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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Z.ai: cogagent

1 benchmarks
CompanyZ.ai 北京智谱华章科技有限公司
Country of originChina

Leaderboard position

#1055
Overall rank (of 1121 models)
-365
Elo rating
1
Benchmarks
Top 94.1%
Percentile
In Z.ai (of 18 models)

Benchmark highlights

Best benchmark
ScreenSpot-Pro 7.7
Worst benchmark
ScreenSpot-Pro 7.7

Nearest competitor from another company

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

appeared as nearest in 1 of 1 benchmarks

1/1 100.0%

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 ~65.23 50% —
AIME 2025 ~26.09 50% —
AIME 2026 ~49.91 50% —
HMMT Feb 2026 ~41.33 50% —
GPQA Diamond ~31.25 50% —
MMLU-Pro ~31.3 50% —
Humanity's Last Exam (no tools) ~4 50% —
IFEval ~65.61 50% —
IFBench ~33.15 50% —
HumanEval ~38.3 50% —
MBPP ~30.66 50% —
Terminal-Bench v2.1 ~8.6 50% —
MMLU ~36.25 50% —
SWE-bench Verified ~0.94 50% —
SWE-bench Pro ~5.24 50% —
SciCode ~7.87 50% —
AA-LCR ~19.27 50% —
Artificial Analysis Intelligence Index v5.0.1 ~12 50% —
Humanity's Last Exam (with tools) ~11.9 50% —
GSM8K ~36.96 50% —
-(CoderPPL) ~-8.47 50% —
LiveCodeBench v6 ~28.07 50% —
MMMU-Pro ~30.06 50% —
MATH ~9.58 50% —
BBH ~38.27 50% —