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CFEval

CFEval benchmark for evaluating code generation and problem-solving capabilities

Updated Aug 7, 2026

Published models2
Registry coverage2
MetricScore
EvidenceB

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  • Highlights
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  • FAQ

CFEval leaderboard

Sorted by the source-provided rank. Higher score is better according to the registry.

2 rows
Columns

Show columns

1ACQwen3-235B-A22B-Thinking-2507Alibaba Cloud / Qwen Team2,134 points100.0%2CAug 7, 2026
2ACQwen3-Next-80B-A3B-ThinkingAlibaba Cloud / Qwen Team2,071 points0.0%2CAug 7, 2026

Score distribution

Top published rows on the benchmark's original scale.

CFEval

CFEval highlights

The top published results on this benchmark's own scale.

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

What is CFEval?

Definition and scoring fields from the benchmark registry.

CFEval benchmark for evaluating code generation and problem-solving capabilities

Scores are shown in points. The current registry marks this benchmark as not independently verified with evidence level B.

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

Source-native results are preserved. Eligibility for the overall LLMBoard score is a separate policy decision.

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 unique published model results are currently shown.

Does this benchmark affect the overall score?

This benchmark is preserved as source-native evidence but is not eligible for the current overall score.

Rankings

OverallCodingText ArenaPricing

Modalities

Image GenerationVideo GenerationSpeech-to-TextEmbeddings

Benchmarks

All BenchmarksReasoningMathCoding

Vendors

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