathers information across your open tabs to compare and summarise, while Work mode operates those tabs - sending messages, filling forms, downloading files and grouping tabs - running in the background without taking over the session. OpenAI says the extension has roughly 7 million users and framed the update as bringing computer use to everyone who uses Chrome, continuing the sidebar and tab features of the retired Atlas browser

BAND launched BAND for Developers on 15 October 2026, a desktop app for coordinating, monitoring and managing multiple AI coding agents running across development tools, machines and environments. It organises activity by project and agent, showing task ownership, current activity, blockers, open questions and progress, lets you drill from the overview into a single agent to intervene and then return to the broad picture, and supports context exchange, division of work and handoffs across environments without standardising on one agent stack; a terminal and CLI experience is also available

SolarWinds unveiled Avior on 14 October 2026: a standalone agentic AI system that uses goal-driven agents to take on first-line enterprise IT operations, an approach the company calls deterministic agentic AI - AI reasoning paired with a deterministic execution framework spanning risk-tiered autonomy, approval gates and full audit trails. Network capabilities include correlating related alerts into a single incident, detecting configuration drift, auditing devices against compliance baselines, managing configuration backups, tracking capacity and identifying obsolete assets. Autonomy comes in three levels - assistive, human-in-the-loop and fully autonomous within customer-defined controls - and the first release is guided early access for network engineers on Observability Self-Hosted

Meta Superintelligence Labs released the open weights of Muse Spark on 15 October 2026: an 816B-parameter mixture-of-experts model with about 42B active per token, a 1M-token context window and native text, image, video and audio input. Meta calls it the most capable US open-weight model to date and says it was optimised with Apple for MLX on M5 Ultra Mac Studios

On 15 October 2026 Anthropic moved Code Review, the automated pull-request reviewer in Claude Code, out of research preview: it is now generally available to Claude Team and Enterprise organisations, Anthropic says most reviews finish about 3x faster (roughly 20 minutes down to 6 to 10 minutes), and admins pick Quick, Standard (default) or Deep per repository

NVIDIA announced on 16 October 2026 that RTX Spark laptops are available: up to 128GB of unified memory and 1 petaflop of FP4 AI performance to run large language models and AI agents locally, rolling out from ASUS, Dell, HP, Lenovo, Microsoft and MSI, with day-one support that NVIDIA says includes running Hermes and OpenClaw agents

In an official blog post on 15 October 2026 Google announced updates across AI Search: more inline links placed higher in AI responses, a test that surfaces official website links in a dedicated section at the top of a response, news carousels rolling out to more locations and languages with Preferred Sources highlighted, related-article links with image thumbnails, and clickable creator names on video results that open Search profiles

On 15 October 2026 Black Forest Labs released the open weights of FLUX 3 Image Klein: a 5.6B-parameter image model for text-to-image generation, image editing and multi-reference generation with up to 10 reference images that keeps native 4K output, pixel-perfect editing and bounding boxes, with an INT8 build that BFL says runs on GeForce RTX cards with as little as 8GB of VRAM through ComfyUI or Diffusers

In an official blog post on 15 October 2026, Cloudflare and OpenAI shared the first results of their content discovery research pilot: Cloudflare says the pilot used a participating cohort of about 1% of its total network and has enabled OpenAI to discover and index hundreds of millions of new web pages. Cloudflare says filtering pages that do not exist, redirect elsewhere or duplicate content, plus change signals telling a crawler when a page is worth another visit, cut wasted crawling - and it is testing page-level flags for a single compromised page, such as a planted fake login form, rather than penalising a whole domain. Cloudflare states that a signal about a page does not grant permission to access it, that the research uses metadata about the web rather than sharing page content for model training, and that site owners can use Cloudflare's AI Crawl Control to manage AI access.

Google announced in its official blog on 15 October 2026 that more than 400 publications worldwide now participate in its News AI pilot programme: Google says participation has kept growing since it launched the programme a year ago with partners such as The Washington Examiner and The Washington Post, and that the newest partners range from global outlets like Axios, CNN, The Financial Times and Forbes to US local publishers such as Post and Courier, Texas Tribune, Oil City News and Shaw Media. Google says this is a licensing programme in which it pays participating news publications for the delivery and use of enhanced content to develop new AI features, for example in-depth article overviews on Google News publisher pages and customisable audio briefings, all with clear attribution and direct links.

Anthropic announced on 14 October 2026 that it is opening a new office in Singapore - its fifth in Asia-Pacific - and signing a Memorandum of Understanding with Singapore's Ministry of Digital Development and Information (MDDI). Anthropic says the MOU sets out cooperation in AI safety, security and model evaluation; research on AI adoption and its impact; and responsible adoption across the public and private sectors, and that it was signed by MDDI Permanent Secretary Kai Fong Chng and Anthropic co-founder Ben Mann on the sidelines of Singapore International Cyber Week. Anthropic says Singapore ranks second of 121 countries in Claude.ai usage relative to population, at nearly six times what its size alone would predict, that more than 1,500 GovTech Singapore engineers and technical staff have adopted Claude Code, and that the relationship goes back to the 2023 Generative AI Evaluation Sandbox.

Liquid AI released LFM2.5-24B-A2B on 13 October 2026: Liquid AI says it is a 24B-parameter MoE reasoning model with just 2B active parameters per token, built for fast, private agents on-device and the largest and final model in the LFM2.5 family. Liquid AI says it keeps 40 layers, 64 experts per MoE block with top-4 routing and a hybrid of gated short convolutions and GQA, extends the context window from 32K to 131K tokens and doubles the vocabulary from 65K to 128K, and scales pretraining from 17T to 33T tokens. Liquid AI says it runs up to 1.7x faster than comparable MoEs on-device, reaching 184 tokens/s on an Apple M5 Max and up to about 21K output tokens/s on a single NVIDIA B300 GPU, and is competitive with Qwen3.6-35B-A3B - roughly 50% more total and active parameters - on five of eight agentic benchmarks (LiveClaw 48.09 versus 38.19). Base and post-trained models are open-weight on Hugging Face.

Hugging Face announced Llama Windows on 13 October 2026: Hugging Face says it is a free and open source Windows 11 app that puts llama.cpp in your system tray, letting you pick a model from the Hugging Face Hub, download it in one click and run it locally with no terminal, no build step and no admin rights. Hugging Face says it is the Windows counterpart to llama.app on macOS, a native WinUI3 app embracing Fluent Design whose tray icon opens a compact flyout, and that it launches with native support for Windows on Arm and the new NVIDIA RTX Spark - Hugging Face worked with NVIDIA to be ready on day one, with llama.cpp running models on the RTX Spark GPU. Hugging Face says everything runs on device so prompts and data stay on your PC; the code is open source at ggml-org/Llama-Windows and the app is available at llama.app.

Oracle NetSuite announced NetSuite QuickStart on 14 October 2026: NetSuite says it is a free AI-first financial platform built for early-stage technology startups, with embedded AI and teams of AI agents automating accounting, banking, accounts receivable, accounts payable and subscription management while proactively surfacing key insights such as software industry metrics. NetSuite says founders can establish a strong financial foundation within minutes and can use Model Context Protocol to engage with trusted QuickStart data through the AI tools they already use, including Claude and ChatGPT.

Druid AI announced on 14 October 2026 that it expanded its enterprise agentic AI platform: Druid says the release adds purpose-tuned voice models plus agent interoperability, governance and evaluation capabilities that help enterprises move AI agents from experimentation into governed production workflows. Druid says Druid MCP connects external agents to line-of-business applications while keeping orchestration, governance and business logic inside the platform, and that enterprises can orchestrate agents built with Copilot Studio, Claude SDK, OpenAI SDK and LangChain. Druid also says its AI agent reference model defines 26 inspectable, measurable components.

Scytale launched Scytale MCP on 13 October 2026: Scytale says it is a Model Context Protocol server that connects a customer's AI tools directly to their compliance program, letting Claude, ChatGPT or the customer's own internal agent query frameworks, audits, controls, monitoring, policies, risks, tasks and vendors in plain language and get live answers. Scytale says the connection is secure and scoped by design, and that the next phase adds a single, scoped write capability that lets an AI tool attach evidence.

Railtown AI launched Conductr Agent Runtime on 13 October 2026: Railtown says it is a new deployment capability within the Conductr platform that brings its Railengine data infrastructure and Conductr observability together with a new agent deployment environment, unifying Build, Feed, Deploy and Observe. Railtown says developers can build agents with its open-source Railtracks Agent Development Kit, and that it is developing an agent-sharing capability with a proposed revenue-sharing model for developers.

Manus announced a collaboration with OPPO on 13 October 2026: Manus says its agentic capabilities will be integrated into OPPO AI Mind Pilot's new Agent Mode, debuting on the OPPO Find X10 Series with ColorOS 17, turning multi-step, cross-app tasks such as organising a trip or consolidating files into ready-to-use results. Manus says local tasks are handled by on-device models with the original content remaining on the device and not shared with Manus, and that explicit confirmation is requested before any external processing.

Samsara announced Agent Studio on 13 October 2026: Samsara says it is a no-code AI agent platform designed specifically for physical operations, giving customers prebuilt AI agents and a builder for custom chat and voice agents tailored to their operations. Samsara says adoption on its platform has accelerated 7x since June and that it is the first platform for physical operations to offer both.

Workday announced on 13 October 2026 that its Trusted Agent Platform is now headless, letting customers build, run and govern HR and finance agents with the development tools and models they choose, while every agent works under the same Workday permissions, approvals and audit trails. Agent-Ready Tools, Workday Data Cloud, Developer Agent, Custom Agents and Agent Harness are all generally available.

Digits launched Write MCP on 13 October 2026: a major update to its free MCP server that lets customers' own AI agents create, update and delete general-ledger records rather than only read them. Digits says it is built on its new Locked Periods, so once a period is locked every proposed edit goes to a proposal and review queue and only posts once an admin approves.

Toptal announced ExpertCrowd on 13 October 2026: Toptal says it is a platform for training and improving AI models and systems through RLHF, RL data generation, data labelling and model evaluation, powered by more than 30,000 specialised domain experts across 140+ countries. Toptal also released the ExpertCrowd-SWE benchmark, which it says spans 87 codebases in 11 programming languages and evaluates state-of-the-art coding agents.

In an official technical blog on 13 October 2026, NVIDIA said it is making the full NVIDIA Run:ai platform available as open source software as the foundation for AI workload and GPU orchestration within the NVIDIA DSX AI Factory Platform. NVIDIA says the release includes four components that can be adopted independently - KAI Scheduler, GPU Fractioning Operator, KAI Resource Management and Workload Map - and that eight DSX ecosystem partners are integrating it.

Meta announced Muse Wonder and Muse Wonder Full in its official newsroom on 12 October 2026: Meta says these are its most capable models to date, built for personal and professional agentic tasks, with official examples including navigating an insurance claim, making sense of a lease and building a working app. Meta says Muse Wonder is available today for developers and builders through the Meta Model API and Muse Code, while the more capable Muse Wonder Full is available today only to Muse Code subscribers; Muse Wonder will soon power more experiences in Muse and roll out first to subscribers. Meta says the models introduce Active Memory, which brings the information you need from across conversations, and Active Focus, which keeps them working through errors or roadblocks and asks for clarification or permission when needed.

DigitalOcean announced Agent Learning and Data Services on 12 October 2026. DigitalOcean says the services turn agent interactions into better business outcomes: Insights records every step an agent takes, with telemetry from DOKS, App Platform and Managed Agents flowing in through built-in integrations and no additional instrumentation to set up; Signals flags the sessions that matter, where an agent stalled, looped, lost the user or failed; and Evaluations and Simulations build realistic conversations from flagged sessions so changes can be tested ahead of real users. DigitalOcean says the enhanced Inference Router picks the best-scoring model for each task optimised for cost, quality or the team's own evaluations and re-runs those evaluations as new models ship. Insights, Signals and Evaluations and Simulations are available today in public preview, while the Inference Router optimizer and Agent Data Services are in private preview.

In its official press release eToro announced connectors for Claude, ChatGPT, Grok and Grok Bot: eToro says they are built on the Model Context Protocol (MCP) and bring an investor's eToro account into the AI assistant they already use, with no API keys, code or technical setup required. Once connected, users can ask about their actual holdings, positions, balances and performance rather than getting generic answers about a hypothetical investor. eToro says users can choose read-only access for research and analysis, or read-and-act access where available, with any action proposed for review and approval; funding and withdrawals remain in eToro and never happen in the chat, users can pause or disconnect at any time, and new users can test workflows on a demo account first.

Suki announced Ask: Suki says it is the first product integration of the Wolters Kluwer UpToDate Expert AI API, embedding evidence-based clinical reasoning directly into clinical workflows so clinicians can retrieve patient information and medical evidence without switching between applications. Suki says Ask combines patient-specific information with UpToDate's proprietary content, so clinicians can ask about medications, medical history, laboratory results or relevant clinical guidance without manually searching the EHR. Suki says Ask is available across Epic, Oracle Health, athenahealth and MEDITECH, is delivered through both Suki Assistant and Suki Platform, and surfaces clinical evidence directly within Suki-generated notes before, during and after patient encounters.

ZoomInfo announced a native n8n integration through GTM.AI on 12 October 2026: ZoomInfo says the integration ships as a verified node inside n8n, built and maintained by ZoomInfo, so a workflow that authenticates with the customer's own ZoomInfo credentials can call the GTM Context Graph directly - verified data on more than 100 million companies, 500 million contacts and billions of buying signals. ZoomInfo says this replaces static exports that became outdated within weeks with records retrieved at run time, and that the node can also work as a tool an n8n AI agent calls on its own, deciding mid-workflow to research a company, enrich a contact or check an intent signal, while authentication, access control, data lineage and audit logging stay tied to each customer's ZoomInfo account.

In an official post titled A Note on Our Fundraise, Nous Research confirmed a $90 million raise (publicly reported on 7 October 2026) and said the capital will build Hermes for Businesses for companies: Nous says Hermes Agent has been cloned more than 24 million times and, by its own internal estimate, drives roughly 2.5% of all global token usage, and that the business edition is meant to let companies of every size own their own intelligence stack - choosing the best models at the best prices, scaling AI use safely and privately, building a corpus of intelligence bottom-up and holding dominion over their institutional knowledge.

Sierra published Personal Agent Protocol (PAP) on 6 October 2026: an open standard Meta and Sierra are developing with partners at Genesys, Instinct, Rocket, Shopify, Stripe and Walmart that defines how personal AI agents interact with businesses - handling authentication, giving consumers control and giving companies visibility into what personal agents do through their websites, APIs or company agents. Sierra says it is open for anyone to implement, and that it plans to publish the v0.1 specification later this month along with design workshops and a reference implementation.

