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VITA-Bench

Progress Over Time

Interactive timeline showing model performance evolution on VITA-Bench

State-of-the-art frontier
Open
Proprietary

VITA-Bench Leaderboard

10 models
ContextCostLicense
1
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
397B
2
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
1.0M$1.25 / $3.75
3
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
4
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
1.0M$0.50 / $3.00
5
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
27B262K$0.30 / $2.40
6
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
35B
7
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
122B
8
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
35B
9
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
9B
10
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
4B
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About this benchmark

What is 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.

VITA-Bench is a text benchmark evaluating models on reasoning and agents tasks. LLM Stats tracks 10 models on this benchmark, scored on a 0–1 scale. The current average is 0.4, with the leader at 0.5.

Compare leaders on the best AI for reasoning and best AI for agents leaderboards.

Current leaders

Qwen3.5-397B-A17B from Alibaba Cloud / Qwen Team currently leads the VITA-Bench leaderboard with a score of 0.497 across 10 evaluated AI models.

1Qwen3.5-397B-A17BAlibaba Cloud / Qwen Team49.7%
2Qwen3.7 MaxAlibaba Cloud / Qwen Team47.9%
3Qwen3.7-PlusAlibaba Cloud / Qwen Team45.6%

FAQ

Common questions about the VITA-Bench benchmark and leaderboard.

What is the VITA-Bench benchmark?

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

What is the VITA-Bench leaderboard?

The VITA-Bench leaderboard ranks 10 AI models based on their performance on this benchmark. Currently, Qwen3.5-397B-A17B by Alibaba Cloud / Qwen Team leads with a score of 0.497. The average score across all models is 0.382.

What is the highest VITA-Bench score?

The highest VITA-Bench score is 0.497, achieved by Qwen3.5-397B-A17B from Alibaba Cloud / Qwen Team.

How many models are evaluated on VITA-Bench?

10 models have been evaluated on the VITA-Bench benchmark, with 0 verified results and 10 self-reported results.

What categories does VITA-Bench cover?

VITA-Bench is categorized under reasoning and agents. The benchmark evaluates text models.

What is the best open-source model on VITA-Bench?

Qwen3.5-397B-A17B by Alibaba Cloud / Qwen Team is the top-ranked open-source model on VITA-Bench, with a score of 0.497 (rank #1).

Which model offers the best value on VITA-Bench?

Among models scoring within 10% of the leader, Qwen3.7 Max from Alibaba Cloud / Qwen Team is the cheapest, at $1.25 per million input tokens with a score of 0.479.

How recent are the VITA-Bench leaderboard results?

The VITA-Bench leaderboard was last updated in August 2026 and currently includes 10 evaluated models.