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reasoning benchmark

VITA-Bench

VITA-Bench evaluates AI agents on real-world virtual task automation, measuring their ability to complete complex multi-step tasks in simulated environments.

Updated Aug 11, 2026

Models10
Model coverage10
MetricScore
EvidenceB

On this page

  • Ranking
  • Distribution
  • Highlights
  • About
  • FAQ

VITA-Bench Ranking

Higher score ranks better on this benchmark.

10 rows
Columns

Show columns

1ACQwen3.5-397B-A17BAlibaba Cloud / Qwen Team49.7%100.0%10CAug 11, 2026
2ACQwen3.7 MaxAlibaba Cloud / Qwen Team47.9%88.9%10CAug 11, 2026
3ACQwen3.7-PlusAlibaba Cloud / Qwen Team45.6%77.8%10CAug 11, 2026
4ACQwen3.6 PlusAlibaba Cloud / Qwen Team44.3%66.7%10CAug 11, 2026
5ACQwen3.5-27BAlibaba Cloud / Qwen Team41.9%55.6%10CAug 11, 2026
6ACQwen3.6-35B-A3BAlibaba Cloud / Qwen Team35.6%44.4%10CAug 11, 2026
7ACQwen3.5-122B-A10BAlibaba Cloud / Qwen Team33.6%33.3%10CAug 11, 2026
8ACQwen3.5-35B-A3BAlibaba Cloud / Qwen Team31.9%22.2%10CAug 11, 2026
9ACQwen3.5-9BAlibaba Cloud / Qwen Team29.8%11.1%10CAug 11, 2026
10ACQwen3.5-4BAlibaba Cloud / Qwen Team22.0%0.0%10CAug 11, 2026

VITA-Bench Score Distribution

A closer view of the leading scores on this benchmark.

VITA-Bench

VITA-Bench Highlights

The leading models and scores on this benchmark.

Rank #1Qwen3.5-397B-A17B49.7%Rank #2Qwen3.7 Max47.9%Rank #3Qwen3.7-Plus45.6%Rank #4Qwen3.6 Plus44.3%

What is VITA-Bench?

What VITA-Bench measures and how its scores work.

VITA-Bench evaluates AI agents on real-world virtual task automation, measuring their ability to complete complex multi-step tasks in simulated environments.

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

Family
VITA-Bench
Modality
text
Primary category
reasoning
Score direction
higher
LLMBoard eligible
Yes
Evaluation key
vita-bench|llm-stats-current

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

FAQ

Common questions about VITA-Bench.

Which model scores highest on VITA-Bench?

Qwen3.5-397B-A17B is currently ranked first with 49.7%.

What does VITA-Bench measure?

VITA-Bench evaluates AI agents on real-world virtual task automation, measuring their ability to complete complex multi-step tasks in simulated environments.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

10 model results are currently shown.

Does this benchmark affect the overall score?

Yes. This benchmark can contribute to the current LLMBoard capability score.

Rankings

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Modalities

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