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Atria Dawn Preview vs Qwen3.8-Flash-Next

Atria Dawn Preview and Qwen3.8-Flash-Next are closely matched at 52.3 and 49.1 on the LLM Stats Score.

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

Which is better?

Atria Dawn Preview and Qwen3.8-Flash-Next are closely matched on the overall LLM Stats Score at 52.3 and 49.1.

In the 1 individual benchmarks reported for both models, Qwen3.8-Flash-Next wins 1; 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

  • you want the most recent training data — it shipped Sep 2026

Choose Qwen3.8-Flash-Next

  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results

At a glance

The differences that matter most.

Atria Dawn Preview
Shanghai AI Laboratory
Qwen3.8-Flash-Next
Alibaba Cloud / Qwen Team
Core performance indexes
LLM Stats Score
52.3
#10
49.1
#20
Reasoning
50.5
#12
48.9
#19
Coding
36.2
#22
36.1
#23
Agents
38.8
#10
35.1
#20
Cost, coverage & limits
Benchmark wins
0 of 1
1 of 1
Input price
— / M
— / M
Output price
— / M
— / M
Context window
—
—

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Atria Dawn Preview
Qwen3.8-Flash-Next
Tool use
31.1#12
31.1#11
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

12 reported for Atria Dawn Preview · 22 for Qwen3.8-Flash-Next

1 shared

Atria Dawn Preview outperforms in 0 benchmarks, while Qwen3.8-Flash-Next is better at 1 benchmark (SWE-Bench Pro).

Qwen3.8-Flash-Next significantly outperforms across most benchmarks.

Sun Sep 20 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Model Size

Parameter count comparison

619.0B diff

Atria Dawn Preview has 619.0B more parameters than Qwen3.8-Flash-Next, making it 495.2% larger.

Shanghai AI Laboratory
Atria Dawn Preview
744.0Bparameters
Alibaba Cloud / Qwen Team
Qwen3.8-Flash-Next
125.0Bparameters
744.0B
Atria Dawn Preview
125.0B
Qwen3.8-Flash-Next

Input capabilities

Documented input modalities across available providers

Qwen3.8-Flash-Next supports multimodal inputs, whereas Atria Dawn Preview does not.

Qwen3.8-Flash-Next can handle both text and other forms of data like images, making it suitable for multimodal applications.

Atria Dawn Preview

Text
Images
Audio
Video

Qwen3.8-Flash-Next

Text
Images
Audio
Video

License

Usage and distribution terms

Atria Dawn Preview is licensed under MIT, while Qwen3.8-Flash-Next uses Qwen Community License 1.0.

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

Atria Dawn Preview

MIT

Open weights

Qwen3.8-Flash-Next

Qwen Community License 1.0

Open weights

Release Timeline

When each model was launched

Atria Dawn Preview was released on 2026-09-11, while Qwen3.8-Flash-Next was released on 2026-08-26.

Atria Dawn Preview is 1 month newer than Qwen3.8-Flash-Next.

Atria Dawn Preview

Sep 11, 2026

1 weeks ago

2w newer
Qwen3.8-Flash-Next

Aug 26, 2026

3 weeks 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 Qwen3.8-Flash-Next side-by-side, then vote on the output you prefer.

Atria Dawn Preview
✓ Preferred
Qwen3.8-Flash-Next
Open in Playground

FAQ

Common questions about Atria Dawn Preview vs Qwen3.8-Flash-Next.

Which is better, Atria Dawn Preview or Qwen3.8-Flash-Next?

Atria Dawn Preview and Qwen3.8-Flash-Next are closely matched on the LLM Stats Score at 52.3 and 49.1. Atria Dawn Preview is made by Shanghai AI Laboratory and Qwen3.8-Flash-Next 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 Qwen3.8-Flash-Next in benchmarks?

Atria Dawn Preview scores DeepSearchQA: 96.0%, BrowseComp: 92.5%, CyberGym: 86.5%, MLE-Bench Lite: 86.2%, WideSearch: 81.9%. Qwen3.8-Flash-Next scores MathVision: 95.7%, LiveCodeBench v6: 91.9%, GPQA: 91.7%, CharXiv-R: 90.6%, RealWorldQA: 88.5%.

What are the main differences between Atria Dawn Preview and Qwen3.8-Flash-Next?

Key differences include LLM Stats Score (52.3 vs 49.1), multimodal support (no vs yes), licensing (MIT vs Qwen Community License 1.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Atria Dawn Preview and Qwen3.8-Flash-Next?

Atria Dawn Preview is developed by Shanghai AI Laboratory and Qwen3.8-Flash-Next is developed by Alibaba Cloud / Qwen Team.

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