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Atria Dawn Preview vs Qwen3-Next-80B-A3B-Thinking

Atria Dawn Preview leads the LLM Stats Score 52.3 to 23.8.

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 23.8, 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-Next-80B-A3B-Thinking

  • you want predictable pricing at $0.15/M input and $1.50/M output

At a glance

The differences that matter most.

Atria Dawn Preview
Shanghai AI Laboratory
Qwen3-Next-80B-A3B-Thinking
Alibaba Cloud / Qwen Team
Core performance indexes
LLM Stats Score
52.3
#10
23.8
#172
Reasoning
50.5
#12
24.5
#155
Agents
38.8
#10
12.2
#103
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
$0.15 / M
Output price
— / M
$1.50 / M
Context window
—
65,536

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Atria Dawn Preview
Qwen3-Next-80B-A3B-Thinking
Tool use
31.1#12
11.2#116
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

12 reported for Atria Dawn Preview · 23 for Qwen3-Next-80B-A3B-Thinking

No common benchmarks found

Atria Dawn Preview and Qwen3-Next-80B-A3B-Thinkingdon'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

664.0B diff

Atria Dawn Preview has 664.0B more parameters than Qwen3-Next-80B-A3B-Thinking, making it 830.0% larger.

Shanghai AI Laboratory
Atria Dawn Preview
744.0Bparameters
Alibaba Cloud / Qwen Team
Qwen3-Next-80B-A3B-Thinking
80.0Bparameters
744.0B
Atria Dawn Preview
80.0B
Qwen3-Next-80B-A3B-Thinking

Context Window

Maximum input and output token capacity

Only Qwen3-Next-80B-A3B-Thinking specifies input context (65,536 tokens). Only Qwen3-Next-80B-A3B-Thinking specifies output context (65,536 tokens).

Shanghai AI Laboratory
Atria Dawn Preview
Input- tokens
Output- tokens
Alibaba Cloud / Qwen Team
Qwen3-Next-80B-A3B-Thinking
Input65,536 tokens
Output65,536 tokens
Sun Sep 20 2026 • llm-stats.com

License

Usage and distribution terms

Atria Dawn Preview is licensed under MIT, while Qwen3-Next-80B-A3B-Thinking 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-Next-80B-A3B-Thinking

Apache 2.0

Open weights

Release Timeline

When each model was launched

Atria Dawn Preview was released on 2026-09-11, while Qwen3-Next-80B-A3B-Thinking was released on 2025-09-10.

Atria Dawn Preview is 12 months newer than Qwen3-Next-80B-A3B-Thinking.

Atria Dawn Preview

Sep 11, 2026

1 weeks ago

1.0yr newer
Qwen3-Next-80B-A3B-Thinking

Sep 10, 2025

1.0 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-Next-80B-A3B-Thinking side-by-side, then vote on the output you prefer.

Atria Dawn Preview
✓ Preferred
Qwen3-Next-80B-A3B-Thinking
Open in Playground

FAQ

Common questions about Atria Dawn Preview vs Qwen3-Next-80B-A3B-Thinking.

Which is better, Atria Dawn Preview or Qwen3-Next-80B-A3B-Thinking?

Atria Dawn Preview leads the LLM Stats Score 52.3 to 23.8. Atria Dawn Preview is made by Shanghai AI Laboratory and Qwen3-Next-80B-A3B-Thinking 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-Next-80B-A3B-Thinking in benchmarks?

Atria Dawn Preview scores DeepSearchQA: 96.0%, BrowseComp: 92.5%, CyberGym: 86.5%, MLE-Bench Lite: 86.2%, WideSearch: 81.9%. Qwen3-Next-80B-A3B-Thinking scores MMLU-Redux: 92.5%, IFEval: 88.9%, AIME 2025: 87.8%, WritingBench: 84.6%, MMLU-Pro: 82.7%.

What are the context window sizes for Atria Dawn Preview and Qwen3-Next-80B-A3B-Thinking?

Atria Dawn Preview supports an unknown number of tokens and Qwen3-Next-80B-A3B-Thinking supports 66K 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-Next-80B-A3B-Thinking?

Key differences include LLM Stats Score (52.3 vs 23.8), licensing (MIT vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Atria Dawn Preview and Qwen3-Next-80B-A3B-Thinking?

Atria Dawn Preview is developed by Shanghai AI Laboratory and Qwen3-Next-80B-A3B-Thinking is developed by Alibaba Cloud / Qwen Team.

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