Ironclad announced Ironclad Agent and the Contract Knowledge Graph (CKG) behind it on 8 October 2026: Ironclad says the Agent is a single conversational entry point where legal, procurement and sales teams search, understand and act on contracts and workflows in natural language and orchestrate specialised agents, while CKG connects clauses, relationships, obligations and past decisions into commercial context so answers reflect the company's own precedents and approved positions rather than generic training data or isolated documents - knowledge that Ironclad says stays inside the company even when the people who negotiated the deals move on.

Google's AI Edge team launched Google AI Edge Foresight for Mac on 6 October 2026: Google describes it as an experimental, context-aware meeting companion powered by fully local AI processing that integrates with system audio and the microphone, so it works out of the box with any meeting platform and can run completely offline. It assists with note-taking, indexing and recalling conversation transcripts and private files, is powered by EmbeddingGemma 2 and Gemma 4 models, maps images, documents, transcripts and notes into a single vector space for natural-language retrieval, and Google says sensitive data never leaves the device with no cloud subscription costs.

Microsoft announced Work IQ on its official Dynamics 365 blog: Microsoft says it grounds Microsoft Copilot and agents in core business data from Microsoft Dynamics 365 and Microsoft Power Platform, so Copilot and agents can reason across the productivity and business data that matters to a business. Microsoft says it is available in preview starting 30 September 2026, with rollout continuing throughout October 2026, and that by connecting and modelling your business once you create a shared foundation for Copilot and agents - what your data means, how records relate and which business rules guide the next step - reusable without rebuilding context for every agent.

X announced X Lift, an AI advertising product, at Advertising Week New York on 6 October 2026: advertisers enter a business URL and the system generates multiple ad options including copy and images, can help assemble the campaign including audience targeting, and leaves the budget decision to the advertiser. X positions it as a way to simplify ad creation and campaign setup for small businesses and new advertisers, and the announcement describes creative generation and setup assistance rather than guaranteed results.

Ivo released Ivo Sage on 1 October 2026 at its Ivo Inscribe user conference, describing it as the first open-source model from a legal AI company post-trained for long-horizon contract work: built with River AI by post-training DeepSeek V4 Flash on public and synthetic data generated by real attorneys, it lifted its LAB Contracts criterion pass rate from 70% to 91% after reinforcement learning, and MIT-licensed adapter weights are published on Hugging Face at ivo-ai-labs/Ivo-Sage for anyone to download, run and fine-tune. Ivo also previewed the Ivo-micro1 Contract Bench, which scores contract review judgement across prioritization, restraint, deal-specific adaptation, escalation and playbook adherence, and published findings showing models still struggle on when to push back or escalate.

Crossmint launched Agent Commerce Toolkit on 8 October 2026, saying it replaces the four or more vendors agent payments usually require with one integration covering card storage, Visa Intelligent Commerce and Mastercard Agent Pay credentials, and merchant checkout. Card data goes straight into a PCI-compliant vault so servers only hold a token, and the toolkit picks a checkout path per purchase — embedded options like Shop Pay, agentic commerce protocols such as UCP, or browser automation where neither exists — while users add cards and approve purchases inside the agent's app. It is live and self-serve, with an open-source reference app that runs live purchases rather than simulations.

OutSystems announced general availability of Agent Experience at its World Tour Las Vegas stop in October 2026: the company says it opens the platform to any AI coding agent including Claude Code, Cursor, Codex and Kiro, works at the level of system design so system dependencies, data relationships and existing business logic are enforced automatically, ships security, automated testing and governance guardrails out of the box, generates code deterministically to cut risk, and deploys to public cloud, private cloud, on-premise or hybrid. OutSystems cites New Relic data that 74% of AI-generated code needs significant rework or never ships, and lists YESCO, Lowenstein Sandler and Danish retailer Normal among early-access customers.

SCANOSS publicly launched Earnie on 6 October 2026, saying it closes the gap created when AI coding agents commit code with no visibility into a team's license policy: detection runs down to the individual snippet rather than just declared dependencies, the same deterministic knowledge-base-backed engine covers developers' own commits, copied or vendored code, and agent-introduced code, and agents can ask over MCP whether a component is allowed before adding it with pass, warn or flag-for-review guidance. It also covers CLI, pre-commit, GitHub Actions and pull-request checks, generates attribution and notice files, and maintains versioned CycloneDX/SPDX SBOMs, while source code stays in each customer's isolated environment and only fingerprints and hashes are shared for matching.

Google Cloud announced the Gemini agent at Gemini at Work 2026 on 8 October 2026, which Google describes as a single, universal agent for work: it has all of your business context and handles everything from knowledge work and answering questions to content creation and writing and running code from one prompt box, plans the work, uses skills and tools, connects to your systems and brings back something finished; Google says it works directly inside Gmail, Drive, Docs, Slides, Sheets, Chat and Calendar with the same memory and skills, keeps session, semantic and procedural memory to sustain long-horizon work, chooses the best model for each job with multi-model orchestration, Smart Routing and real-time spend caps, and governs agents through identity and policy management, authorization and permission controls, secure sandboxing and network gateways, with tools, skills and connectors specific to financial services and legal teams.

Meta open-sourced Muse Gadgets on 2 October 2026, which Meta describes as an open-source kit for building hardware that talks to its Muse assistant: ESP32 firmware plus a Linux SDK under the Apache 2.0 license in the facebookincubator/muse-gadget-sdk repository; Meta says you flash an off-the-shelf ESP32 board so it joins your Wi-Fi and holds an encrypted session to Muse, with an optional screen that shows images Muse sends and push-to-talk voice, or turn a Raspberry Pi or any Linux box with Bluetooth LE into a gadget where Muse gets four commands — system.run, file.read, file.write and device.health. Meta says its Superintelligence Labs also built 5,000 Muse Home Link USB-C dongles bridging Muse to smart home devices that expose HTTPS, free to US Muse subscribers while supplies last, and the repository ships an AGENTS.md for coding agents.

Inception released its structured decision model Mercury Decide on 30 September 2026, which its model card describes not as a chat model but as a System One endpoint: you send a state along with typed questions and get back a choice, a score or a yes/no answer with a calibrated probability taken directly from the model, so output tokens are free; the card says it makes up to 14 decisions per second and reports how certain it is, letting a decision system run it on every case and escalate only the unsure ones to a human, which suits routing, ranking and validation decisions in the hot path. It uses the same /v1/systemone schema as TypeSafe's Jev so the same call and parsing logic can be reused, runs on the OpenRouter Decisions API rather than the OpenAI-compatible chat completions endpoint, is listed by OpenRouter as released 30 September 2026 on a 66K context window, and is offered with a free variant plus a discounted endpoint at $0.02 per million input tokens and free output.

Tab emerged from stealth on 6 October 2026 (TechCrunch reported a $300 million valuation) and its own site describes it as an AI you text when you need something done: there is no new app to download, you hand over tasks in iMessage and WhatsApp the way you would text someone capable — it calls the hotel and moves your reservation, turns a PDF into a spreadsheet and finds and orders the right replacement part; you can send text, a photo, a screenshot, a PDF or a video and it works with what you send, while behind the messages Tab has its own computer and browser so it can open websites, make files, use the accounts you connect and keep your work separate from everyone else's, and when a job needs a phone call it actually makes it, waits on hold and reports back. Tab says you see exactly what it is buying, the total and who gets paid, that nothing is paid until you approve, and that after approval it pays, sends the receipt back to the thread and tracks what happens next while remembering where you left off; Tab lists the current stage as a private beta with a waitlist.

Alibaba's Qwen team released Qwen-Image-2.1-Turbo, which the model card describes as an accelerated checkpoint of Qwen-Image-2.1 for text-to-image generation and image editing with 8 denoising steps: it uses the same 7B visual generation architecture and loads directly with QwenImage21Pipeline in Diffusers, ships with its recommended sampling schedule so it works out of the box, generates with CFG=1 by default and uses prefix KV caching to reuse the text and reference-image context across denoising steps to cut repeated work. The card says it covers both text-to-image and image editing including multi-reference composition (its examples include combining several input images into one interior render), requires a Diffusers build supporting pipeline-configured sampling sigmas (added in PR #14950), is licensed under the Qwen Research License Agreement and publishes weights on both Hugging Face and ModelScope.

Mistral launched a public preview of Mistral Large 4 on 6 October 2026 (internally ML4, nicknamed le Chonk): Mistral says it is a 1-trillion-parameter natively multimodal model with about 52 billion active parameters, its largest and most capable model to date, tryable the same day via a preview API on Mistral Studio with weights dropping at the end of the month; Mistral says it ranks among the top five on the Artificial Analysis Cyber Index and scores 82% on a reproduce-and-patch test, the highest of any model (it says Claude Opus 5.5 and GPT-6 Astra score near zero there because they refuse the task), with 61.7% on DeepSWE v1.1, 28.3% on Terminal-Bench 4, 59.9% on AutomationBench and 42% vs GPT-6 Astra's 41% on Dense 200 visual grounding, trained from scratch on 3,800 NVIDIA Grace Blackwell GPUs in Europe on data spanning more than 160 languages; the product card lists $1.36 per million input tokens and $4.18 output.

Anthropic released Claude Haiku 5.5 on 7 October 2026: it says this is its cheapest, fastest and most capable small model, around 75% less to run on average than Haiku 4.5 and the first Haiku-class model with an adjustable effort setting; Anthropic's pricing is $0.10 per million input tokens, $0.50 output and $0.01 cache reads for prompts up to 100,000 tokens, rising to $0.50/$2.50/$0.05 beyond that (it says the cheapest tier is 90% lower than Haiku 4.5), with benchmarks of 1620 on GDPval-AA v2.1 (735 for Haiku 4.5), 72.4% on the OSWorld 2.1 offline subset (15.7%), 45.9% on Humanity's Last Exam without tools and 39.2% on Terminal-Bench 4.0; the same day it halved Sonnet 5.5's cache-read price to $0.10 per million tokens and added monthly API credits for Max and Team subscribers.

OpenAI describes GPT-Rosalind as its frontier reasoning model series built for life sciences research across biology, drug discovery and translational medicine, standing out on multi-step workflows such as literature review, sequence-to-function interpretation, experimental planning and data analysis; an 11 September 2026 update says it has left research preview and is available globally to eligible organizations through its trusted-access program, with published pricing taking effect on 5 October 2026 (cache-write pricing does not apply), limited to approved internal research and not for customer-facing products or external commercial applications; OpenAI also offers a freely accessible Life Sciences research plugin for Codex on GitHub connecting over 50 scientific tools and data sources. OpenAI says it achieved leading published performance on BixBench, beats GPT-5.4 on 6 of 11 LABBench2 tasks and, in an evaluation with Dyno Therapeutics using unpublished, uncontaminated sequences, best-of-ten submissions ranked above the 95th percentile of human experts on prediction.

Fireworks AI published Ember-1 on its blog on 23 September 2026: Fireworks says it is not another frontier base model but Moonshot Kimi K3 post-trained to stop paying for reasoning the task never needed, producing roughly 40% fewer generated tokens at comparable quality, with production A/B work on one coding workload showing 71.3% fewer reasoning tokens while quality held flat; it supports image input and function calling with a 1M-token context window and is priced the same as Kimi K3 ($3 per million input tokens, $15 output, $0.30 cache reads), offered as a research preview on Fireworks Serverless. Fireworks says Ember is the start of a model series shaped for economics on real workloads rather than leaderboard maximum reasoning, and argues that routing K3 together with Fable can beat either model alone.

VIDRAFT released POCKET-Darwin-180B on 2 October 2026: a 4-bit GGUF quantisation of its 180B-class Darwin-180B-RSI that the publisher says shrinks a roughly 360GB BF16 model to about 111GB across four files, using sparse MoE routing and graft quantisation so only about 3 billion parameters activate per token (the publisher says this cuts hardware requirements by roughly 250x versus the full-precision server setup) and, with llama.cpp SSD streaming, runs on consumer hardware without a GPU such as a gaming laptop with 8GB VRAM and 32GB RAM. The publisher says MMLU-Pro stays at 87.65, the same as the full-precision model, and reports up to around 21 tokens per second on a single server CPU and about 4.17 on a laptop, with weights released on both Hugging Face and ModelScope (FINAL-Bench).

On 7 October 2026 OpenAI brought a next-generation GPT-6 model to all ChatGPT users and introduced Intelligent UI: it says answers are no longer text alone but can combine graphics, tappable buttons, forms, charts and interactive experiences chosen to fit the question (a Sunday roast timing alongside the recipe, an interactive diagram breaking a 7-speed bicycle into five systems), and can quickly create a tool to solve a task; OpenAI says it is built for more than 1.2 billion weekly users, with paid tiers (Plus, Pro, Business, Enterprise) from 7 October, Free and Go from the next day, powered by GPT-6 Sol (paid tiers) and GPT-6 Luna (Free and Go), and Enterprise availability depending on admin settings.

On 2 October 2026 Anthropic launched Claude Frontier Academy with a $100 million commitment to train 10,000 Frontier Deployed Engineers (FDEs) by the end of 2027: it says the first program, the FDE Residency, follows the medical model — a multi-day in-person program and simulated enterprise deployment, a graded practical for the Claude Resident Engineer badge, then a 12-week residency leading a real use case and a final assessment for the Claude Frontier Deployed Engineer badge (first expected in early 2027); cohorts run in San Francisco, New York and London by nomination, with first cohorts from Accenture, Bain, Capgemini, Commonwealth Bank of Australia, Deloitte, McKinsey, Morgan Stanley and Novo Nordisk.

On 6 October 2026 Atlassian and OpenAI expanded their partnership, bringing GPT-6 family frontier models across Atlassian's platform and Rovo: OpenAI says Rovo combines OpenAI intelligence with Atlassian's Teamwork Graph, an enterprise context layer connecting people, projects, documents and decisions, and the agreement gives Atlassian expanded access to GPT-6 Astra and the GPT-5.6 series; OpenAI says more than 3,000 Atlassian developers use Codex, and through Teamwork Graph-powered plugins and CLI plugins for ChatGPT and Codex, customers can connect them to work items, documentation and development context (subject to permissions), while OpenAI continues to rely on Jira to manage critical internal workflows.

At DevDay 2026 on 29 September 2026 OpenAI announced Ultrafast, which it says is a premium speed tier for workloads where speed matters most, offering up to 8x faster token generation (about 300 tokens per second) in Codex and up to 6x in the API; OpenAI says GPT-6 Astra Ultrafast is available in the API and in ChatGPT Work and Codex on Pro 500 and Enterprise plans, with GPT-6.1 Sol Ultrafast coming soon, and that Ultrafast is part of DevDay 2026's more than 20 major announcements alongside Dots always-on agents, GPT-6.1 Sol, Private Intelligence and computer use in the Agents API.

