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Atria Dawn Preview vs Qwen3.7-Plus

Atria Dawn Preview leads the LLM Stats Score 52.3 to 42.6.

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 42.6, ranking #10 overall.

In the 3 individual benchmarks reported for both models, Atria Dawn Preview wins 3; this is a narrower head-to-head signal than the composite indexes.

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 coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 3 of 3 exact shared results
  • you want the most recent training data — it shipped Sep 2026
  • you need open weights you can self-host or fine-tune

Choose Qwen3.7-Plus

  • you want predictable pricing at $0.32/M input and $1.28/M output

At a glance

The differences that matter most.

Atria Dawn Preview
Shanghai AI Laboratory
Qwen3.7-Plus
Alibaba Cloud / Qwen Team
Core performance indexes
LLM Stats Score
52.3
#10
42.6
#46
Reasoning
50.5
#12
43.1
#43
Coding
36.2
#22
30.8
#48
Agents
38.8
#10
24.4
#53
Cost, coverage & limits
Benchmark wins
3 of 3
0 of 3
Input price
— / M
$0.32 / M
Output price
— / M
$1.28 / M
Context window
—
1,000,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Atria Dawn Preview
Qwen3.7-Plus
Tool use
31.1#12
23.0#44
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

12 reported for Atria Dawn Preview · 70 for Qwen3.7-Plus

3 shared

Atria Dawn Preview outperforms in 3 benchmarks (BFCL-V4, SkillsBench, SWE-Bench Pro), while Qwen3.7-Plus is better at 0 benchmarks.

Atria Dawn Preview significantly outperforms across most benchmarks.

Sun Sep 20 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Qwen3.7-Plus specifies input context (1,000,000 tokens). Only Qwen3.7-Plus specifies output context (65,536 tokens).

Shanghai AI Laboratory
Atria Dawn Preview
Input- tokens
Output- tokens
Alibaba Cloud / Qwen Team
Qwen3.7-Plus
Input1,000,000 tokens
Output65,536 tokens
Sun Sep 20 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Qwen3.7-Plus supports multimodal inputs, whereas Atria Dawn Preview does not.

Qwen3.7-Plus can handle both text and other forms of data like images, making it suitable for multimodal applications.

Atria Dawn Preview

Text
Images
Audio
Video

Qwen3.7-Plus

Text
Images
Audio
Video

License

Usage and distribution terms

Atria Dawn Preview is licensed under MIT, while Qwen3.7-Plus uses a proprietary license.

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

Atria Dawn Preview

MIT

Open weights

Qwen3.7-Plus

Proprietary

Closed source

Release Timeline

When each model was launched

Atria Dawn Preview was released on 2026-09-11, while Qwen3.7-Plus was released on 2026-05-31.

Atria Dawn Preview is 3 months newer than Qwen3.7-Plus.

Atria Dawn Preview

Sep 11, 2026

1 weeks ago

3mo newer
Qwen3.7-Plus

May 31, 2026

3 months 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 Qwen3.7-Plus side-by-side, then vote on the output you prefer.

Atria Dawn Preview
✓ Preferred
Qwen3.7-Plus
Open in Playground

FAQ

Common questions about Atria Dawn Preview vs Qwen3.7-Plus.

Which is better, Atria Dawn Preview or Qwen3.7-Plus?

Atria Dawn Preview leads the LLM Stats Score 52.3 to 42.6. Atria Dawn Preview is made by Shanghai AI Laboratory and Qwen3.7-Plus 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 Qwen3.7-Plus in benchmarks?

Atria Dawn Preview scores DeepSearchQA: 96.0%, BrowseComp: 92.5%, CyberGym: 86.5%, MLE-Bench Lite: 86.2%, WideSearch: 81.9%. Qwen3.7-Plus scores IFEval: 94.6%, MMLU-Redux: 94.5%, HMMT Feb 26: 92.9%, MRCR v2: 91.7%, OmniDocBench 1.5: 91.4%.

What are the context window sizes for Atria Dawn Preview and Qwen3.7-Plus?

Atria Dawn Preview supports an unknown number of tokens and Qwen3.7-Plus supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Atria Dawn Preview and Qwen3.7-Plus?

Key differences include LLM Stats Score (52.3 vs 42.6), multimodal support (no vs yes), licensing (MIT vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Atria Dawn Preview and Qwen3.7-Plus?

Atria Dawn Preview is developed by Shanghai AI Laboratory and Qwen3.7-Plus is developed by Alibaba Cloud / Qwen Team.

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