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Atria Dawn Preview vs Qwen2.5 VL 7B Instruct

Atria Dawn Preview leads the LLM Stats Score 52.3 to 6.5.

Shanghai AI Laboratory · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Atria Dawn Preview leads the overall LLM Stats Score 52.3 to 6.5, ranking #10 overall.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Atria Dawn Preview

  • overall performance matters — it scores 52.3 and ranks #10 on LLM Stats
  • your work emphasizes reasoning and agents — it leads those capability indexes
  • you want the most recent training data — it shipped Sep 2026

Choose Qwen2.5 VL 7B Instruct

  • you are already invested in the Alibaba Cloud / Qwen Team ecosystem

At a glance

The differences that matter most.

Atria Dawn Preview
Shanghai AI Laboratory
Qwen2.5 VL 7B Instruct
Alibaba Cloud / Qwen Team
Core performance indexes
LLM Stats Score
52.3
#10
6.5
#292
Reasoning
50.5
#12
3.0
#303
Agents
38.8
#10
-3.2
#178
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
— / M
Output price
— / M
— / M
Context window
—
—

Individual benchmarks

12 reported for Atria Dawn Preview · 32 for Qwen2.5 VL 7B Instruct

No common benchmarks found

Atria Dawn Preview and Qwen2.5 VL 7B Instructdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Model Size

Parameter count comparison

735.7B diff

Atria Dawn Preview has 735.7B more parameters than Qwen2.5 VL 7B Instruct, making it 8874.7% larger.

Shanghai AI Laboratory
Atria Dawn Preview
744.0Bparameters
Alibaba Cloud / Qwen Team
Qwen2.5 VL 7B Instruct
8.3Bparameters
744.0B
Atria Dawn Preview
8.3B
Qwen2.5 VL 7B Instruct

Input capabilities

Documented input modalities across available providers

Qwen2.5 VL 7B Instruct supports multimodal inputs, whereas Atria Dawn Preview does not.

Qwen2.5 VL 7B Instruct can handle both text and other forms of data like images, making it suitable for multimodal applications.

Atria Dawn Preview

Text
Images
Audio
Video

Qwen2.5 VL 7B Instruct

Text
Images
Audio
Video

License

Usage and distribution terms

Atria Dawn Preview is licensed under MIT, while Qwen2.5 VL 7B Instruct uses Apache 2.0.

License differences may affect how you can use these models in commercial or open-source projects.

Atria Dawn Preview

MIT

Open weights

Qwen2.5 VL 7B Instruct

Apache 2.0

Open weights

Release Timeline

When each model was launched

Atria Dawn Preview was released on 2026-09-11, while Qwen2.5 VL 7B Instruct was released on 2025-01-26.

Atria Dawn Preview is 20 months newer than Qwen2.5 VL 7B Instruct.

Atria Dawn Preview

Sep 11, 2026

5 days ago

1.6yr newer
Qwen2.5 VL 7B Instruct

Jan 26, 2025

1.6 years ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Judge for yourself.

Run your own prompts against Atria Dawn Preview and Qwen2.5 VL 7B Instruct side-by-side, then vote on the output you prefer.

Atria Dawn Preview
✓ Preferred
Qwen2.5 VL 7B Instruct
Open in Playground

FAQ

Common questions about Atria Dawn Preview vs Qwen2.5 VL 7B Instruct.

Which is better, Atria Dawn Preview or Qwen2.5 VL 7B Instruct?

Atria Dawn Preview leads the LLM Stats Score 52.3 to 6.5. Atria Dawn Preview is made by Shanghai AI Laboratory and Qwen2.5 VL 7B Instruct is made by Alibaba Cloud / Qwen Team. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Atria Dawn Preview compare to Qwen2.5 VL 7B Instruct in benchmarks?

Atria Dawn Preview scores DeepSearchQA: 96.0%, BrowseComp: 92.5%, CyberGym: 86.5%, MLE-Bench Lite: 86.2%, WideSearch: 81.9%. Qwen2.5 VL 7B Instruct scores DocVQA: 95.7%, Android Control Low_EM: 91.4%, MobileMiniWob++_SR: 91.4%, ChartQA: 87.3%, OCRBench: 86.4%.

What are the main differences between Atria Dawn Preview and Qwen2.5 VL 7B Instruct?

Key differences include LLM Stats Score (52.3 vs 6.5), multimodal support (no vs yes), licensing (MIT vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Atria Dawn Preview and Qwen2.5 VL 7B Instruct?

Atria Dawn Preview is developed by Shanghai AI Laboratory and Qwen2.5 VL 7B Instruct is developed by Alibaba Cloud / Qwen Team.

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