On 2 October 2026 Google made federated query mode (Preview) available for Gemini Enterprise Data Cloud connectors: it says the mode works with the AlloyDB for PostgreSQL, BigQuery, Cloud SQL and Spanner connectors, querying operational and analytical data in place via the Model Context Protocol (MCP) and each user's own credentials without copying or ingesting data into a data store; Google says that when connecting these data stores in federated query mode, Knowledge Catalog (Preview) is automatically enabled on the Assistant tab of the Gemini Enterprise app, with use cases including natural-language querying of structured data in BigQuery and running live analytical queries and authorized operations across Spanner, Cloud SQL and AlloyDB.

OpenAI announced on 5 October 2026 that it is introducing a new visual ad format in ChatGPT and expanding measurement tools and partnerships: it says ChatGPT reaches 1.2 billion people each week, the format helps people discover brands and decide what to buy through images showing product inspiration, usage or experiences, it will initially be tested during image generation with ads clearly labeled and separate from the image and not influencing answers, and testing begins later that month in the US with an initial group of advertisers; OpenAI says it is also expanding measurement via integrations with Hightouch, Tealium and LiveRamp to send conversion data, attribution partners including AppsFlyer, Triple Whale, Adjust, DV Rockerbox, Northbeam, Branch, Singular, Kochava, Airbridge and Tenjin, full-funnel partners including Fospha, Measured and INCRMNTAL, and brand suitability evaluation pilots with DoubleVerify and Integral Ad Science.

Z.ai released GLM-5.3 on 14 August 2026, saying it uses the same base model as GLM-5.2 with every gain coming from post-training: it says it is the most capable open-weights model for coding, with a 50% improvement over GLM-5.2 on its in-house Z.ai Code Bench, Terminal Bench 3.0 rising from 4.6 to 28.3, Agents' Last Exam from 23.8 to 28.5 and DeepSWE v1.1 from 46.2 to 66.9, while consuming fewer output tokens at the same performance; Z.ai says cyber capability grew faster than expected as training scaled, scoring 84.5% on CyberGym (the best result) and 54.4% on ExploitBench (more than doubling GLM-5.2's 24.4%), and that it identified 2,436 vulnerabilities across 269 projects on real-world codebases; the weights are released about two weeks after launch, once safety evaluation and hardening are complete.

Perplexity introduced hybrid compute on Mac on 1 September 2026, saying Perplexity Computer uses cloud AI and local models on Mac to keep sensitive files and information on the device: hybrid compute divides each task between the cloud, which handles frontier reasoning, web search and planning, and a local model that processes private files and sensitive information; a privacy gate on the Mac can mask sensitive details, keep them local, refuse the action or ask for consent before information leaves the machine, using an on-device Perplexity classifier that identifies details like names, addresses, account numbers and secrets; it is available to Pro, Max and Enterprise subscribers, launches with three local models (Gemma 4 E4B, Qwen3.6 35B-A3B and a Perplexity model) and works on any Apple silicon Mac running macOS 15+ with at least 24GB of unified memory.

Mistral released OCR 4 on 23 June 2026, saying that in addition to extracting text it returns bounding boxes, block classification (titles, tables, equations, signatures and more) and inline confidence scores, supports 170 languages across 10 language groups, accepts common enterprise formats including PDF, DOC, PPT and OpenDocument, and can be deployed on a single container for fully self-hosted use; Mistral says independent annotators preferred OCR 4 with win rates averaging 72% and it scored the top overall result on OlmOCRBench (85.20), and that OCR 4 is an ingestion component of its open-source Search Toolkit; API pricing is $4 per 1,000 pages with a 50% Batch-API discount ($2 per 1,000 pages), while Document AI is $5 per 1,000 pages.

Mistral introduced Vibe on 28 May 2026, describing it as a single unified AI agent for both work and coding: it catches up across your inbox and calendar, runs deep research, drafts deliverables and takes coding work from request to merged change; it offers Work Mode (web and mobile, across connectors like Google Workspace, Outlook, SharePoint, Slack and GitHub) and Code Mode (remote coding in an isolated sandbox that can run in parallel and persist while your machine is off), plus a new VS Code extension and a CLI; Mistral says Le Chat is now Vibe with one agent and one licence across work and code, live at chat.mistral.ai, with a Free tier, Pro at $14.99/month and Team at $24.99/user/month.

Reflection AI introduced Beam on 5 October 2026, describing it as its first open-weight model, a sparse Mixture-of-Experts (MoE) model for coding, reasoning and agentic workloads: 501 billion total parameters and 23 billion active, pretrained on 23.8 trillion tokens and then trained with high-compute reinforcement learning over 100 million rollouts on 10.5K NVIDIA GB300 GPUs for four weeks with a 256K max context. Reflection says Beam is competitive with GLM 5.2 and approaching Qwen 3.8-Max on coding and agentic tasks, matches GLM 5.2 on advanced reasoning while using 3 to 4 times less inference compute, and acknowledges Kimi K3 remains ahead on raw capability; it says the weights, technical report and model card will be released this month under an Apache 2.0 license, with early access to a select group and a waitlist.

Google announced on 30 September 2026 that skills, reusable custom instructions, are coming to the Gemini app and Google Workspace, and says they will eventually replace Gems: skills are built on the open, Markdown-native SKILL.md standard, can be copied from other platforms, and function inline in chat threads so you can stack multiple instruction sets in one prompt. Google says skills begin rolling out in Workspace on 5 October 2026 (Rapid Release domains completing by 12 October) and in the Gemini app on 13 October 2026, while Gems move to the Gemini app Settings panel on 17 November 2026 and stop being creatable, editable or usable no sooner than 1 March 2027 for business and enterprise and 1 June 2027 for education, auto-migrating to draft skills.

From 6 October 2026, new Claude Cowork tasks on Pro and Max plans run in Anthropic's cloud, and Anthropic says the Only on your computer option in Settings will be removed with nothing for users to set up: tasks you already started on your computer stay there and keep running, with a button to download the transcript so you can continue in Claude Code. Anthropic says scheduled tasks run in the cloud so they no longer need your computer to be awake, while Cowork tasks that use files on your computer still need the desktop app open and those files are processed on Anthropic's servers; Cowork sessions and files live with your Claude account and follow you across desktop, web and mobile.

Anthropic released Claude Sonnet 5.5, the second model in the Claude 5.5 family, on 28 September 2026, describing it as a clear upgrade over Claude Sonnet 5 that runs 30%+ faster: pricing is unchanged at $2 per million input and $10 per million output tokens, but because it needs fewer tokens for the same work most work costs up to 30% less. Anthropic says Sonnet 5.5 is strongest at well-scoped everyday tasks, fixing bugs and creating polished documents, slides and spreadsheets, has a sharp eye for design, and is a faster, lower-cost complement to Opus 5.5, which remains better for complex open-ended work; Anthropic says Claude Haiku 5.5 will join the Claude 5.5 family in the coming weeks.

OpenAI announced an upgrade to Codex Security Cloud at DevDay on 29 September 2026, saying it includes access to cyber-capable models through Daybreak Blue by default (OpenAI describes Daybreak Blue as an alias for its flagship general-purpose models with safeguards calibrated for defensive cybersecurity work): it scans entire GitHub repositories, continuously reviews code on a schedule or when new commits arrive, investigates and deduplicates findings, and prepares fixes for review in the cloud even when your laptop is closed. OpenAI says Codex Security is a research preview for ChatGPT Enterprise, Edu, Business and Pro users that connects to GitHub repositories, builds a codebase-specific threat model, validates vulnerabilities in isolated environments and proposes fixes, and is available as a plugin in Codex desktop and web.

Cloudflare released two Cloudflare-trained decision models, Clef and Clef-flash, on 1 October 2026: Cloudflare says they return typed answers with probabilities (such as choice and score) instead of generating text, letting agents make programmatic decisions without necessarily keeping a human in the loop. Clef has a vision encoder to classify visual content such as images and a 64k context window (Cloudflare compares this with Jev's 32k), both are fully Jev-API compatible, and Cloudflare reports median latency of about 209.3ms and 38.8ms respectively; both are open-sourced on Hugging Face under Apache 2.0 and hosted on Workers AI, alongside Cloudflare's first reinforcement-learning fine-tuning product, with Cloudflare saying it does not read, store or train on customer requests or responses unless they opt into fine-tuning.

Tavus introduced Griffin on 1 October 2026, which it describes as the world's first Human Interaction Model (HIM), a full-duplex video-to-video model that understands and generates face-to-face real-time human interaction: it listens while it talks and attends to expressions and pauses, combining a Continuous Conversational Modeling engine with an Audio-Visual Generation engine (streaming speech plus streaming video) running concurrently, and can generate every pixel of every frame in real time from a single reference image (including chair movement, shadows and background). Tavus says it is the first model to pass the real-time video Turing test, with 48% of participants in a one-minute video call thinking they had talked to a real human (versus a maximum of about 2% for previous systems), and that it ranks number one on NVIDIA's independent VideoFDB benchmark for face-to-face AI and is 37% ahead of the next best AI at reacting in the moment; Griffin-Lite is a research preview for select trusted testers and is not available to customers yet.

Bilibili's Index team published Index-Translate-35B-A3B-preview on 2 October 2026, describing it as the 35B-total, 3B-active mixture-of-experts (MoE) multilingual text translation model of the Index-Translate family, built on Qwen3.5: it supports text translation across 150 languages and follows translation instructions covering terminology, formatting, style, structure, context and output length, and shares a multilingual mid-training recipe with its 2B and 9B siblings before task-specific post-training. Bilibili says the weights are open under an Apache 2.0 license on Hugging Face and ModelScope with an online demo, GitHub code, a technical report and a video-dubbing pipeline, and the model card states the shipped configuration uses a 262,144 context window with card examples serving 32,768, greedy decoding (temperature=0), a max_tokens of 1024 and thinking disabled.

Google Labs announced on 17 September 2026 that it is expanding CC into an agent for families and households, which Google says has its own Google account giving it a distinct identity and a clear permissions model that enables up to six members to manage and collaborate with it, seeing only what each member chooses to share: it delivers a shared Your Day Ahead brief each morning, automatically tracks important dates and to-dos connecting to Calendar and Tasks, and can offload time-consuming tasks such as filling out permission slips or registration PDFs and creating school supply lists and weekly meal plans. Every CC runs on its own isolated cloud computer powered by Google's agentic harness Antigravity and the latest Gemini models, connects with Gmail, Chat, Docs and Calendar, and has a shared memory that distinguishes household from personal information; the experiment is available on web and mobile for people 18+ in the U.S. with a personal Google account, with existing users receiving an upgrade email and new users able to join the waitlist.

Canon launched the Connected Value Platform on 1 October 2026, which it describes as a cloud-based feature enhancement platform combining generative AI and Canon imaging technologies to add new capabilities across printing products from home printers to office multifunction devices: it uses generative AI and imaging technologies to analyze documents and images, extract information, reorganize content and convert it into formats optimized for print and scan workflows, accessed through feature extension tools inside Canon applications for PCs and mobile devices. The first phase offers feature extension tools for PIXUS (PIXMA in other regions) inkjet printers beginning 1 October 2026 with Canon Print Assistant Ver.2.0 for Windows PCs and Canon PRINT Ver.4.0 for mobile, and the first tool, Web Print Optimizer, uses generative AI to analyze page content, remove ads and excess whitespace and automatically optimize layouts for printing, with Content-Based Naming (generative AI-generated descriptive file names from scanned content) expected late November 2026; Canon says the service is free but requires downloading a Canon app and, in Japan, registering for the MyPrint service and using genuine ink cartridges.

Microsoft AI launched its first streaming transcription model, MAI-Transcribe-2-Streaming, on 1 October 2026, alongside two text-to-speech models, MAI-Voice-2.1 and MAI-Voice-2.1-Flash, all available through Microsoft Foundry: MAI-Transcribe-2-Streaming supports 60 languages with automatic, continuous language detection and produces its first partials in just over 100ms of receiving audio, and Microsoft says it ranks no. 1 for accuracy for both final and partial transcripts on Artificial Analysis, at an introductory price of $0.54 per hour of audio; MAI-Voice-2.1 is Microsoft's strongest multilingual text-to-speech model, supporting 23 languages and 26 locales and letting a single voice speak each language with a native accent, priced at $22 per 1M characters; MAI-Voice-2.1-Flash targets high-volume, latency-sensitive workloads, can generate 45s of audio with a 150ms end-to-end latency, is 55% faster at inference and about 60% cheaper, priced at $15 per 1M characters, and both voice models support cloning across languages from a few seconds of reference audio with built-in consent guardrails.

Cohere released Embed 5 on 30 September 2026, describing it as its most powerful embedding family yet, offered in Pro and Fast tiers that share a single embedding space: Embed 5 Pro is optimized for maximum retrieval quality and stands out across financial documents, parsed PDFs and visually rich documents, averaging 85.8 on ViDoRe V3 (an 8.8 gain over Embed 4) and ahead of Voyage 4 Large, Gemini Embedding 2 and OpenAI text-embedding-3-large, while Embed 5 Fast serves latency- and cost-sensitive workloads; both support multimodal inputs and retrieval, 100+ languages and a 128K-token context window, use Matryoshka representations and lower-precision outputs to cut vector storage and search costs, and support self-hosting; pricing is $0.12 per million tokens for Pro and $0.08 for Fast, generally available on the Cohere API and Model Vault, Microsoft Foundry and Amazon SageMaker.

AWS Strands Labs released Strands Decider 2B on 1 October 2026, describing it as a small open-source decision model optimized for fast experimentation and local development: it has about 2 billion parameters, runs on a local CPU or GPU, does not generate text but picks among a set of options or assigns a 0-1 score, and gives each decision a high-quality reliability score; architecturally it takes a pre-trained Qwen3.5-2B torso, removes the LM head and replaces it with a pointer head of just over a million parameters, with the torso fine-tuned via a rank-16 LoRA adapter, and the released checkpoint is v19. AWS says it performs well on accuracy and calibration on JevBench's public set (3rd of 33 in the 2B class, 1st of 30 excluding the just-over-2B models), with a median latency of around 115ms on an RTX 3090 and around 153ms for small tasks on an M3 MacBook; the code is on GitHub (strands-labs/strands-decider) and weights on Hugging Face (StrandsAgents), with all training data and scripts included.

Earendil shipped Pi 1.0 on 1 October 2026, describing it as a hardened, minimal, extensible agent harness that you can make your own and that hundreds of thousands of people use weekly: version 1.0 adds Codemode (native support for MCP plus non-LLM models like Jev and image models), extension support for virtual models, deferred tool loading, cache warming for Anthropic models, mid-conversation system messages, a new TUI theme and full-screen mode by default; it also ships Pi Durable, an experimental package for building long-running agentic applications. Both Pi 1.0 and Pi Durable are MIT-licensed, with code at github.com/earendil-works/pi and docs at pi.dev, and Pi installs on macOS/Linux with curl -fsSL https://pi.dev/install.sh | sh.

