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agents benchmark

VIBE-Pro

VIBE-Pro is an advanced version of the VIBE (Visual & Interactive Benchmark for Execution) benchmark that evaluates LLMs on professional-grade full-stack application development tasks. It measures model performance across complex real-world development scenarios including web, mobile, and backend applications with higher difficulty than the standard VIBE benchmark.

Updated Aug 11, 2026

Models2
Model coverage2
MetricScore
EvidenceB

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  • Ranking
  • Distribution
  • Highlights
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  • FAQ

VIBE-Pro Ranking

Higher score ranks better on this benchmark.

2 rows
Columns

Show columns

01MIMiniMax M2.7MiniMax55.6%100.0%2CAug 11, 2026
02MIMiniMax M2.5MiniMax54.2%0.0%2CAug 11, 2026

VIBE-Pro Score Distribution

A closer view of the leading scores on this benchmark.

VIBE-Pro

VIBE-Pro Highlights

The leading models and scores on this benchmark.

Rank #1MiniMax M2.755.6%Rank #2MiniMax M2.554.2%

What is VIBE-Pro?

What VIBE-Pro measures and how its scores work.

VIBE-Pro is an advanced version of the VIBE (Visual & Interactive Benchmark for Execution) benchmark that evaluates LLMs on professional-grade full-stack application development tasks. It measures model performance across complex real-world development scenarios including web, mobile, and backend applications with higher difficulty than the standard VIBE benchmark.

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

Family
VIBE-Pro
Modality
text
Primary category
agents
Score direction
higher
LLMBoard eligible
No
Evaluation key
vibe-pro|llm-stats-current

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

FAQ

Common questions about VIBE-Pro.

Which model scores highest on VIBE-Pro?

MiniMax M2.7 is currently ranked first with 55.6%.

What does VIBE-Pro measure?

VIBE-Pro is an advanced version of the VIBE (Visual & Interactive Benchmark for Execution) benchmark that evaluates LLMs on professional-grade full-stack application development tasks. It measures model performance across complex real-world development scenarios including web, mobile, and backend applications with higher difficulty than the standard VIBE benchmark.

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.