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AI Model Performance Leaderboard

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

Leaderboard

Interactive leaderboard will be available soon

Features

  • ✓ Covers MMLU, HumanEval, MATH, GSM8K and other major benchmarks
  • ✓ Real-time updates of AI model performance rankings
  • ✓ Multi-dimensional comparison: reasoning, coding, math, language understanding
  • ✓ Supports historical trend viewing
  • ✓ Provides performance analysis and model selection recommendations

How to Use

  1. Select benchmark test type
  2. View model ranking list
  3. Click model to view detailed data
  4. Compare different model performance

FAQ

What is the MMLU benchmark?

MMLU (Massive Multitask Language Understanding) is a benchmark evaluating AI model multitask language understanding capabilities, including knowledge tests across 57 subjects.

What does HumanEval test?

HumanEval is a benchmark evaluating AI programming capabilities, containing 164 programming problems testing code generation and logical reasoning abilities.

How often is the leaderboard updated?

Leaderboard data updated weekly, within 24-48 hours after new model releases or benchmark test results are published.

Which models are on the leaderboard?

Includes GPT-4o, GPT-4, Claude 3.5 Sonnet, Claude 3 Opus, Gemini Pro, Gemini Ultra, Llama 3 70B and other major models.

How to choose the best performing model?

By use case: coding choose high HumanEval score models, math choose high MATH score models, general tasks choose high MMLU score models. Consider both price and performance.