IBM announced on 1 October 2026 that IBM Bob now supports self-hosted deployment, saying it lets organizations bring AI software development to on-premises, private-cloud, sovereign-cloud and air-gapped environments they control. Bob is IBM's agentic software development platform that helps teams move beyond code generation to apply AI to software delivery and modernization; the self-hosted option brings AI to customer-managed infrastructure and is designed for organizations that need greater control over data residency, security policies, AI governance and development workflows. Unlike many AI coding tools that require moving data to external services, the self-hosted version lets enterprises deploy AI capabilities where their code, application context and data already reside, running supported licensed models on premises (including air-gapped environments) or connecting Bob to supported external model services via hybrid configurations. IBM cites a June 2026 Institute for Business Value report saying 68% of surveyed executives find cross-geography data residency and sovereignty requirements challenging.

Google announced its next-era frontier model Gemini 4 Argon on 30 September 2026, saying it anchors the Gemini 4 generation and is built to sustain deep reasoning across complex, long-horizon workflows: it has an industry-leading 1 million token limit for deep, multi-step problem solving, delivers frontier performance across real-world software engineering and enterprise knowledge work like legal and finance, and excels at coding, financial research, legal drafting and autonomous cybersecurity vulnerability patching; at launch it was rolling out to a set of trusted cyber defenders through the Fairwind Program, and Google's blog notes pricing of $4 per 1M input tokens and $20 per 1M output tokens after the introductory period.

Google introduced Gemini Spark at I/O 2026 for Gemini Enterprise and Workspace customers, describing it as a 24/7 personal AI agent that works in the background across Workspace, custom connectors and the open web: you can set recurring tasks, teach it new skills and let it execute multi-step work on your behalf, it proactively sends critical updates, and it requires your explicit approval for high-risk actions like sending emails so you stay in complete control; Google says the personal agent grasps your business context such as what you work on, who you work with and even your writing style.

OpenAI announced on 23 September 2026 that ChatGPT Ads is expanding to seven markets — Indonesia, Malaysia, the Philippines, Singapore, Thailand, Vietnam and Taiwan — and says it is now available in more than 60 countries: advertisers can access it via the OpenAI Ads Solutions team, agency partners including dentsu, Havas Media, Omnicom Media, Publicis Groupe and WPP, and technology partners, or self-serve via Ads Manager for eligible businesses; OpenAI says ads are shown only to Free and Go users with Plus, Pro and Enterprise subscriptions ad-free, conversations stay private from advertisers, customer data is never sold, and ads are clearly labeled and do not influence ChatGPT's answers.

Alibaba's Qwen team released Qwen3-Coder-Next on 2 February 2026, describing it as an open-weight language model designed specifically for coding agents and local development: built on Qwen3-Next-80B-A3B-Base with a novel hybrid-attention and MoE architecture, 80B total parameters with only 3B activated per token, and agentically trained at scale on large-scale executable task synthesis, environment interaction and reinforcement learning, delivering strong coding and agentic capabilities at significantly lower inference cost; Qwen says the default context length is 256K and that it excels at tool calling, working with coding agents such as Claude Code, Cline and OpenClaw, and its Hugging Face model card lists an Apache 2.0 license.

Anthropic released the Claude for Excel and Claude for PowerPoint add-ins, putting Claude directly inside Microsoft 365 apps: Anthropic says that once installed Claude works inside Excel and PowerPoint with context carrying automatically between applications, the two add-ins can share the full context of a conversation so every action in one app is informed by everything in the other, and it added support for skills in the add-ins; Anthropic says Claude tracks and explains its changes and lets users navigate to the cells it references, and that users of Amazon Bedrock, Google Cloud Vertex AI or Microsoft Foundry can connect to the add-ins via an LLM gateway.

OpenAI brought GPT-Live-1 to the API on 10 September 2026 and says it brings natural, full-duplex conversations to voice apps: the model listens and speaks at the same time, smooths over interruptions and backchannels, and delegates deeper reasoning and tool calls to whatever backend model it is paired with (such as GPT-6 Astra or a third-party model); developers can shape tone, pace and style through the system prompt and natively receive transcripts and response text, keyword biasing and turn detection; OpenAI says it costs $0.05 per minute for the front-end voice layer and supports WebRTC, WebSockets and telephony.

OpenAI opened the Agents API in public beta on 10 September 2026 and says it brings the same harness and infrastructure that powers Codex to developers through a simple, flexible API: you can create a production-ready agent in a single API call by specifying the task, model, tools and environment, with OpenAI hosting and maintaining the harness while you choose the compute environment, in an OpenAI-managed sandbox, on your own infrastructure or with sandbox partners including Blaxel, Cloudflare, Daytona, DigitalOcean, E2B, Modal, Oracle, Runloop and Vercel; OpenAI says it ships context compaction, tool search, programmatic tool calling and multi-agent subagent collaboration, and supports MCP, custom functions and built-in tools such as web search.

Meta AI Research released Muse Spark 1.3 on 2 September 2026, saying it improves performance across agentic and coding tasks and is easier to use in real-world settings: it is designed to better sustain longer-horizon work, collaborating with users and juggling multiple workflows in a single long thread; when given an open-ended objective it uses tools to generate its own context across messy and conflicting sources, proactively corrects gaps in its plan and keeps track of what it has learned to produce a final deliverable; Meta says the model was trained across a diverse set of harnesses to generalize to various agentic environments, and 1.3 is available in Muse Code and the Meta Model API with max reasoning.

ByteDance's Seed team launched the new-generation video creation model Seedance 2.5 on 31 July 2026: building on the unified multimodal audio-video joint-generation architecture of Seedance 2.0, it centers on foundational and reference-based generation and makes breakthroughs in long-form storytelling, multimodal reference and editing; ByteDance says it can generate up to 30-second high-quality audio-video clips in a single pass with multi-round extensions, accept up to 30 images, 10 video clips and 10 audio clips as references in one pass, and offer timestamp-level targeted audio and video editing; at launch it was rolling out on Jimeng AI, Doubao Pro and other platforms, with API access coming via BytePlus ModelArk.

Google Flow is Google's AI filmmaking tool, which Google says is built with and for creatives and uses its most capable generative models (Veo, Gemini and Nano Banana); Google says Flow has expanded into an AI creative studio with new video and image generation and editing capabilities, available in over 140 countries; it later added Google Flow Music, bringing the newest music model Lyria 3 Pro to artists, producers and songwriters, and is bringing an agent for every step of the creative process, a new model that offers precise video editing, and the ability to 'vibe code' bespoke workflows and mobile apps; Google's product page shows a no-subscription tier with 50 daily Google Flow credits.

Released by OpenAI at DevDay 2026 on 29 September 2026 and described as a major upgrade to GPT-6 Sol: it nearly matches GPT-6 Astra's intelligence on agentic coding, computer use and professional work at one-fifth of Astra's standard input and output token prices, with cached input as low as $0.10 per million tokens (95% less than standard input and 50% less than GPT-6 Sol's cached input) and standard API prices of $2 input, $0.10 cached input and $10 output per million tokens, available to all Plus, Pro, Business, Enterprise and Edu users in ChatGPT Work and Codex (not yet in Chat) and callable by developers as gpt-6.1-sol; OpenAI says it matches Astra on DeepSWE v1.1 at about one-fifth the cost and beats GPT-6 Sol's best score by 6.4 points, scores above Opus 5.5 with fallbacks on GDP.pdf at less than half the cost, beats Opus 5.5 by 2.2 points at roughly a third of the cost on AutomationBench at medium effort, outperforms GPT-6 Sol by seven points on OSWorld 2.0 while within 2.1 points of Astra at about one-seventh the cost, more than doubles GPT-6 Sol on Terminal-Bench Science 0.1 at $5.47 per task on average and cuts the share of responses with a factual error from 11.4% to 7.7% at low reasoning effort, with an Ultrafast tier up to 8x faster coming soon

Published by Google on its official blog on 23 September 2026 and described as its most expressive audio generation models yet: Gemini 3.8 Flash TTS is built for deep creative direction and character design, creating entirely new voices from natural language and directing performance, pacing, dialect shifts and backchanneling line by line, while Gemini 3.8 Flash-Lite TTS is built for high-volume, cost-efficient dubbing and expressive voice agents; both offer 2,000+ production-ready voices across more than 100 languages and dialects (including Mexican Spanish, Quebec French and Scots English), voice replication from just a 30-second audio sample backed by built-in consent verification, SynthID watermarking and C2PA credentials (voice replication through AI Studio is not available in Illinois, Texas, the EEA, the UK, Switzerland and India), and hours of long-form audio with native two-speaker scene staging; Google says Flash TTS secures the #1 overall spot on Hume AI's Voice Design Benchmark (71.4) and leads accent modeling (60.8), with Flash TTS and Flash-Lite TTS taking the #1 and #2 spots on Hume AI's Overall Quality Index, rolling out in the Gemini API, Google AI Studio and Gemini Notebook with Flash-Lite TTS also in Google Vids

Released by Cognition on 10 September 2026 and described as its most advanced coding model yet: it achieves 50.0% on FrontierCode 1.1 Main, within one point of Fable 5.1 while being 64% cheaper, pushing the Pareto frontier of capability and inference cost; SWE-2 is post-trained from the 2.8-trillion-parameter Kimi K3, with Cognition saying it scaled RL to the multi-trillion-parameter regime for the first time and trains all reasoning-effort levels in a single RL run; Cognition reports SWE-2 at 50.0% on FrontierCode 1.1 Main, 73.0% on DeepSWE 1.1, 92.8% on Terminal-Bench 2.1 and 27.3% on Terminal-Bench 4 (versus Kimi K3's 44.2%, 68.5%, 88.3% and 21.5%), and says SWE-2 medium scores higher than SWE-1.7 on FrontierCode 1.1 Main while taking 58% fewer turns and costing 81% less on average, making its first real edit after a median of 18 steps versus 48 for SWE-1.7; it is available from launch day in Devin Desktop and CLI and is rolling out on Devin Web and Fusion

Open-sourced by Alibaba Cloud's Qwen team and described as a unified text-to-image generation and editing model in the Qwen family: its visual generation component has just 7B parameters in 32 Single-Stream DiT layers and uses mixed-granularity attention and prefix KV cache reuse to balance generation quality, inference efficiency and versatility; it supports native transparency (RGBA) generation and editing, can extract subjects from photographs, supports up to 10 reference images and local edits via circles, painted annotations or separate masks while preserving identity for people and products, improves typography, portrait lighting and fine details, and supports aspect ratios including 1:1, 4:3, 3:4, 3:2, 2:3, 16:9 and 9:16 at resolutions up to roughly 2048 pixels; the model publishes open weights on Hugging Face and ModelScope under the Qwen Research License, with a Hugging Face Space demo and local use through the diffusers QwenImage21Pipeline or memory optimization such as CPU offload

Released by TypeSafe AI on 15 September 2026 and described as Jev, the first public System 1 decision model — a new class of frontier models that returns calibrated probabilities and type-safe structured values instead of generating text; developers define questions in natural language with primitives like choice, score and null and get machine-readable probabilistic outputs back in 70-500ms, priced at $42 per billion input tokens ($0.042 per million) with output tokens free, trained with what the team calls RLCD (reinforcement learning for calibrated decisions) and using parallel sampling to generate all outputs in a single query, with the team saying it makes no type errors and cannot hallucinate; TypeSafe says it fits AI-powered workflows and smart if-statements (classify, route, score, extract or branch), map-reducing over big data, 100ms real-time applications, and scoring, judging, verifying, guardrailing and detecting jailbreaks of LLM prompts, reasoning traces or outputs, and in its published workflow evals reports about 193.6x faster and 444.6x cheaper than reference models; it is available today in early access by waitlist

Published by OpenAI on 29 September 2026 and described as remarkably capable, always-on agents: powered by GPT-6 Astra, they have their own cloud computer, browser and connected apps, learn from feedback and work toward your goals 24/7, connect to more than 4,000 apps through the plugin ecosystem and are always within reach in ChatGPT, Slack and Teams with texting coming soon, rolling out first to Pro and Business Premium users in eligible markets with Enterprise (including Edu and Healthcare) able to try the beta when their workspace admin enables it, off by default, with the first dot included in your plan at no extra cost, conversations not counting toward usage limits, safeguards including auto-review, Custom Rules and Activity View, and specialist dots with their own identity that integrate with Microsoft Agent 365

Announced by NVIDIA on 28 September 2026 and described as an open software platform and reference system design to strengthen AI security from agent testing to deployment: it consists of the NVIDIA OpenShell open source runtime (which sets boundaries for agents on CPUs, traces all actions and enforces policy with minimal overhead on NVIDIA Vera CPUs and can extend to Arm and Intel platforms) and the NVIDIA Sentry reference design (an out-of-band watchdog on BlueField-4 DPUs that continuously monitors agent behavior and quarantines out-of-bounds agents in milliseconds), built on NVIDIA DOCA; Anthropic's Claude Managed Agents establish a security boundary by running the agent loop on a separate server from the execution sandboxes and integrate with OpenShell and BlueField; more than 100 organizations including Anthropic, Cisco, CrowdStrike, Dell, HPE, Hugging Face, JPMorganChase, Microsoft, Palantir, Palo Alto Networks, Perplexity, Red Hat, Salesforce, SAP, ServiceNow and SpaceXAI are working with NVIDIA on the platform's technologies

Announced by Anthropic and described as a package of connectors and ready-to-run workflows that put Claude inside the tools small businesses depend on: toggle it on inside Claude Cowork, connect the tools you already use (Intuit QuickBooks, PayPal, HubSpot, Canva, Docusign, Google Workspace and Microsoft 365) and it can plan payroll, close the month, run a sales campaign, chase invoices and more; it ships with 15 ready-to-run agentic workflows across finance, operations, sales, marketing, HR and customer service plus 15 skills built on the repeatable tasks owners said slow them down most (including an invoice chaser, margin analyzer, month-end prepper, tax-season organizer, contract reviewer, lead triager and content strategist), with Claude doing the work and you approving before anything sends, posts or pays, alongside the free AI Fluency for Small Business online course built with PayPal and the Claude SMB Tour workshops hosted by Tenex and Anthropic

Announced by the Google Workspace team on 15 September 2026, where Google says AI Overviews in Gmail search are now available to global users on paid plans with their Gmail language set to English, previously limited to users in the US: you can ask natural language questions in Gmail's search bar and get concise summaries and answers without digging through emails; the feature is ON by default if Gemini for Workspace in Gmail and Workspace Intelligence access to Gmail are enabled, with users needing both Smart features in Gmail, Chat and Meet and Google Workspace smart features turned on; Rapid Release domains started a gradual rollout on 3 September 2026 (up to 15 days for visibility), Scheduled Release domains get full rollout starting 21 September 2026 (1-3 days) and Personal Google Accounts started a gradual rollout on 3 September 2026

