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Atria Dawn Preview vs Qwen3-235B-A22B-Thinking-2507

Atria Dawn Preview leads the LLM Stats Score 52.3 to 28.1.

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 28.1, 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 Qwen3-235B-A22B-Thinking-2507

  • you want predictable pricing at $0.30/M input and $3.00/M output

At a glance

The differences that matter most.

Atria Dawn Preview
Shanghai AI Laboratory
Qwen3-235B-A22B-Thinking-2507
Alibaba Cloud / Qwen Team
Core performance indexes
LLM Stats Score
52.3
#10
28.1
#135
Reasoning
50.5
#12
28.4
#128
Agents
38.8
#10
11.4
#108
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
$0.30 / M
Output price
— / M
$3.00 / M
Context window
—
262,144

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Atria Dawn Preview
Qwen3-235B-A22B-Thinking-2507
Tool use
31.1#12
10.8#119
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

12 reported for Atria Dawn Preview · 25 for Qwen3-235B-A22B-Thinking-2507

No common benchmarks found

Atria Dawn Preview and Qwen3-235B-A22B-Thinking-2507don'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

509.0B diff

Atria Dawn Preview has 509.0B more parameters than Qwen3-235B-A22B-Thinking-2507, making it 216.6% larger.

Shanghai AI Laboratory
Atria Dawn Preview
744.0Bparameters
Alibaba Cloud / Qwen Team
Qwen3-235B-A22B-Thinking-2507
235.0Bparameters
744.0B
Atria Dawn Preview
235.0B
Qwen3-235B-A22B-Thinking-2507

Context Window

Maximum input and output token capacity

Only Qwen3-235B-A22B-Thinking-2507 specifies input context (262,144 tokens). Only Qwen3-235B-A22B-Thinking-2507 specifies output context (131,072 tokens).

Shanghai AI Laboratory
Atria Dawn Preview
Input- tokens
Output- tokens
Alibaba Cloud / Qwen Team
Qwen3-235B-A22B-Thinking-2507
Input262,144 tokens
Output131,072 tokens
Sun Sep 20 2026 • llm-stats.com

License

Usage and distribution terms

Atria Dawn Preview is licensed under MIT, while Qwen3-235B-A22B-Thinking-2507 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

Qwen3-235B-A22B-Thinking-2507

Apache 2.0

Open weights

Release Timeline

When each model was launched

Atria Dawn Preview was released on 2026-09-11, while Qwen3-235B-A22B-Thinking-2507 was released on 2025-07-25.

Atria Dawn Preview is 14 months newer than Qwen3-235B-A22B-Thinking-2507.

Atria Dawn Preview

Sep 11, 2026

1 weeks ago

1.1yr newer
Qwen3-235B-A22B-Thinking-2507

Jul 25, 2025

1.2 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 Qwen3-235B-A22B-Thinking-2507 side-by-side, then vote on the output you prefer.

Atria Dawn Preview
✓ Preferred
Qwen3-235B-A22B-Thinking-2507
Open in Playground

FAQ

Common questions about Atria Dawn Preview vs Qwen3-235B-A22B-Thinking-2507.

Which is better, Atria Dawn Preview or Qwen3-235B-A22B-Thinking-2507?

Atria Dawn Preview leads the LLM Stats Score 52.3 to 28.1. Atria Dawn Preview is made by Shanghai AI Laboratory and Qwen3-235B-A22B-Thinking-2507 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 Qwen3-235B-A22B-Thinking-2507 in benchmarks?

Atria Dawn Preview scores DeepSearchQA: 96.0%, BrowseComp: 92.5%, CyberGym: 86.5%, MLE-Bench Lite: 86.2%, WideSearch: 81.9%. Qwen3-235B-A22B-Thinking-2507 scores MMLU-Redux: 93.8%, AIME 2025: 92.3%, WritingBench: 88.3%, IFEval: 87.8%, Creative Writing v3: 86.1%.

What are the context window sizes for Atria Dawn Preview and Qwen3-235B-A22B-Thinking-2507?

Atria Dawn Preview supports an unknown number of tokens and Qwen3-235B-A22B-Thinking-2507 supports 262K 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 Qwen3-235B-A22B-Thinking-2507?

Key differences include LLM Stats Score (52.3 vs 28.1), licensing (MIT vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Atria Dawn Preview and Qwen3-235B-A22B-Thinking-2507?

Atria Dawn Preview is developed by Shanghai AI Laboratory and Qwen3-235B-A22B-Thinking-2507 is developed by Alibaba Cloud / Qwen Team.

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