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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perplexity: sonar

2 benchmarks
Companyperplexity

Leaderboard position

#665
Overall rank (of 1121 models)
740
Elo rating
2
Benchmarks
Top 59.3%
Percentile
In perplexity (of 7 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
StepFun: step-3-vl-10b 1 50.0%
DeepSeek: deepseek-v3 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 ~84.4 50% —
AIME 2025 ~62.35 50% —
AIME 2026 ~71.28 50% —
HMMT Feb 2026 ~62.78 50% —
GPQA Diamond ~55.57 50% —
MMLU-Pro ~58.41 50% —
Humanity's Last Exam (no tools) ~9.6 50% —
IFEval ~80.71 50% —
IFBench ~51.44 50% —
HumanEval ~70.39 50% —
MBPP ~72.69 50% —
Terminal-Bench v2.1 ~17.54 50% —
MMLU ~64.72 50% —
SWE-bench Verified ~35.6 50% —
SWE-bench Pro ~14.79 50% —
SciCode ~25.14 50% —
AA-LCR ~40.86 50% —
Artificial Analysis Intelligence Index v5.0.1 ~12 50% —
Humanity's Last Exam (with tools) ~13.13 50% —
GSM8K ~78.52 50% —
-(CoderPPL) ~-1.69 50% —
LiveCodeBench v6 ~53.32 50% —
MMMU-Pro ~50.8 50% —
MATH ~55.96 50% —
BBH ~62.79 50% —