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Atria Dawn Preview vs QwQ-32B-Preview

Atria Dawn Preview leads the LLM Stats Score 52.3 to 9.0.

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

Choose QwQ-32B-Preview

  • you want predictable pricing at $0.15/M input and $0.20/M output

At a glance

The differences that matter most.

Atria Dawn Preview
Shanghai AI Laboratory
QwQ-32B-Preview
Alibaba Cloud / Qwen Team
Core performance indexes
LLM Stats Score
52.3
#10
9.0
#273
Reasoning
50.5
#12
9.3
#262
Coding
36.2
#22
4.4
#207
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
$0.15 / M
Output price
— / M
$0.20 / M
Context window
—
32,768

Individual benchmarks

12 reported for Atria Dawn Preview · 4 for QwQ-32B-Preview

No common benchmarks found

Atria Dawn Preview and QwQ-32B-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

711.5B diff

Atria Dawn Preview has 711.5B more parameters than QwQ-32B-Preview, making it 2189.2% larger.

Shanghai AI Laboratory
Atria Dawn Preview
744.0Bparameters
Alibaba Cloud / Qwen Team
QwQ-32B-Preview
32.5Bparameters
744.0B
Atria Dawn Preview
32.5B
QwQ-32B-Preview

Context Window

Maximum input and output token capacity

Only QwQ-32B-Preview specifies input context (32,768 tokens). Only QwQ-32B-Preview specifies output context (32,768 tokens).

Shanghai AI Laboratory
Atria Dawn Preview
Input- tokens
Output- tokens
Alibaba Cloud / Qwen Team
QwQ-32B-Preview
Input32,768 tokens
Output32,768 tokens
Wed Sep 16 2026 • llm-stats.com

License

Usage and distribution terms

Atria Dawn Preview is licensed under MIT, while QwQ-32B-Preview 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

QwQ-32B-Preview

Apache 2.0

Open weights

Release Timeline

When each model was launched

Atria Dawn Preview was released on 2026-09-11, while QwQ-32B-Preview was released on 2024-11-28.

Atria Dawn Preview is 22 months newer than QwQ-32B-Preview.

Atria Dawn Preview

Sep 11, 2026

4 days ago

1.8yr newer
QwQ-32B-Preview

Nov 28, 2024

1.8 years ago

Knowledge Cutoff

When training data ends

QwQ-32B-Preview has a documented knowledge cutoff of 2024-11-28, while Atria Dawn Preview's cutoff date is not specified.

We can confirm QwQ-32B-Preview's training data extends to 2024-11-28, but cannot make a direct comparison without Atria Dawn Preview's cutoff date.

Atria Dawn Preview

—

QwQ-32B-Preview

Nov 2024

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Judge for yourself.

Run your own prompts against Atria Dawn Preview and QwQ-32B-Preview side-by-side, then vote on the output you prefer.

Atria Dawn Preview
✓ Preferred
QwQ-32B-Preview
Open in Playground

FAQ

Common questions about Atria Dawn Preview vs QwQ-32B-Preview.

Which is better, Atria Dawn Preview or QwQ-32B-Preview?

Atria Dawn Preview leads the LLM Stats Score 52.3 to 9.0. Atria Dawn Preview is made by Shanghai AI Laboratory and QwQ-32B-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 QwQ-32B-Preview in benchmarks?

Atria Dawn Preview scores DeepSearchQA: 96.0%, BrowseComp: 92.5%, CyberGym: 86.5%, MLE-Bench Lite: 86.2%, WideSearch: 81.9%. QwQ-32B-Preview scores MATH-500: 90.6%, GPQA: 65.2%, AIME 2024: 50.0%, LiveCodeBench: 50.0%.

What are the context window sizes for Atria Dawn Preview and QwQ-32B-Preview?

Atria Dawn Preview supports an unknown number of tokens and QwQ-32B-Preview supports 33K 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 QwQ-32B-Preview?

Key differences include LLM Stats Score (52.3 vs 9.0), licensing (MIT vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Atria Dawn Preview and QwQ-32B-Preview?

Atria Dawn Preview is developed by Shanghai AI Laboratory and QwQ-32B-Preview is developed by Alibaba Cloud / Qwen Team.

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