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AGIEval

PaperImplementation

Progress Over Time

Interactive timeline showing model performance evolution on AGIEval

State-of-the-art frontier
Open
Proprietary

AGIEval Leaderboard

10 models
ContextCostLicense
124B
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Nous Research
Nous Research
70B
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About this benchmark

What is AGIEval?

A human-centric benchmark for evaluating foundation models on standardized exams including college entrance exams (Gaokao, SAT), law school admission tests (LSAT), math competitions, lawyer qualification tests, and civil service exams. Contains 20 tasks (18 multiple-choice, 2 cloze) designed to assess understanding, knowledge, reasoning, and calculation abilities in real-world academic and professional contexts.

AGIEval is a text benchmark evaluating models on legal, math, reasoning, and general tasks. LLM Stats tracks 10 models on this benchmark, scored on a 0–1 scale. The current average is 0.5, with the leader at 0.7.

Compare leaders on the best AI for legal, best AI for math, best AI for reasoning and best AI for general leaderboards.

Current leaders

Mistral Small 3 24B Base from Mistral AI currently leads the AGIEval leaderboard with a score of 0.658 across 10 evaluated AI models.

FAQ

Common questions about the AGIEval benchmark and leaderboard.

What is the AGIEval benchmark?

A human-centric benchmark for evaluating foundation models on standardized exams including college entrance exams (Gaokao, SAT), law school admission tests (LSAT), math competitions, lawyer qualification tests, and civil service exams. Contains 20 tasks (18 multiple-choice, 2 cloze) designed to assess understanding, knowledge, reasoning, and calculation abilities in real-world academic and professional contexts.

What is the AGIEval leaderboard?

The AGIEval leaderboard ranks 10 AI models based on their performance on this benchmark. Currently, Mistral Small 3 24B Base by Mistral AI leads with a score of 0.658. The average score across all models is 0.531.

What is the highest AGIEval score?

The highest AGIEval score is 0.658, achieved by Mistral Small 3 24B Base from Mistral AI.

How many models are evaluated on AGIEval?

10 models have been evaluated on the AGIEval benchmark, with 0 verified results and 10 self-reported results.

Where can I find the AGIEval paper?

The AGIEval paper is available at https://arxiv.org/abs/2304.06364. The paper details the methodology, dataset construction, and evaluation criteria.

Where can I find the AGIEval dataset?

The AGIEval dataset is available at https://github.com/ruixiangcui/AGIEval.

What categories does AGIEval cover?

AGIEval is categorized under legal, math, reasoning, and general. The benchmark evaluates text models.

What is the best open-source model on AGIEval?

Mistral Small 3 24B Base by Mistral AI is the top-ranked open-source model on AGIEval, with a score of 0.658 (rank #1).

How recent are the AGIEval leaderboard results?

The AGIEval leaderboard was last updated in August 2026 and currently includes 10 evaluated models.