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BigBench

Beyond the Imitation Game Benchmark

The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to probe large language models and extrapolate their future capabilities.

How to run

ltb · bigbench
$ npm i -g lettokenburn-cli
$ ltb bench pull bigbench --n 50
$ ltb bench run ./bigbench -a claude-code -m anthropic/claude-opus-4-8
$ ltb bench push

Runs happen on your machine with your own subscription; only the score summary is pushed. CLI docs

Scores

7 sourced entries
HarnessSourceConfidenceLink
Chinchilla-70B92.8N/AIndependentmediumMar 29, 2022arxiv.org
Gopher-280B88.7N/AIndependentmediumDec 8, 2021arxiv.org
Gopher-280B77.5N/AIndependentmediumDec 8, 2021arxiv.org
Gopher-280B77.5N/AIndependentmediumDec 8, 2021arxiv.org
Chinchilla-70B77.4N/AIndependentmediumMar 29, 2022arxiv.org
Gopher-280B74.5N/AIndependentmediumDec 8, 2021arxiv.org
Gopher-280B28.2N/AIndependentmediumDec 8, 2021arxiv.org

Every number links to where it was published. Low-confidence rows are muted and need per-cell verification.

Reproduced by the community

All runs
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About

The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to probe large language models and extrapolate their future capabilities.

Available in EleutherAI lm-evaluation-harness as task family bigbench (286 tasks).