Published by Microsoft in September 2026, where the Power Platform monthly feature update brings a set of AI-powered development capabilities: the canvas authoring agent plugin is now generally available so makers can create, inspect and update canvas apps through agent-driven interactions with their favorite coding agent, and the app-builder skill is generally available to turn natural-language requirements into an application plan starting with user personas and the jobs they need to accomplish, building and editing model-driven apps with tools such as GitHub Copilot CLI or Claude Code and creating no app artifacts until you approve the build plan, with everything produced being a standard Power Apps and Dataverse artifact; generative pages can be embedded in a model-driven app form and automatically receive the current recordId and can use Power Platform connector data in public preview, and version 2609.1 reaches general availability for the header and navigation refresh and enters preview for display density

Microsoft's reimagined Copilot announced on 25 September 2026: Home becomes the new starting point where Chat and Cowork come together with Office in Copilot bringing the full power of Word, Excel and PowerPoint in, Code lets anyone build their own solutions with tools to run them safely powered by the same underlying technology as GitHub Copilot and running in a sandbox hostable within your tenant, and Autopilot is a persistent, proactive and personal cloud-hosted digital teammate that keeps working even when you are not and can be @mentioned in Teams and Outlook, with Home and Code starting to roll out through the Frontier program in the coming weeks, Autopilot expanding to private preview at the end of the month and new FinOps for AI capabilities to manage AI spend

Published by Anthropic on the Claude blog on 17 September 2026, described as projects redesigned from folder to conversation: you describe what needs to get done and Claude scopes the request, delegates the work, coordinates parallel threads, reviews the outputs and assembles the finished result, with each thread a Claude Code cloud session working on its own branch and copy of the repo, every thread adding to and drawing from a shared memory, steerable at any time even from your phone, keeping working after you step away and further split using subagents, loops and workflows, available in beta to select Claude Pro and Max subscribers who use cloud sessions

Published by Google on its official blog on 15 September 2026 and described as its most advanced live dialogue models yet: Gemini 3.8 Live is built for scale and cost efficiency, combining conversational intelligence with fluid dialogue and visual grounding, automatically detecting and switching between 97 supported languages mid-conversation while executing tools and API calls in the background, and 3.8 Live Extended Thinking is built for high-complexity tasks, reasoning and speaking simultaneously with live progress narration, capturing the #1 overall spot on Artificial Analysis' Speech to Speech Quality Index at 82.6 (68.6% on τ-Voice, 35.1% on Sierra's τ-Voice-banking and 97.7% on Big Bench Audio), with all generated audio watermarked with SynthID

Announced by Google on its official blog on 3 September 2026, where Google says that through the new Gemini 3.5 Live integration you can use your voice to manage tasks in Gmail, Docs and Keep: Gmail Live uses conversational search to scan your inbox and answer quickly (such as "What's my flight's gate number?"), Docs Live acts as a hands-free thought partner and co-writer in real-time conversation that structures context-aware documents and, with permission, pulls details from Gmail, Drive, Chat and the web, and Keep Live turns spoken brain dumps into structured, actionable lists and notes in the background, rolling out this week for specific Google Workspace subscribers and business customers

Published by Adobe on its official blog on 8 September 2026 ahead of IBC 2026, where Adobe says it brings a powerful new set of AI-powered tools and upgrades to Premiere and After Effects: a new Generative Media tool generates video and sound effects directly in the timeline (Generate Video, Generate Sound Effects, Generate Soundscape beta and Generate Music beta) with a choice of Adobe Firefly and partner models including Google Veo, Kling, Runway and Luma, AI Assistant is now in public beta in After Effects and can work across an entire project to reorganise projects with thousands of layers, repair technical issues and create complex motion effects like expressions without writing code, plus smarter audio tools such as Enhance Audio, Separate Crosstalk and Dynamic Auto Ducking and Color Mode updates adding Style Modules like Vignette and Midtones and a one-click Auto Color tool

Released by Apple on 14 September 2026 with its 2027 software releases and described as an entirely reimagined Siri powered by the next generation of Apple Intelligence: detailed responses and rich natural conversation, a dedicated app, expanded Visual Intelligence and integrated writing tools, running on the next generation of Apple Foundation Models on device and on servers via Private Cloud Compute where personal data is not stored nor made accessible to Apple or anyone else, starting as an English beta and expanding to French, Japanese, Korean, Portuguese and Spanish next month

Announced by Google Labs on 18 March 2026 and described as Stitch evolving into an AI-native software design canvas that lets anyone create, iterate and collaborate on high-fidelity UI from natural language, adding an AI-native infinite canvas that accepts images, text or code as context, a design agent with Agent manager, DESIGN.md design systems, voice design with real-time critiques, instant interactive prototypes and exports to AI Studio and Antigravity

An experimental Google Labs tool that Google says lets you chain prompts, models and tools into working AI mini-apps using plain natural language and visual editing: it translates your instructions into a visual workflow for fine-grained control without seeing a line of code, lets you build and remix by conversation or editor, and shares apps instantly from a personal Google account with anyone who has one

Announced by Meta at Connect 2026 on 24 September 2026, where Meta says Meta Superintelligence Labs introduced Muse Realtime Avatar, state-of-the-art embodiment technology turning Muse Realtime Voice into expressive, interactive avatars, alongside a customisable voice mode, a dedicated email address, Muse for Mac computer use and more connectors (Walmart, Best Buy, Sephora, PayPal, Expedia, Notion, GitHub and more), with Muse coming to AI glasses and the pocket-sized Muse Charm

Released by Canva on 16 April 2026 and described as its biggest product evolution since 2013, turning Canva into a conversational, agentic platform powered by the Canva Design Model, which Canva calls the world's first foundation model built for creativity, generating fully layered, editable designs from a single prompt where changing one thing changes only that thing, plus a Memory Library, Brand Intelligence and new workflows including connectors, scheduling, web research, Sheets AI and Canva Code 2.0

Released by OpenAI on 22 July 2026: a battle-tested enterprise product that OpenAI says helps companies deploy trusted AI agents across customer and internal workflows, pairing model reasoning with policies, guardrails and escalation rules to verify accuracy and performance, where each deployment starts with a specific job such as billing, insurance claims or employee IT requests, the agent receives only the required knowledge and access, simulations and graders test it before launch and a Codex powered loop improves it after, already powering OpenAI's English phone support and resolving 75% of inbound issues without human assistance, available via a limited general availability program

Released by Perplexity on 25 February 2026: it unifies every current AI capability into a single system, a general-purpose digital worker that operates the same interfaces you do and creates and executes entire workflows that run for hours or months, where you describe an outcome and it breaks it into tasks and sub-agents that run asynchronously in isolation with a real filesystem, browser and tool integrations, running Opus 4.6 as its primary reasoning engine while routing subtasks to Gemini, Nano Banana, Veo 3.1, Grok and ChatGPT 5.2, available to Perplexity Max subscribers

Released by Cursor on 2 April 2026: a unified workspace for building software with agents, with a from-scratch, agent-first interface that Cursor says is faster and cleaner, offering a multi-repo layout, seamless local and cloud handoffs and a switch back to the Cursor IDE anytime, with all local and cloud agents (including those started from mobile, web, desktop, Slack, GitHub and Linear) in the sidebar, cloud agents producing demos and screenshots, the in-house Composer 2 model for fast iteration, a new diffs view from commit to merged PR, an integrated browser and hundreds of marketplace plugins

Launched by Wispr Flow on 5 August 2026 and described as its first product beyond dictation: it records your meetings and turns them into transcripts and summaries you can act on, with no bot joining your call and working on every meeting platform, walking in with context you have already built from your calendar, email and Slack to get your words, names and speakers right, offering live and cleaned-up transcripts, summaries and action items plus AI queries across meeting history, launching for Mac (macOS 14.4+) and English only with one-toggle org-wide admin controls

Released by ElevenLabs in May 2026 and described as the first AI dubbing model to carry the emotion and performance of the original speaker across every language, conditioning directly on the original performance instead of generating flat audio from a transcript alone to preserve tone, pacing, delivery and emotional intent across 90+ languages, with a sync-aware translation system that automatically aligns starts, stops and pacing to reduce manual adjustment, one-click localisation of videos inside ElevenCreative and ElevenProductions combining Dubbing v2 with human translators, expert voice casting and professional audio mixing

Released by Anthropic on 22 September 2026 as the first model in the Claude 5.5 family: it performs at the level of Claude Fable 5.1 on most work while costing 40% less to run than Opus 5, at $4 input / $20 output per million tokens (20% less than Opus 5), $0.20 cache reads (60% less) and over 30% faster output, and Anthropic says it is its strongest model yet on its automated behavioral audit

Added to OpenAI's GPT-6 universe on 22 September 2026 and trained with methods similar to GPT-6 Astra to bring its frontier capabilities to faster, more affordable models, with API prices cut 50% versus GPT-5.6 promotional pricing ($2/$10 per million tokens for Sol and $0.10/$0.50 for Luna), about half as many factual mistakes and cheaper coding and computer use

World Labs' next-generation world model announced on 1 September 2026: an omni model pretrained from scratch to natively operate on text, images, video and 3D, capable of pixel-perfect camera-controlled generation (up to 1 minute of 1440p video), sparse-view 3D reconstruction, space-time simulation and text-to-image, reported to outperform specialist reconstruction models and set to power Marble, with early access open for applications

OpenAI's data agent announced on 10 September 2026: it connects to approved company data sources such as Amazon Redshift, Google BigQuery, Databricks and Snowflake to investigate changes in business metrics, build editable and shareable interactive dashboards and take follow-up action in plain language without SQL, grown from the internal data workflow OpenAI says nearly all of its teams use

Announced by Microsoft at Build on 2 June 2026 as its first Autopilot agent, a category of always-on agents with their own identity that act on your behalf: integrated with Teams, Outlook, OneDrive and SharePoint plus chats, email, calendar and contacts, it schedules meetings across time zones, blocks time for deliverables and surfaces stalled decisions, is built on open-source OpenClaw and runs under its own governed Entra identity, in private preview via the Frontier program

Google's two Gemini 3.8 models released on 2 September 2026: 3.8 Flash targets long-horizon coding and autonomous agents with substantial gains over 3.7 Flash and 54.9% on HLE-Verified at $0.75 per million input tokens, while 3.8 Flash Cyber is a trusted-defender security model for vulnerability detection and automated patching offered only through the Fairwind program

Anthropic's frontier model released on 1 September 2026 alongside Claude Fable 5.1 as the same underlying model at a different safeguard tier, with Mythos 5.1 limited to vetted cybersecurity and life-sciences users through Trusted Access and able to reach capabilities otherwise blocked, with a 1M-token context and $10 per million input tokens, powering the Claude Security scanner

Officially released by DeepSeek on 10 September 2026 as the smallest member of its new architecture family with native multimodal understanding and a smaller KV cache for lower API prices, reported to beat the flagship V4-Pro across performance, cost, speed and total runtime, with V4-Pro being phased out and the model callable as deepseek-flash

Moonshot AI's preview model that went live in Kimi Code on 11 September 2026, bringing vision and multimodal input to the Kimi family for text, images and video, with a 1M-token context on every tier versus 262,144 for K2.7 Code, low/high/max thinking with max by default, and the same API model ID (kimi-for-coding) so no reconfiguration is needed

SpaceXAI's model released on 21 September 2026 and billed as its most powerful for coding and knowledge work, using a larger base model than Grok 4.6 with a longer RL run on multi-hour tasks for better self-verification and long-context handling plus native Grok Bot understanding, at the same $2 per million input token price and now live in Cursor and Grok Build

OpenAI's image model released on 8 September 2026 as the successor to Images 2.0: more natural lighting and texture, better preservation of people and products from reference photos, edits that survive long multi-turn sessions and up to 50% lower latency, plus Sketch drawing, comment-based edits and templates in ChatGPT, with GPT-Image-2.5 Flare and Sunburst in the API

Google's image generation and editing model built on Gemini 3 Pro, officially Gemini 3 Pro Image, best-in-class at rendering legible text inside an image from a short tagline to a full paragraph in multiple languages, with Gemini's reasoning and world knowledge for infographics and mockups, available in the Gemini app, Google Ads and AI Studio and integrated into Adobe Firefly and Photoshop

An open-source ChatGPT alternative positioned to run 100% offline on your computer: llama.cpp does the inference locally, your data stays on-device, and it works without a connection, while also supporting cloud models, LocalDocs Q&A over your own files and an OpenAI-compatible local endpoint for other apps

WhisperX fixes two gaps in OpenAI Whisper: per the official repo it uses VAD segmentation and batching to reach about 70x realtime with large-v2, then aligns output with an external phoneme model to bring utterance-level timestamps down to each word, with speaker diarization via pyannote for meetings, subtitles and interviews

Turns every step of diffusion generation into a visible node you wire into a graph: model loading, prompt encoding, sampling and upscaling are each a node for a transparent, reproducible pipeline, GPL-3.0 open source with native support for Stable Diffusion, SDXL, Flux.1, Flux.2 and Qwen Image, running locally with an API and backend for your own services

OpenAI's new frontier model unveiled on 3 September 2026 and billed as its best software-engineering model yet, with computer use nearly 2x faster, rolling from a limited preview to ChatGPT Plus, Pro, Business and Enterprise plus the API and AWS

Anthropic's frontier model released on 1 September 2026 in two safeguard tiers, with Fable 5.1 generally available and Mythos 5.1 vetted, built for long-horizon agentic coding and research, with cache reads cut 75% and a 1M-token context window

NVIDIA's open-source toolkit for enterprise agents, bundling Nemotron models, NemoClaw blueprints, the AI-Q deep research agent, cuOpt skills and the policy-enforcing OpenShell runtime, with CUDA-X libraries usable as skills and 17 enterprise software leaders adopting

Alibaba's agentic platform where multiple expert agents understand, plan, execute and iterate on real tasks, with memory and rules, skills and plugins, across IDE, CLI, JetBrains plugin and local QoderWork, plus a managed cloud agent runtime for enterprises

Meta's personal AI agent announced on 8 September 2026, positioned as doing the work rather than only answering: sending email, booking travel, filling forms and negotiating, running on a dedicated Muse Secure VM with Sentinel gating internet access

Put a top-tier image model inside the apps you already live in: Pics runs on Nano Banana to generate and refine visuals from text, lets you isolate an object or rewrite and translate text inside an image, and takes note-style edits the way you comment in a Google Doc, wired into Slides, Docs and Drive from 1 Sept 2026

A three-tier music model family: v6 for polished, steerable output, v6-wild for unexpected experimental takes and v6-mini for fast free generation, the first Suno generation trained with licensed partners like Warner Music Group, BMG and Believe, with part-level editing by prompt or lyric word and text, image or video references

