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CFEval

CFEval benchmark for evaluating code generation and problem-solving capabilities

Updated Aug 11, 2026

Models2
Model coverage2
MetricScore
EvidenceB

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  • Ranking
  • Distribution
  • Highlights
  • About
  • FAQ

CFEval Ranking

Higher score ranks better on this benchmark.

2 rows
Columns

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1ACQwen3-235B-A22B-Thinking-2507Alibaba Cloud / Qwen Team2,134 points100.0%2CAug 11, 2026
2ACQwen3-Next-80B-A3B-ThinkingAlibaba Cloud / Qwen Team2,071 points0.0%2CAug 11, 2026

CFEval Score Distribution

A closer view of the leading scores on this benchmark.

CFEval

CFEval Highlights

The leading models and scores on this benchmark.

Rank #1Qwen3-235B-A22B-Thinking-25072,134 pointsRank #2Qwen3-Next-80B-A3B-Thinking2,071 points

What is CFEval?

What CFEval measures and how its scores work.

CFEval benchmark for evaluating code generation and problem-solving capabilities

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

Family
CFEval
Modality
text
Primary category
code
Score direction
higher
LLMBoard eligible
No
Evaluation key
cfeval|llm-stats-current

Benchmark scores retain their original unit. Overall score eligibility is shown separately.

FAQ

Common questions about CFEval.

Which model scores highest on CFEval?

Qwen3-235B-A22B-Thinking-2507 is currently ranked first with 2,134 points.

What does CFEval measure?

CFEval benchmark for evaluating code generation and problem-solving capabilities

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

2 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.

Rankings

OverallCodingText ArenaPricing

Modalities

All ModelsImage GenerationImage EditingVideo GenerationImage-to-VideoVideo EditingText-to-SpeechSpeech-to-TextEmbeddings

Benchmarks

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