Note: Overall leaderboard rankings may not reflect true model quality — individual benchmarks give a clearer picture. ARC-Challenge MMLU GPQA GSM8K Artificial Analysis Intelligence Index v4.1
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Thinking Machines Lab: inkling-small

2 benchmarks
Country of originUSA

Leaderboard position

#148
Overall rank (of 1121 models)
2059
Elo rating
2
Benchmarks
Top 13.2%
Percentile
In Thinking Machines Lab (of 3 models)

Benchmark highlights

Nearest competitor from another company

The model from another company with the most similar benchmark scores.

appeared as nearest in 1 of 2 benchmarks

Model Votes % of benchmarks
Qwen: qwen3.7-plus 1 50.0%
NVIDIA Corporation: nvidia-nemotron-3.5-super-vl 1 50.0%

Benchmarks

Predicted scores

Estimated from 25 similar models and the global Elo rating. These are projections, not measured results.

Benchmark Predicted Confidence Based on
MATH-500 ~99.2 50% —
AIME 2025 ~100 50% —
AIME 2026 ~96.79 50% —
HMMT Feb 2026 ~88.39 50% —
GPQA Diamond ~84.58 50% —
MMLU-Pro ~90.53 50% —
Humanity's Last Exam (no tools) ~33.07 50% —
IFEval ~96.75 50% —
IFBench ~73.28 50% —
HumanEval ~95.9 50% —
MBPP ~93.7 50% —
Terminal-Bench v2.1 ~63.26 50% —
MMLU ~92.5 50% —
SWE-bench Verified ~76.98 50% —
SWE-bench Pro ~53.38 50% —
SciCode ~45.74 50% —
AA-LCR ~66.63 50% —
Artificial Analysis Intelligence Index v5.0.1 ~16.87 50% —
Humanity's Last Exam (with tools) ~44.48 50% —
GSM8K ~99.6 50% —
-(CoderPPL) ~-1.69 50% —
LiveCodeBench v6 ~83.45 50% —
MMMU-Pro ~75.57 50% —
MATH ~97.9 50% —
BBH ~88.4 50% —