Google DeepMind's world model for creating anything from any input, starting with video: mix text, images, audio and video to generate footage, then refine the same clip conversationally, changing the lighting, the jacket or the camera move while keeping characters and scenes consistent, with SynthID watermarking built in

Instead of yet another tab, Viktor drops an AI coworker straight into the Slack and Teams your team already lives in: @mention it like a human colleague and it works across 3,200+ tools, pulling Stripe data into a revenue dashboard, auditing ad spend, opening GitHub PRs or reconciling invoices, returning PDFs, spreadsheets and web apps rather than walls of text

When AI sped up writing code but nobody sped up reviewing it, Hyrax takes over the review loop: connected to GitHub it reads the whole codebase, hunting issues across six domains, writes a failing test to prove each finding is real, writes the fix in context, runs the repo's own tests and build, then opens a pull request for the team to review and merge

Hand it your website and get a whole set of on-brand marketing content in minutes: Pomelli reads your site to distil a brand DNA and auto-generates matching social copy and imagery, a free public beta from Google Labs and DeepMind for budget-strapped SMBs

A moodboard that grows itself: Mixboard fuses an open canvas with generative AI, filling a whole board from one prompt or a few images and letting you add, recolour and combine in plain language, made by Google Labs for decor, event and product ideation

Put a virtual camera crew inside AI video: Cinema Studio lets you pick camera body, lens and focal length for footage with real optical physics, lock characters across shots and stack camera moves, with 15+ models like Kling, Sora, Veo and Seedance in one subscription

Stop bouncing between one prompt and one app: Figma Weave wires multiple AI models and pro editing tools into a node graph so one instruction can hit several models at once, flows can branch, and finished pipelines become reusable Tools. Formerly Weavy, now part of Figma

Turn a stack of documents into an explainer video that lands: upload PDFs, slides, charts and images and NotebookLM generates a narrated visual walkthrough pulling images, diagrams, quotes and numbers from your own sources, with customisable focus topics and audience

Translate audio and video into 90+ languages while preserving each speaker's emotion, tone, timing and voice, with the original soundtrack retained and no re-mixing needed

Turn PDFs, web pages, video and audio into a two-host conversational audio overview that maps the through-line, with language and length options and 3 free overviews per day

Split a finished song into vocals, drums and bass stems for mixing, karaoke backing tracks or AI vocal and instrument swapping, with DAW-ready stem export

One entry point aggregating Veo 3.1, Sora 2, Seedance and Kling, with text-to-video, image-to-video, first/last-frame chaining and native synchronised audio

Describe the goal in plain language and the agent reads code, refactors across files and runs tests until they pass, available in terminal, IDE and desktop form factors

An MIT-licensed open source coding agent for terminal, IDE and desktop, bundling free models while connecting 75+ providers and local models through Models.dev, with parallel sessions, automatic LSP loading and shareable session links

A development platform rebuilt as an agent command center: the editor is only one view while the platform orchestrates agents that plan and execute end-to-end tasks, managing parallel local agents across workspaces with IDE, CLI and SDK entry points

A Chromium-based AI-first browser whose assistant is built into the interface rather than bolted on as an extension, summarising across tabs, tidying tabs, drafting email, comparing products and filling forms on Windows, macOS, Android and iOS

A sitemap built for AI: generate a structured llms.txt index, compile the whole site into one llms-full.txt Markdown file for a single context load, and auto-generate a search MCP server so Claude, Cursor and ChatGPT retrieve your live docs

Teach AI your company before it works: 250+ connectors pool documents, messages and tickets into an enterprise graph, on which permission-aware search and enterprise memory sit, with agents taken from builder and orchestration through to governance and a library

A disposable isolated machine for code-writing agents: every run executes in its own Firecracker microVM with no shared kernel, egress sealed by default and secrets kept out of the model context — E2B, Daytona and Modal class tooling

Write the what and why before the agent builds: GitHub's open-source Spec Kit turns requirements into a specification, technical plan and executable tasks across three independent entry points, so AI-written code can be reviewed and traced

Let agents across different vendors, frameworks and servers interoperate: Google's Agent2Agent protocol, hosted by the Linux Foundation, gives agents a common language to discover capabilities, negotiate modalities and collaborate on long tasks without exposing internals

When answering means stitching several documents together, vector search falls short: GraphRAG extracts a knowledge graph, builds community hierarchies and summaries, then retrieves against them with global, local and DRIFT query modes

Not a video clip but a world you can walk into: Google DeepMind's Genie 3 turns a text prompt into an interactive environment navigable in real time at 720p and 24fps with minutes of consistency, useful for scene previews and embodied-agent simulation

Let AI agents actually pay: AP2, ACP, x402 and MPP turn authorisation, checkout and settlement into signed auditable machine flows, with mandates capping spend and merchants

Agents that look at the screen and drive mouse and keyboard inside isolated sandboxes — no API required — OpenAI CUA, E2B, Browserbase and Daytona class tooling, the strongest RPA replacement of 2026

Programmable guardrails around the model: detect direct and indirect prompt injection, scope tool calls to least privilege and filter outputs — NeMo Guardrails and LlamaFirewall class, the answer to OWASP LLM01

Package workflows as one folder plus a SKILL.md so a general agent becomes a specialist on demand; progressive disclosure keeps a large skill library cheap on context, with the open Agent Skills spec across Claude apps, Claude Code and the API

Give AI-generated content a machine-readable identity: C2PA credentials, invisible watermarking and signatures in three layers, meeting EU AI Act Article 50 duties applicable from 2 August 2026 with provable deepfake disclosure

Parse PDFs, scans and multi-column tables into clean structured JSON or Markdown, extracting fields against your own schema with citations — Reducto, Mistral OCR and Document AI class tooling

One key and an OpenAI-compatible endpoint for hundreds of models, routed by price, latency and availability with instant failover — OpenRouter, LiteLLM and Vercel AI Gateway class routers

AI agents that take over tickets and actually close them, executing refunds and address changes rather than just replying — Intercom Fin, Zendesk AI agents and Sierra class agents billed per resolution

Turn Figma files, screenshots or a prompt into runnable React and Tailwind code with component structure intact — Anima, v0 and Builder.io class tools, with MCP handoff to coding agents

Log tokens, latency and dollar cost per model call and split spend by team, user and feature, with budget alerts and cut-offs — Helicone, Langfuse and LiteLLM class cost observability

Give every AI agent its own identity and least-privilege credentials — secrets never enter the model context, every tool call is audited, so agents can safely reach internal systems

Connect ChatGPT, Claude, Cursor and other AI clients to your mail, calendar, docs and SaaS tools over MCP — no glue code, with permissions you can revoke anytime

Collapse hundreds of tool APIs into a single call — route by intent to the right tool and handle auth, argument validation and retries so agents stop stalling on tool choice

Trace every agent run end to end — replay prompts, model output and tool calls step by step, track token cost and failure rates, debug root cause and run regression evals

Plug into your coding agent and let it drive real devices and emulators — tap, type, assert and screenshot without maintaining test scripts, with automatic regression on every change

Audit how often your content gets cited by AI answer engines like ChatGPT, Gemini and Perplexity, score structure and authority, and get rewrite tips to raise AI search visibility

Tell AI what you need in plain language and it works inside your spreadsheet — cleaning data, building financial models, writing formulas and charting without functions or macros

Let AI operate your own computer to finish cross-app tasks — organize files, fill forms, batch-edit images and run workflows without writing a single script

Systematically design the context you feed an LLM — split system prompts, arrange references and history, estimate token usage live and compress it for stabler, cheaper output

Centrally manage the AI agents inside your company — see each agent's permissions, data access and call logs, then set approvals and guardrails so agents stay safe and auditable

Estimate how much prompt caching saves on token cost and compare cache read/write discounts across OpenAI, Claude and Gemini for long prompts and RAG

Call GPT, Claude, Gemini and open models through one API, auto-route each request to the most cost-effective model with live pricing and failover — OpenRouter class

AI avatars record lifelike UGC talking-head and product videos with scripts, lip-sync and subtitles, batch-produced ad-ready for testing

Run open-source LLMs locally with privacy and offline use, one-click model downloads and automatic VRAM management — Ollama, LM Studio and llama.cpp class

Describe what you want in plain language and AI generates runnable apps and UIs, iterate by chat with live preview and one-click deploy — Cursor, Bolt.new and Lovable class

AI parses resumes, scores and ranks candidates against the role, matches talent pools and runs first-round screening and scheduling — hireEZ, Paradox and Gem class

Feed reviews, surveys or social text and AI labels sentiment and emotion, extracts topics and supports batch brand monitoring — MonkeyLearn, Brandwatch and Lexalytics class

AI triages your inbox, summarizes threads, extracts to-dos, ranks priority and drafts replies in your tone — Superhuman, Shortwave and Gmail Gemini class

AI analyzes spending, builds budget and savings plans and suggests risk-based asset allocation with money Q&A — Cleo, Origin and Wealthfront class

Describe your ideal customer and AI finds and verifies prospect contacts, scores intent and writes personalized outreach — Apollo, Clay and ZoomInfo Copilot class

Turn one sentence into a polished deck — AI writes outline, layout, visuals and charts, Gamma, Beautiful.ai and Tome class presentation generator

Upload a resume and AI scores it against ATS rules, flags missing keywords for the target job and rewrites bullets into quantified achievements — Jobscan and Teal class

Edit video by editing text — auto rough cuts that strip filler words, captions, music and smart color grading, Descript, Runway and CapCut AI class workflow

Edit photos with a sentence — swap backgrounds, remove objects, outpaint and inpaint with layer-based non-destructive editing, Adobe Firefly and Photoshop class

Describe the data you want and AI detects page structure, paginates and exports a table — no XPath, no code, Browse AI, Apify and Firecrawl class scraper

Snap a photo or type a problem and AI solves equations, calculus, linear algebra and statistics step by step — Julius AI, MathGPT and Photomath class

Turn recordings, interviews and videos into text and captions with speaker labels, timestamps and summaries in 100+ languages — Whisper, Otter and Notta class

Auto receipt recognition, smart bookkeeping, bank reconciliation and financial reports for small business — Numeric, Ramp and QuickBooks class

Generate ad copy, SEO articles, social posts and email campaigns with consistent brand voice — Jasper, Copy.ai and HubSpot AI class marketing tool

AI flags risky contract clauses with suggested edits, researches statutes in natural language and assists drafting — Harvey, Spellbook and Robin AI class

Record your screen and let AI do the editing — auto titles, chapters, transcripts, filler-word removal and translated captions, Loom, Screen Studio and Descript class

One natural-language search across internal docs, chats and SaaS data with cited AI answers — Glean, Perplexity Enterprise and Microsoft 365 Copilot class

Snap a photo or upload a problem and AI walks you through math, physics, chemistry and essays step by step — Photomath, Gauth and Answer AI class study assistant

Turn a single sentence into a running full-stack app with database, auth and one-click deploy — Lovable, Bolt.new, v0 and Replit Agent class builder for non-coders

Edit podcasts like a document — delete the word, delete the sound. One-click noise removal and AI voice generation, Descript, Adobe Podcast and Podcastle class

Let AI operate a real browser like a human — book tickets, compare prices, fill forms and collect data with Manus, OpenAI Operator and Genspark class agents

AI answers and places human-sounding calls for support, outbound sales, reminders and surveys — Bland AI, Vapi and Retell AI class phone agents with auto call summaries

Spot checkable claims in text, live streams and video, verify against authoritative sources in real time and get ratings with evidence — Full Fact AI class tooling

Split complex work across specialized AI agents that collaborate and review each other — CrewAI, AutoGen, LangGraph and OpenAI Swarm class orchestration

Give agents persistent cross-session memory of preferences and context with Mem0, Zep and Letta class memory layers — integrate via API or MCP in a few lines

Auto-clip livestreams, long videos and podcasts into highlight shorts with AI captions and titles for one-click publishing to TikTok, Reels and Shorts

Let an AI agent read your codebase, plan tasks and write or fix code across files with terminal access — Claude Code, Codex and Cursor class agents

Translate video subtitles into 65+ languages in one click with timings preserved — supports SRT, ASS and VTT with seamless AI dubbing handoff

Convert any song into a cover in your chosen voice — preserving pitch, vibrato and breath detail for covers, remixes and music production

Upload documents, web pages, videos and audio — AI builds a personal knowledge base with cited Q&A, summaries and study guides, NotebookLM-style

Type a research question and AI breaks it into subtopics, searches the web and cross-checks facts into a cited deep research report

Describe your site in one sentence and AI generates complete pages and code — edit visually online and publish with one click

Let an AI voice bot answer and make calls around the clock — handling inquiries, bookings and support with multilingual handoff to humans

Type a topic and AI builds the syllabus, lessons, quizzes and slides — a fast start for educators, trainers and course creators

Upload a still photo and AI makes people blink, smile, turn their head or even speak — for reviving old photos and creative short videos

Ask like chatting with an expert — AI searches the live web and returns structured, cited answers for research and decisions

Brush over people, clutter, watermarks, wires or blemishes and AI removes them while reconstructing natural background textures

Upload a full-body photo and try on tops, dresses and outfits online — AI fits garments to your body shape and lighting realistically

Practice immersive conversations with an AI tutor that corrects grammar and pronunciation in real time and adapts lessons to your level

Upload PDF or EPUB books and let AI distill chapter takeaways, core arguments and key quotes — understand any book in minutes

Turn selfies into professional business headshots with formal, casual and creative styles and smart backgrounds for LinkedIn and resumes

Turn one sentence or an image into original stickers with 20+ cartoon and 3D styles, transparent backgrounds and print cut lines

Generate printable black-and-white coloring pages from any topic — 30+ categories with A4 print and KDP-ready 300DPI export

Auto-cut long videos into highlight clips — AI finds the best moments and builds captioned vertical shorts for streamers and creators

Upscale low-resolution video to 4K/8K with AI — remove blur, noise and artifacts for old films and footage, with batch processing

Clone any voice from seconds of audio with AI-powered natural multi-language speech for voiceover and content

Real-time or offline voice transformation into male, female and anime voices for streaming and gaming

Colorize black-and-white photos with AI in one click — realistic colors with HD export

Turn text into lip-synced talking avatar presenter videos with avatar cloning and multilingual narration

Auto-break video scripts into shot-by-shot storyboards with AI visual and camera guidance

Smart gross margin, net margin and markup calculation with AI pricing insights for e-commerce and SMBs

Smart mathematical expectation calculation for investment decisions and risk assessment

Smart definite and indefinite integral solving with AI method detection for math learning and research

Smart arc length calculation with degree/radian support - essential for engineering design and geometry

Smart square root curve conversion for exam scores - essential for teachers and students

Turn WiFi name and password into a QR code, scan to connect instantly. Supports WPA/WPA2/WPA3, printable with custom logo

