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legal benchmark

AGIEval Leaderboard

AGIEval is a human-centric benchmark with 20 tasks based on standardized academic and professional exams, including college entrance exams, law school admission tests, math competitions, lawyer qualification tests, and civil service exams.

Updated Sep 5, 2026

Models10
Model coverage10
MetricScore
EvidenceB

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AGIEval Ranking

Higher score ranks better on this benchmark.

10 rows
Columns

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Sort by
Rank
Model
Score
Percentile
Participants
Evidence
Evaluated
Rank01ModelMAMistral Small 3 24B BaseMistral AIScore65.80%Percentile100.00%Participants10EvidenceCEvaluatedSep 8, 2026
Rank02ModelMAMinistral 3 (14B Base 2512)Mistral AIScore64.80%Percentile88.89%Participants10EvidenceCEvaluatedSep 8, 2026
Rank03ModelMAMinistral 3 (8B Base 2512)Mistral AIScore59.10%Percentile77.78%Participants10EvidenceCEvaluatedSep 8, 2026
Rank04ModelNRHermes 3 70BNous ResearchScore56.18%Percentile66.67%Participants10EvidenceCEvaluatedSep 8, 2026
Rank05ModelGOGemma 2 27BGoogleScore55.10%Percentile55.56%Participants10EvidenceCEvaluatedSep 8, 2026
Rank06ModelGOGemma 2 9BGoogleScore52.80%Percentile44.44%Participants10EvidenceCEvaluatedSep 8, 2026
Rank07ModelMAMinistral 3 (3B Base 2512)Mistral AIScore51.10%Percentile33.33%Participants10EvidenceCEvaluatedSep 8, 2026
Rank08ModelIBGranite 3.3 8B BaseIBMScore49.30%Percentile22.22%Participants10EvidenceCEvaluatedSep 8, 2026
Rank09ModelMAMinistral 8B InstructMistral AIScore48.30%Percentile11.11%Participants10EvidenceCEvaluatedSep 8, 2026
Rank10ModelBAERNIE 4.5BaiduScore28.50%Percentile0.00%Participants10EvidenceCEvaluatedSep 8, 2026

AGIEval Highlights

The leading models and scores on this benchmark.

AGIEval Score Distribution

A closer view of the leading scores on this benchmark.

AGIEval

The Top AI Models for AGIEval

The first five results on this benchmark, with official price and output speed added where the model identity can be matched.

What is AGIEval?

What AGIEval measures and how its scores work.

AGIEval evaluates foundation models using 20 tasks, including 18 multiple-choice tasks and 2 cloze tasks, drawn from exams such as Gaokao, SAT, LSAT, math competitions, lawyer qualification tests, and civil service exams.

It assesses understanding, knowledge, reasoning, and calculation abilities in academic and professional contexts, using the Score metric with ratio units.

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
No
Evaluation key
overall

LLM Stats. 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 65.80%.

What are the top three models on AGIEval?

The current leaders are Mistral Small 3 24B Base (65.80%), Ministral 3 (14B Base 2512) (64.80%), and Ministral 3 (8B Base 2512) (59.10%).

Which AGIEval model has the lowest official input price?

Ministral 3 (14B Base 2512) has the lowest matched official input price at $0.10 input / $0.10 output per 1M tokens.

Which models are fastest among AGIEval results?

The fastest matched records are Ministral 8B Instruct (0.10 tok/s via Mistral AI).

Does the highest score result prove overall model quality?

No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.

What does AGIEval measure?

It assesses understanding, knowledge, reasoning, and calculation abilities in academic and professional contexts, using the Score metric with ratio units.

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?

No. This benchmark is shown for reference but does not contribute to the overall score.

Rank #1Mistral Small 3 24B Base65.80%
Rank #2Ministral 3 (14B Base 2512)64.80%
Rank #3Ministral 3 (8B Base 2512)59.10%
Rank #4Hermes 3 70B56.18%

Ranking basisThis agieval AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.

  1. 01
    MA
    Mistral Small 3 24B BaseMistral AI
    Score
    65.80%

    Strengths

    • Ranks #1 of 10 compared models
    • 100th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures AGIEval, not total model capability
  2. 02
    MA
    Ministral 3 (14B Base 2512)Mistral AI
    Score
    64.80%
    Price
    $0.10 input / $0.10 output per 1M tokens

    Strengths

    • Ranks #2 of 10 compared models
    • 89th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures AGIEval, not total model capability
  3. 03
    MA
    Mistral AI
    Score
    59.10%
    Price
    $0.10 input / $0.10 output per 1M tokens

    Strengths

    • Ranks #3 of 10 compared models
    • 78th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures AGIEval, not total model capability
  4. 04
    NR
    Nous Research
    Score
    56.18%

    Strengths

    • Ranks #4 of 10 compared models
    • 67th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures AGIEval, not total model capability
  5. 05
    GO
    Google
    Score
    55.10%

    Strengths

    • Ranks #5 of 10 compared models
    • 56th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures AGIEval, not total model capability

Selection summary

Best AI Models for AGIEval

Mistral Small 3 24B Base currently leads AGIEval with 65.80%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price, and runtime.

Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.

Ministral 3 (8B Base 2512)
Hermes 3 70B
Gemma 2 27B
Benchmark rank #1Mistral Small 3 24B Base65.80%
Benchmark rank #2Ministral 3 (14B Base 2512)64.80% · $0.10 input / $0.10 output per 1M tokens
Benchmark rank #3Ministral 3 (8B Base 2512)59.10% · $0.10 input / $0.10 output per 1M tokens