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legal benchmark

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.

Updated Aug 11, 2026

Models10
Model coverage10
MetricScore
EvidenceB

On this page

  • Ranking
  • Distribution
  • Highlights
  • About
  • FAQ

AGIEval Ranking

Higher score ranks better on this benchmark.

10 rows
Columns

Show columns

01MAMistral Small 3 24B BaseMistral AI65.8%100.0%10CAug 11, 2026
02MAMinistral 3 (14B Base 2512)Mistral AI64.8%88.9%10CAug 11, 2026
03MAMinistral 3 (8B Base 2512)Mistral AI59.1%77.8%10CAug 11, 2026
04NRHermes 3 70BNous Research56.2%66.7%10CAug 11, 2026
05GOGemma 2 27BGoogle55.1%55.6%10CAug 11, 2026
06GOGemma 2 9BGoogle52.8%44.4%10CAug 11, 2026
07MAMinistral 3 (3B Base 2512)Mistral AI51.1%33.3%10CAug 11, 2026
08IBGranite 3.3 8B BaseIBM49.3%22.2%10CAug 11, 2026
09MAMinistral 8B InstructMistral AI48.3%11.1%10CAug 11, 2026
10BAERNIE 4.5Baidu28.5%0.0%10CAug 11, 2026

AGIEval Score Distribution

A closer view of the leading scores on this benchmark.

AGIEval

AGIEval Highlights

The leading models and scores on this benchmark.

Rank #1Mistral Small 3 24B Base65.8%Rank #2Ministral 3 (14B Base 2512)64.8%Rank #3Ministral 3 (8B Base 2512)59.1%Rank #4Hermes 3 70B56.2%

What is AGIEval?

What AGIEval measures and how its scores work.

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.

Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.

Family
AGIEval
Modality
text
Primary category
legal
Score direction
higher
LLMBoard eligible
Yes
Evaluation key
agieval|llm-stats-current

Benchmark scores retain their original unit. Overall score eligibility is shown separately.

FAQ

Common questions about AGIEval.

Which model scores highest on AGIEval?

Mistral Small 3 24B Base is currently ranked first with 65.8%.

What does AGIEval measure?

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.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

10 model results are currently shown.

Does this benchmark affect the overall score?

Yes. This benchmark can contribute to the current LLMBoard capability score.