Turn name, phone and email into a vCard QR code, scan to save the contact in one tap. Custom logo and HD export supported

Simulate tilt-shift depth of field and turn photos into a miniature toy world, with adjustable blur zones and HD export

Add directional or radial motion blur for speed and dynamism, with local blur and lossless HD export

Pixelate images into mosaic with one click — for privacy protection or retro 8-bit pixel art, with local redaction and batch processing

Turn static images into dynamic videos with product animation, portrait motion and camera moves — made for social media and ads

Generate logo concepts, color palettes, typography and a style guide from a brief — a complete visual identity in one workflow

Upload a contract and AI flags risky clauses, liability and compliance issues, returning a structured risk summary with revision suggestions

Turn pet photos into oil painting, watercolor, cartoon and royal-style portraits in 20+ art styles with print-ready HD quality

Create professional e-commerce product photos, scene shots and marketing assets with smart background swap for Taobao, Amazon, Shopify

Estimate AI role salaries by position, city, experience and tech stack across 20+ roles and 30+ cities, with one-click negotiation reports

Turn one sentence into HD phone, desktop and tablet wallpapers in 15+ styles including cyberpunk, watercolor and 3D, up to 4K

Generate sound effects for film, games and video from text — ambient, UI and atmospheric sounds across 30+ categories with WAV/MP3 export

Generate 50+ creative domains from brand keywords with real-time availability checks across 20+ TLDs like .com, .ai and .io

Create 8-bit/16-bit pixel art from text for game characters, scenes and avatars with transparent PNG/GIF export

Simulate real interviews with AI-generated questions from any job description, real-time answer analysis and tips for behavioral, technical and system design rounds

Type a phrase and AI matches 1000+ popular meme templates with generated captions — custom images, styles and HD watermark-free export

Estimate VRAM for local LLM deployment by parameters, quantization and context length with KV cache accounting, built-in Llama, Qwen and DeepSeek models

Generate app and UI icons from text in 20+ styles including flat, 3D and skeuomorphic, with auto multi-size export for iOS, Android and Web

Repair blurry, scratched and damaged old photos in one click — smart B&W colorization, HD upscaling and face enhancement to revive precious memories

Turn podcast audio into transcripts with key takeaways, timestamps and quotes — finish a 1-hour podcast in 10 minutes, exportable to Markdown/PDF

Process hundreds of images at once — batch compression, format conversion, resizing, renaming and watermarking with AI quality optimization

Perfectly sync lip movements with new voiceovers in one click — multi-language dubbing, audio replacement and expression fine-tuning

Automatically generate quizzes and study cards from YouTube, Bilibili or local videos — multiple choice, true/false and fill-in-the-blank

Translate entire EPUB ebooks into 30+ languages while preserving chapter structure, layout and images, with one-click bilingual editions

Convert ring sizes by finger circumference or diameter across US, UK, EU, JP, CN and 10+ international standards

Automatically calculate work hours and pay from clock-in/clock-out times, with break deductions, overtime and weekly/monthly totals

Auto-crop and layout passport/visa photos to official specs for 50+ countries, with one-click printable layouts

Convert shoe sizes between US, UK, EU, JP, CN and 10+ standards for men, women and kids, plus foot length (cm) matching

Calculate z-scores and normal distribution probabilities from raw scores, mean and standard deviation, with percentile conversion

Calculate total call costs for AI Agent multi-step tasks, supporting tool calls, loop iterations and mixed-model scenarios across OpenAI, Claude, Gemini and more

Evaluate AI Agent performance across accuracy, completion, latency and cost with 50+ built-in test scenarios and side-by-side agent comparison

Generate Model Context Protocol (MCP) server configuration and code from natural language, with TypeScript/Python and multiple transports

Upload a PDF and chat with its content — Q&A, summaries, translation and cited source locations, with OCR for scans and local-only processing

Translate videos into 30+ languages with auto subtitles, AI voice-clone dubbing and lip sync that preserves the original tone

Generate high-quality 3D models from text descriptions or reference images with multiple styles, export formats and auto-retopology for games, e-commerce and 3D printing

Try dozens of hairstyles on your photo with AI that precisely fits your face shape and hairline — dye, curl, straighten and add volume before you commit

Upload a photo of your bare or furnished room and generate fully decorated renders in 20+ styles including modern, Nordic and neo-Chinese

Paste a YouTube link to extract subtitles and generate concise summaries with key points, timestamp jumps and multi-language translation

Upload photos of yourself or your clothes and let AI build daily outfits with scene-based recommendations, style analysis and one-click looks

Detect deepfake content in images, videos and audio with face swap recognition, voice clone detection and AI content analysis

Detect hallucinations and factual errors in AI content with cross-validated accuracy checks, spotting fabricated citations and false data

Calculate LLM inference throughput, latency and tokens per second, comparing GPUs and quantization configs for deployment planning

Estimate storage, token count and processing cost for AI training datasets, supporting text, image, audio and video data

Calculate LLM distillation training cost, data needs and inference savings to evaluate model compression ROI

Generate personalized travel itineraries with budget control, route optimization and multi-destination planning, shareable in one click

Convert video clips into high-quality GIFs with smart cropping, compression, captions and AI enhancement for memes and marketing

Extract text from images with smart OCR for screenshots, scanned documents and handwriting, supporting 100+ languages

Discover high-value SEO keywords with smart expansion, search volume, competition and difficulty analysis for better rankings

Generate personalized learning roadmaps from career goals and skill level, with stage milestones and daily study plans

Smart compound interest calculation with periodic deposits, inflation adjustment and multi-plan comparison for long-term wealth growth

Smart ROI calculation with payback period, annualized ROI and multi-project comparison for better investment decisions

Generate professional quiz questions from text, notes or topics with multiple question types and difficulty levels for teaching and training

Generate memory flashcards from notes and text with spaced repetition for efficient vocabulary and knowledge learning

Generate SWOT four-quadrant matrices, auto-identifying strengths, weaknesses, opportunities and threats with actionable strategic recommendations

Create website icons from text, images or AI designs, outputting multi-size favicon.ico packs compatible with all browsers

Automatically clean redundant SVG code, merge paths and compress size by 30%-70% on average, with batch support

Upload a photo or describe a style to create anime, 3D, pixel art and professional avatars in 30+ styles with HD output

Convert between SRT, VTT, ASS, SSA, TTML subtitle formats with batch processing, encoding repair and style preservation

Automatically transcribe speech from audio and video with 50+ languages, speaker diarization, timestamps and SRT export

Intelligently separate vocals and instrumentals with multi-track extraction for high-quality backing tracks

Upscale video quality to 4K/8K with AI super resolution, denoising, frame interpolation and restoration

Generate high-CTR video thumbnails for YouTube, Bilibili, TikTok with AI smart layouts and text effects

Generate high-converting ad copy for Google Ads, Meta, TikTok and more, with multi-variation output for A/B testing

Create professional restaurant menus with AI-optimized dish descriptions and pricing, exportable for print

Intelligently convert design mockups, wireframes or webpage screenshots into high-quality code supporting HTML, CSS, React, Vue, Tailwind

Convert articles, PDFs and links into natural podcast conversations with multiple voices and languages

Auto-generate professional forms from business descriptions, supporting 20+ types including surveys, registration, orders

Intelligently generate optimized Dockerfiles with multi-stage builds and security best practices

Intelligently convert between JSON and YAML formats with bidirectional conversion and validation

Automatically analyze API code changes and generate standardized changelogs with Breaking Changes detection

Intelligently detect missing values, outliers, duplicates in datasets with quality reports and fix suggestions

Intelligently detect prompt injection attacks, jailbreak attempts, malicious instructions to protect AI applications

Support AES, RSA, Base64, MD5 and other encryption algorithms, one-click encryption and decryption to ensure data security

Intelligently convert various file formats, supporting 100+ format conversions including PDF, Word, Excel, images, videos

Intelligently track work time, automatically calculate work hours, overtime pay, project costs, generate time reports and analysis

Intelligently generate professional surveys, support multiple question types, one-click creation of survey questionnaires, collect and analyze data

Intelligently generate professional email templates, support business, marketing, customer service and other scenarios, improve email communication efficiency

Intelligently analyze image EXIF data and metadata, extracting camera device, GPS location, modification history, supporting batch processing and privacy protection

Calculate costs for different prompt strategies, compare single call, batch call, and caching strategy expenses to optimize API usage costs

Intelligently analyze API rate limit strategies, provide optimal request frequency suggestions, avoid throttling and bans, supporting OpenAI, Claude, Gemini and other mainstream APIs

Intelligently convert text descriptions into flowcharts, mind maps, sequence diagrams and other diagrams, supporting Mermaid, PlantUML and other formats

Intelligently convert code from various programming languages into pseudocode, helping understand algorithm logic, generate documentation and teaching materials

Intelligently detect 50+ security vulnerabilities including SQL injection, XSS, CSRF, supporting OWASP Top 10 with fix suggestions and compliance reports

Test and debug regex in real-time with AI-powered explanations, performance issue detection, supporting multiple syntaxes and common templates

Intelligently detect 50+ performance issues including memory leaks, CPU hotspots, slow queries with code-level optimization suggestions and benchmarking

Automatically add comments and documentation to code, supporting JSDoc, DocBlock, Doxygen formats, generating README and API documentation

Automatically generate unit test cases for code, supporting Jest, Pytest, JUnit and other frameworks with test coverage analysis

Intelligently split long text by token limits, supporting GPT-4o, Claude, Gemini models to ensure API calls stay within limits

Automatically generate JSON Schema from API responses, supporting OpenAPI 3.0 spec, one-click API documentation and type definitions

Intelligently generate code review checklists based on code type and team standards, supporting 50+ languages, GitHub/GitLab integration

Intelligently analyze application logs, automatically identify error patterns, performance bottlenecks and anomalous behavior, generating visual reports

Intelligently generate user-friendly error messages, supporting 50+ languages and scenarios, custom brand tone and style, improving user experience

Intelligently calculate network latency, packet loss, jitter and other metrics, supporting global node latency testing

Intelligently convert between binary, decimal, hexadecimal, octal and other number systems, supporting floating-point and negative numbers

Intelligently extract main colors from images, generate palettes and color schemes, export to CSS variables and design files

Visually analyze code complexity, generate cyclomatic complexity and cognitive complexity charts, identify code hotspots

Intelligently analyze API performance, test response time, throughput, concurrency, generate performance reports and optimization suggestions

Intelligently generate JSON payloads for various Webhook events, supporting GitHub, Stripe, Shopify and other mainstream platforms

Real-time Markdown preview with custom themes, syntax highlighting, math formulas, Mermaid diagrams, one-click export to HTML/PDF

Intelligently assist Git Rebase operations, automatically resolve merge conflicts, visualize commit history, safely refactor Git branches

Automatically generate Mock API response data from OpenAPI/Swagger docs, supports custom data rules, latency simulation, error injection

Intelligently translate code comments into multiple languages, supports 50+ programming languages, maintains code format

Visually build multi-agent collaborative workflows with task decomposition, tool calling, conditional branches, and loop processing

Automatically extract entities and relationships from text, documents, and web pages to generate visual knowledge graphs with interactive exploration

Simulate debates between opposing sides, AI analyzes issues from multiple perspectives with arguments, rebuttals, and summaries

Automatically transform data and text into beautiful infographics with 20+ template styles for social media and presentations

One-click convert Python/JavaScript functions to RESTful APIs with auto-generated OpenAPI docs, auth middleware, and Docker deployment

Intelligently analyze SQL execution plans, automatically identify performance bottlenecks, recommend indexing strategies and query rewriting solutions

Test and debug JSONPath expressions online, preview matching results in real-time, visualize JSON structure tree, supporting standard syntax and extended features

Intelligently calculate IP subnet division, supporting IPv4/IPv6, automatically calculate network address, broadcast address, available hosts

Quickly lookup HTTP status code meanings, covering all 1xx-5xx codes, providing detailed explanations, use cases and solutions for API debugging

Explore Unicode character set, find special symbols, emojis, multilingual characters, supporting encoding conversion and character search

Intelligently validate JSON data against Schema specifications with AI-powered error fixing, supporting Draft-07/2020-12 standards

Describe scheduled tasks in natural language, AI auto-generates Cron expressions, supporting Linux Cron, Quartz, Spring formats with visual preview

Paste complex regex patterns, AI explains meaning in natural language segment by segment, supporting regex debugging, visual matching, performance analysis

Intelligently manage code snippets with AI auto-categorization, tagging, semantic search, supporting 50+ languages, team sharing and collaboration

Bidirectional conversion between images and Base64 encoding, supporting batch processing, compression optimization, format conversion

Intelligently query API error codes from major AI platforms with detailed cause analysis and fix solutions for OpenAI, Claude, Gemini and more

Cross-model prompt comparison testing with quantitative evaluation, supporting GPT-4o, Claude, Gemini to find the best prompt strategy

Intelligently generate professional postmortem reports, automatically analyzing incident timelines, root causes, impact scope and improvement measures

Accurately calculate AI API batch processing costs and efficiency, compare batch vs real-time API costs, optimize bulk calling strategies, save 50%

Intelligently assist AI API platform migration, supporting automatic code conversion between OpenAI, Claude, Gemini and more

Generate high-converting landing page copy in one click with Hero headlines, value propositions, CTA buttons, social proof modules for 20+ industries

Describe business requirements in natural language, AI auto-generates database table structures, ER diagrams, index suggestions for MySQL, PostgreSQL, MongoDB and more

Intelligently calculate A/B test statistical significance with P-value, confidence interval, statistical power, Bayesian and Frequentist modes, auto-recommended sample sizes

AI-powered smart whiteboard with handwriting recognition, auto-layout, flowchart generation, real-time team collaboration for efficient brainstorming

Professional AI prompt version management with Git-style version control, A/B testing, performance tracking, team collaboration for systematic prompt engineering

Intelligently analyze and optimize code structure, automatically identify code smells, provide refactoring suggestions for 50+ languages to improve code quality

Intelligently convert data into beautiful charts, supporting 20+ chart types including line, bar, pie charts, generate interactive visualizations with one click

Visually build RAG systems, supporting document chunking, vector embedding, retrieval strategy configuration, quickly build enterprise knowledge base Q&A systems

Visually design and automate AI workflows, supporting multi-model collaboration, conditional branches, loop processing, API integration

Comprehensively compare mainstream vector databases on performance, features, pricing, supporting Pinecone, Weaviate, Chroma, Milvus, Qdrant with smart recommendations

Visually edit math equations, AI-powered handwriting recognition, one-click LaTeX code generation with live preview and multiple export formats

One-click generate mock API endpoints with custom data structures, latency simulation, error injection - essential for frontend development and API integration

