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ZEROBench-Sub

Progress Over Time

Interactive timeline showing model performance evolution on ZEROBench-Sub

State-of-the-art frontier
Open
Proprietary

ZEROBench-Sub Leaderboard

5 models
ContextCostLicense
1
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
122B
1
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
27B262K$0.30 / $2.40
3
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
35B
4
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
35B
5
Alibaba Cloud / Qwen Team
Alibaba Cloud / Qwen Team
236B
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About this benchmark

What is ZEROBench-Sub?

ZEROBench-Sub is a subset of the ZEROBench benchmark.

ZEROBench-Sub is a image benchmark evaluating models on multimodal, reasoning, and vision tasks. LLM Stats tracks 5 models on this benchmark, scored on a 0–100 scale. The current average is 0.3, with the leader at 0.4.

Compare leaders on the best AI for multimodal, best AI for reasoning and best AI for vision leaderboards.

Current leaders

Qwen3.5-122B-A10B from Alibaba Cloud / Qwen Team currently leads the ZEROBench-Sub leaderboard with a score of 0.362 across 5 evaluated AI models.

1Qwen3.5-122B-A10BAlibaba Cloud / Qwen Team0.4%
1Qwen3.5-27BAlibaba Cloud / Qwen Team0.4%
3Qwen3.6-35B-A3BAlibaba Cloud / Qwen Team0.3%

FAQ

Common questions about the ZEROBench-Sub benchmark and leaderboard.

What is the ZEROBench-Sub benchmark?

ZEROBench-Sub is a subset of the ZEROBench benchmark.

What is the ZEROBench-Sub leaderboard?

The ZEROBench-Sub leaderboard ranks 5 AI models based on their performance on this benchmark. Currently, Qwen3.5-122B-A10B by Alibaba Cloud / Qwen Team leads with a score of 0.362. The average score across all models is 0.337.

What is the highest ZEROBench-Sub score?

The highest ZEROBench-Sub score is 0.362, achieved by Qwen3.5-122B-A10B from Alibaba Cloud / Qwen Team.

How many models are evaluated on ZEROBench-Sub?

5 models have been evaluated on the ZEROBench-Sub benchmark, with 0 verified results and 5 self-reported results.

What categories does ZEROBench-Sub cover?

ZEROBench-Sub is categorized under multimodal, reasoning, and vision. The benchmark evaluates image models.

What's the difference between ZEROBench-Sub and ZEROBench?

ZEROBench-Sub is a variant of ZEROBench. See the ZEROBench leaderboard for the broader benchmark and per-model comparison.

What is the best open-source model on ZEROBench-Sub?

Qwen3.5-122B-A10B by Alibaba Cloud / Qwen Team is the top-ranked open-source model on ZEROBench-Sub, with a score of 0.362 (rank #1).

Which model offers the best value on ZEROBench-Sub?

Among models scoring within 10% of the leader, Qwen3.5-27B from Alibaba Cloud / Qwen Team is the cheapest, at $0.30 per million input tokens with a score of 0.362.

How recent are the ZEROBench-Sub leaderboard results?

The ZEROBench-Sub leaderboard was last updated in August 2026 and currently includes 5 evaluated models.