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Atria Dawn Preview vs QvQ-72B-Preview

Atria Dawn Preview leads the LLM Stats Score 52.3 to 7.9.

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 7.9, 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 — it leads those capability indexes
  • you want the most recent training data — it shipped Sep 2026

Choose QvQ-72B-Preview

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

At a glance

The differences that matter most.

Core performance indexes
52.3
#10
7.9
#282
50.5
#12
8.2
#276
Cost, coverage & limits
Benchmark wins
Input price
— / M
— / M
Output price
— / M
— / M
Context window

Individual benchmarks

12 reported for Atria Dawn Preview · 4 for QvQ-72B-Preview

No common benchmarks found

Atria Dawn Preview and QvQ-72B-Previewdon'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

670.6B diff

Atria Dawn Preview has 670.6B more parameters than QvQ-72B-Preview, making it 913.6% larger.

Shanghai AI Laboratory
Atria Dawn Preview
744.0Bparameters
Alibaba Cloud / Qwen Team
QvQ-72B-Preview
73.4Bparameters
744.0B
Atria Dawn Preview
73.4B
QvQ-72B-Preview

Input capabilities

Documented input modalities across available providers

QvQ-72B-Preview supports multimodal inputs, whereas Atria Dawn Preview does not.

QvQ-72B-Preview can handle both text and other forms of data like images, making it suitable for multimodal applications.

Atria Dawn Preview

Text
Images
Audio
Video

QvQ-72B-Preview

Text
Images
Audio
Video

License

Usage and distribution terms

Atria Dawn Preview is licensed under MIT, while QvQ-72B-Preview uses Qwen.

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

Atria Dawn Preview

MIT

Open weights

QvQ-72B-Preview

Qwen

Open weights

Release Timeline

When each model was launched

Atria Dawn Preview was released on 2026-09-11, while QvQ-72B-Preview was released on 2024-12-25.

Atria Dawn Preview is 21 months newer than QvQ-72B-Preview.

Atria Dawn Preview

Sep 11, 2026

5 days ago

1.7yr newer
QvQ-72B-Preview

Dec 25, 2024

1.7 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 QvQ-72B-Preview side-by-side, then vote on the output you prefer.

Atria Dawn Preview
✓ Preferred
QvQ-72B-Preview
Open in Playground

FAQ

Common questions about Atria Dawn Preview vs QvQ-72B-Preview.

Which is better, Atria Dawn Preview or QvQ-72B-Preview?

Atria Dawn Preview leads the LLM Stats Score 52.3 to 7.9. Atria Dawn Preview is made by Shanghai AI Laboratory and QvQ-72B-Preview 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 QvQ-72B-Preview in benchmarks?

Atria Dawn Preview scores DeepSearchQA: 96.0%, BrowseComp: 92.5%, CyberGym: 86.5%, MLE-Bench Lite: 86.2%, WideSearch: 81.9%. QvQ-72B-Preview scores MathVista: 71.4%, MMMU: 70.3%, MathVision: 35.9%, OlympiadBench: 20.4%.

What are the main differences between Atria Dawn Preview and QvQ-72B-Preview?

Key differences include LLM Stats Score (52.3 vs 7.9), multimodal support (no vs yes), licensing (MIT vs Qwen). See the full comparison above for benchmark-by-benchmark results.

Who makes Atria Dawn Preview and QvQ-72B-Preview?

Atria Dawn Preview is developed by Shanghai AI Laboratory and QvQ-72B-Preview is developed by Alibaba Cloud / Qwen Team.