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language benchmark

BIG-Bench Leaderboard

BIG-Bench is a collaborative benchmark with 204+ tasks for probing large language models across diverse domains and languages.

Updated Sep 5, 2026

Models3
Model coverage3
MetricScore
EvidenceB

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  • FAQ

BIG-Bench Ranking

Higher score ranks better on this benchmark.

3 rows
Columns

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Rank
Model
Score
Percentile
Participants
Evidence
Evaluated
Rank01ModelGOGemini 1.0 ProGoogleScore75.00%Percentile100.00%Participants3EvidenceBEvaluatedSep 8, 2026
Rank02ModelGOGemma 2 27BGoogleScore74.90%Percentile50.00%Participants3EvidenceCEvaluatedSep 8, 2026
Rank03ModelGOGemma 2 9BGoogleScore68.20%Percentile0.00%Participants3EvidenceCEvaluatedSep 8, 2026

BIG-Bench Highlights

The leading models and scores on this benchmark.

BIG-Bench Score Distribution

A closer view of the leading scores on this benchmark.

BIG-Bench

The Top AI Models for BIG-Bench

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

What is BIG-Bench?

What BIG-Bench measures and how its scores work.

Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark consisting of 204+ English and non-English tasks across multiple languages.

It measures large language model performance on tasks covering linguistics, mathematics, common-sense reasoning, biology, physics, social bias, software development, and other domains, reported as Score in ratio units.

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

Family
BIG-Bench
Modality
text
Primary category
language
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 BIG-Bench.

Which model scores highest on BIG-Bench?

Gemini 1.0 Pro is currently ranked first with 75.00%.

What are the top three models on BIG-Bench?

The current leaders are Gemini 1.0 Pro (75.00%), Gemma 2 27B (74.90%), and Gemma 2 9B (68.20%).

Which BIG-Bench model has the lowest official input price?

No matched official input price is currently available.

Which models are fastest among BIG-Bench results?

The fastest matched records are Gemini 1.0 Pro (120.00 tok/s via Google).

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 BIG-Bench measure?

It measures large language model performance on tasks covering linguistics, mathematics, common-sense reasoning, biology, physics, social bias, software development, and other domains, reported as Score in ratio units.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

3 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 #1Gemini 1.0 Pro75.00%
Rank #2Gemma 2 27B74.90%
Rank #3Gemma 2 9B68.20%

Ranking basisThis big-bench 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
    GO
    Gemini 1.0 ProGoogle
    Score
    75.00%
    Speed
    Up to 120.00 tok/s via Google

    Strengths

    • Ranks #1 of 3 compared models
    • 100th percentile on this benchmark
    • B evidence result

    Considerations

    • This result measures BIG-Bench, not total model capability
  2. 02
    GO
    Gemma 2 27BGoogle
    Score
    74.90%

    Strengths

    • Ranks #2 of 3 compared models
    • 50th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures BIG-Bench, not total model capability
  3. 03
    GO
    Google
    Score
    68.20%

    Strengths

    • Ranks #3 of 3 compared models
    • 0th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures BIG-Bench, not total model capability

Selection summary

Best AI Models for BIG-Bench

Gemini 1.0 Pro currently leads BIG-Bench with 75.00%. 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.

Gemma 2 9B
Benchmark rank #1Gemini 1.0 Pro75.00% · Up to 120.00 tok/s via Google
Benchmark rank #2Gemma 2 27B74.90%
Benchmark rank #3Gemma 2 9B68.20%