Intelligently analyze text readability with Flesch-Kincaid, Gunning Fog and multiple readability indices, providing optimization suggestions to improve content quality

Intelligently check web accessibility compliance with WCAG 2.1, ADA, Section 508 standards, providing fix suggestions to ensure websites are accessible to everyone

Simulate various color vision deficiency visual effects, supporting red-green color blindness, blue-yellow color blindness and more, helping designers create colorblind-friendly color schemes

Visually calculate LLM context window usage, precisely manage Token allocation, supporting GPT-4o, Claude, Gemini and other mainstream models

Accurately estimate AI model fine-tuning costs, supporting GPT-4o, Llama 3 and other mainstream model fine-tuning cost comparison and ROI analysis

Smart calculation of optimal resolution for AI image generation, supporting DALL-E 3, Midjourney, Stable Diffusion and other model cost estimation

Smart planning of AI API concurrent request strategies, calculate optimal TPM/RPM configuration, provide rate limit protection and exponential backoff retry solutions

Smart recommendation of the best AI model for business needs, covering 50+ models multi-dimensional comparison (performance, cost, speed, context length)

Smart management of multiple AI API keys with auto-rotation, load balancing, usage monitoring to avoid rate limits and over-billing

Visually tune LLM temperature, Top-P, Top-K and other parameters with real-time output preview to find optimal generation strategy

Accurately estimate Token consumption for AI API calls, supporting GPT-4o, Claude, Gemini and other mainstream models to control costs

Calculate rate limits (RPM/TPM/RPD) across major AI vendors, smartly plan call strategies to avoid throttling

Calculate vector database Embedding generation and storage costs, comparing OpenAI, Cohere, Jina and other mainstream models

Smart GPU cloud server cost calculation, supporting NVIDIA A100/H100, AMD MI300X and comparing AWS, Azure, GCP prices

Intelligently analyze code logic, auto-generate flowcharts, sequence diagrams, class diagrams, supporting 50+ programming languages

Visually build complex AI prompt chains, supporting multi-step task decomposition, conditional branches, variable passing, boost AI output quality by 300%

Smart robots.txt file generation with proper syntax, custom crawler rules, Sitemap references, SEO optimization to boost search engine crawling efficiency

Smart Docker Compose configuration file generation, supporting multi-container orchestration, network configuration, volume mapping, one-click deployment

Smart bidirectional conversion between XML and JSON formats with syntax validation, formatting, and node mapping

Smart conversion between various date formats and Unix timestamps, supporting second/millisecond/microsecond/nanosecond precision

Intelligently generate XML/HTML sitemaps with website crawling, URL priority settings, and search engine submission for SEO optimization

Intelligently generate Open Graph social sharing preview images with custom templates, brand colors, and typography to boost social media click-through rates

Intelligently debug and test webhook requests, capture HTTP callbacks in real-time, analyze request data, simulate responses for API development

Intelligently analyze Git commit history, generate statistical reports, contributor rankings, code change trends to help teams understand development pace

Intelligently test and validate API endpoints, automatically check response formats, performance metrics, error handling, generate test reports

Intelligently generate .env configuration files, support multi-environment management, variable validation, secure encryption, essential for development and deployment

Intelligently query domain DNS records, supports A, AAAA, CNAME, MX, TXT, NS and other record types, diagnose DNS issues

Intelligently generate Markdown format tables, supports CSV/Excel import, alignment settings, style beautification, essential for writing and typesetting

Intelligently identify and anonymize sensitive data, supporting names, phone numbers, IDs, emails, addresses and more for privacy compliance

Smart bidirectional conversion between JSON and CSV formats, supporting nested object flattening, custom delimiters, header mapping

Generate realistic test data in one click, supporting 50+ data types including names, addresses, phones, emails, IDs - essential for development

Intelligently check if color contrast meets WCAG accessibility standards, supporting AA/AAA level detection - essential for designers and developers

Convert text to natural, lifelike speech with 500+ voices in 100+ languages, perfect for voiceovers, audiobooks, video narration and more

Intelligently analyze code complexity with cyclomatic complexity, cognitive complexity, maintainability index for 50+ languages to optimize code quality

Smart bidirectional conversion between Markdown and HTML with live preview, GFM extended syntax, custom styles - essential for writing

Intelligently compare text differences with character/word/line modes, color-coded highlighting, AI semantic comparison, export reports

Smart bidirectional conversion between CSV and JSON with header mapping, data type inference, batch processing - essential for data processing

Intelligently convert image formats supporting 20+ formats including PNG, JPG, WebP, AVIF with AI-optimized compression and batch processing

Intelligently compress image file sizes while maintaining high quality, supporting PNG, JPG, WebP and more with batch processing

Automatically generate accurate subtitles for video and audio, supporting 100+ language recognition and translation

Generate personalized emoji stickers from text descriptions or photos with AI, supporting multiple styles and emotions

Intelligently analyze keyword density and distribution in text, helping optimize SEO content with optimization suggestions

Comprehensively analyze website loading performance, AI-powered bottleneck diagnosis with targeted optimization suggestions

Intelligently parse and validate JWT tokens, auto-decode Header, Payload, Signature with verification and security analysis

Intelligently generate beautiful CSS gradient backgrounds, supporting linear, radial, conic gradients with AI color matching

Smart bidirectional conversion between YAML and JSON formats with syntax validation, formatting, error detection

One-click generate SEO-optimized HTML Meta tags, supporting Open Graph, Twitter Card, Schema.org structured data markup

Quickly generate web/app wireframes from text descriptions, AI smart layout, supporting multiple components and page types

Smart Base64 encoding and decoding tool supporting text, files, images and more with AI auto-detection

Smart MD5, SHA-1, SHA-256, SHA-512 hash generation with text and file hashing for data integrity verification

Describe scheduled tasks in natural language, AI generates standard Cron expressions for Linux, Quartz, Spring formats

Batch generate UUID v1/v4/v7 unique identifiers with custom formats, case conversion, and batch export

One-click convert JSON data to TypeScript interfaces and type definitions with nested objects, arrays, optional properties

Smart discount calculator for product pricing, final price, savings with multiple discount stacking - essential for shopping

Smart placeholder text generator supporting Chinese, English, multiple formats, custom word count - essential for designers

Smart aspect ratio calculator for images and videos, supporting 16:9, 4:3, 1:1, 21:9 - essential for designers and creators

Smart text statistics for words, characters, sentences, paragraphs with reading time and speaking time estimation

Smart tip and bill splitting calculator with multiple rates, per-person splitting, custom amounts - essential for dining

Intelligently simplify complex text, improve readability with multiple levels and 30+ languages support

Smart BMI calculation with AI-powered health analysis, personalized diet and exercise recommendations for family health management

Smart calculation for mortgage, auto, consumer loans with AI-optimized repayment plans and prepayment analysis to save on interest

Smart calculation for percentages, growth rates, discounts, ratios with AI auto-detection of calculation types

Smart calculation for date intervals, workdays, holidays with date addition/subtraction, countdown, and lunar calendar conversion

Precise actual age, nominal age, monthly age, daily age calculation with AI zodiac analysis, birthday countdown, and lunar calendar support

Intelligently optimize your prompts, boost AI output quality by 300%, supporting GPT, Claude, Gemini with real-time scoring

Intelligently analyze and fix code bugs, supporting 50+ languages, auto-locate issues, performance analysis, security scanning

4x lossless image upscaling, AI intelligently repairs blurry details, supporting portraits, landscapes, products with batch processing

Intelligently coordinate multiple schedules, auto-find optimal meeting times, cross-timezone support, conflict detection, room booking

Intelligently build searchable knowledge bases from documents, webpages, videos, semantic search, auto-categorization, team collaboration

Smart font combination recommendations for headings + body text, brand font schemes with 500+ fonts - essential for designers

Generate professional bios in one click for 20+ platforms including LinkedIn, social media, resumes with multiple styles

One-click code conversion between programming languages, supporting Python, JavaScript, Java, Go, Rust and 30+ languages

Smart weekly meal plan generation customized to nutritional needs, dietary preferences, budget constraints with shopping lists

Generate professional Terms of Service with 50+ industry templates, GDPR/CCPA/PIPL compliant, bilingual Chinese-English support

Auto-generate high-quality code comments for 30+ languages, intelligent code analysis for function, inline, and doc comments

Auto-generate professional API docs from code, supporting OpenAPI/Swagger standards, one-click interactive API doc website

Auto-generate standardized Git commit messages from code changes, supporting Conventional Commits for better collaboration

One-click professional GitHub/GitLab README generation, auto tech stack detection, 20+ template styles

Intelligently clean and preprocess data, auto-handle missing values, outliers, duplicates, format inconsistencies

Smart unit conversion tool supporting 200+ units across length, weight, temperature, area, volume, speed and more with AI precision

Generate standard academic citations in one click, supporting APA, MLA, Chicago, Harvard, GB/T 7714 and 10+ citation styles

Describe matching needs in natural language, AI generates regex patterns with real-time testing, syntax highlighting, and detailed explanations

Generate Schema.org structured data markup in one click, supporting Article, Product, FAQ, HowTo, LocalBusiness and 30+ types to boost SEO

Describe needs in natural language, AI generates Excel/Google Sheets formulas supporting VLOOKUP, nested IF, array formulas and complex scenarios

Paste any code, AI explains logic in natural language line by line. Supports 50+ programming languages

Smart daily calorie calculation with personalized nutrition plans based on weight, height, age, and activity level

Generate professional business email signatures with logo, social links, and brand colors. Compatible with Gmail, Outlook and more

Smart SEO-friendly URL slug generation with Chinese-English conversion, keyword optimization, and batch processing

Smart conversion between HEX, RGB, HSL, CMYK and more with color picker, palette generation, CSS code export

Intelligently format, validate, and minify JSON data with error detection, path queries, and format conversion

Describe your query in natural language, AI generates SQL statements for MySQL, PostgreSQL, SQLite and more

Smart timezone conversion tool with 400+ global timezones, AI-powered meeting time suggestions for remote collaboration

AI-powered high-strength password generator with custom rules, strength analysis, and batch generation

Smart Markdown editor with live preview, AI-assisted writing, format conversion, and multi-format export

Describe requirements in natural language, AI generates high-quality code supporting Python, JavaScript, Java, Go and 20+ programming languages

Generate high open-rate email subject lines in one click, supporting marketing, business, job applications - boost open rates by 300%

Auto-generate high-converting product descriptions for e-commerce, supporting Amazon, Shopify, eBay and more - boost sales by 200%

Intelligent academic writing assistance, supporting outline generation, literature review, paragraph expansion, citation formatting

AI generates professional cover letters based on job descriptions and resume, bilingual support - boost interview invitations by 150%

Convert text to natural, lifelike speech with 500+ voices in 100+ languages, perfect for voiceovers, audiobooks, video narration

Describe the music you want in text, AI generates original music with 30+ genres, instruments, and moods

Enter a theme or keywords, AI generates engaging short stories, novel chapters, fairy tales in various literary styles

Intelligently check grammar errors, spelling issues, punctuation mistakes with correction suggestions in 30+ languages

One-click photo quality enhancement with AI-powered blur fix, 4x lossless upscale, old photo restoration, portrait beautification

Convert any image into detailed text prompts for AI image generators like Midjourney, DALL-E, and Stable Diffusion

Transform text descriptions into professional charts and graphs instantly with AI

Transform AI-generated text into natural, human-like writing that bypasses AI detectors

Create professional videos from text prompts, images, or scripts with AI-powered generation

Convert PDF to Word, Excel, images, and more with AI-powered OCR and formatting preservation

Transform text, topics, documents into structured mind maps with multiple layouts, export formats, team collaboration

Generate professional contracts with 50+ templates for employment, service, lease agreements, smart clause filling

Upload data or describe, AI generates professional charts with 20+ types, smart coloring and one-click beautification

Smart personalized recipes from ingredients, dietary preferences, nutritional needs, detailed cooking steps, nutrition analysis

Generate personalized training plans and nutrition advice based on fitness level, goals, and available equipment

Generate eye-catching viral headlines for articles, ads, social media with 100+ proven formulas

Smart color palette generation from text descriptions, images, or moods - essential for designers

Transform ordinary QR codes into art with AI pattern fusion, 50+ styles, logo embedding, HD export

Generate professional privacy policies compliant with GDPR, CCPA, PIPL and more in one click

Generate professional invoices with multi-currency support, auto tax calculation, branded templates

Generate professional brand logos instantly with 50+ styles, smart color schemes, multi-format export

Remove image backgrounds instantly with AI, supporting people, products, pets. Batch processing, 3-second results

Build intelligent customer service chatbots with zero code, knowledge base import, multi-channel deployment

Accurately identify AI-generated content, supporting ChatGPT, Claude, Gemini detection, sentence analysis, 92%+ accuracy

Intelligently optimize article quality with grammar correction, style adjustment, expression optimization

Generate professional resumes instantly with 50+ templates, ATS optimization, multi-language support

Generate professional presentations instantly with 100+ templates, smart layouts, auto-images

Intelligent website SEO analysis with keyword optimization, content suggestions, competitor analysis

Generate viral social media content instantly for Instagram, TikTok, Xiaohongshu and more

Generate professional video scripts for YouTube, TikTok, Bilibili with storyboards and dialogues

AI-powered code review, auto-detect bugs, security vulnerabilities, performance issues

Upload CSV/Excel, AI generates insights, visualizations, statistical reports

Auto-organize meeting recordings, generate structured notes, action items, key decisions

Auto-generate professional customer service responses based on inquiries

Smart translation assistant, multi-language, context optimization, terminology handling

Calculate API costs across major AI models, supporting OpenAI, Claude, Gemini and more

Accurately calculate text token count, supporting GPT-4, Claude, Gemini tokenizers

500+ curated high-quality AI prompt templates for writing, coding, marketing, design

Comprehensive comparison of GPT-4o, Claude 3.5, Gemini Pro parameters, pricing, capabilities

Real-time tracking of AI model rankings on MMLU, HumanEval, MATH benchmarks

Generate high-quality AI art prompts for Midjourney, DALL-E, Stable Diffusion and more

Extract key content from long texts instantly, supporting articles, papers, meeting notes and more

Smart naming for brands, products, and projects with industry-aware creative name generation

Generate professional emails instantly for business, job applications, client follow-ups and more

Smart hashtag generation for social media, supporting Instagram, TikTok, Twitter, Xiaohongshu and more

Automatically generate complete API documentation from code, supporting OpenAPI/Swagger specifications

Intelligently analyze code test coverage, auto-identify untested code paths, generate coverage reports and optimization suggestions

Intelligently generate database migration scripts, supporting MySQL, PostgreSQL, MongoDB and other mainstream databases

Intelligently manage product feature releases, supporting gradual rollout, A/B testing, user segmentation

Intelligently simulate real user load, auto-generate test scenarios, analyze system performance bottlenecks