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

Atria Dawn Preview leads the LLM Stats Score 52.3 to 20.1.

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

Choose Qwen3-Next-80B-A3B-Instruct

  • you want predictable pricing at $0.09/M input and $1.10/M output

At a glance

The differences that matter most.

Atria Dawn Preview
Shanghai AI Laboratory
Qwen3-Next-80B-A3B-Instruct
Alibaba Cloud / Qwen Team
Core performance indexes
LLM Stats Score
52.3
#10
20.1
#197
Reasoning
50.5
#12
19.9
#192
Coding
36.2
#22
1.9
#228
Agents
38.8
#10
8.3
#132
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
$0.09 / M
Output price
— / M
$1.10 / M
Context window
—
262,144

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Atria Dawn Preview
Qwen3-Next-80B-A3B-Instruct
Tool use
31.1#12
4.3#158
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

12 reported for Atria Dawn Preview · 24 for Qwen3-Next-80B-A3B-Instruct

No common benchmarks found

Atria Dawn Preview and Qwen3-Next-80B-A3B-Instructdon'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-Instruct, making it 830.0% larger.

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

Context Window

Maximum input and output token capacity

Only Qwen3-Next-80B-A3B-Instruct specifies input context (262,144 tokens). Only Qwen3-Next-80B-A3B-Instruct specifies output context (262,144 tokens).

Shanghai AI Laboratory
Atria Dawn Preview
Input- tokens
Output- tokens
Alibaba Cloud / Qwen Team
Qwen3-Next-80B-A3B-Instruct
Input262,144 tokens
Output262,144 tokens
Wed Sep 16 2026 • llm-stats.com

License

Usage and distribution terms

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

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-Instruct was released on 2025-09-10.

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

Atria Dawn Preview

Sep 11, 2026

4 days ago

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

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-Instruct side-by-side, then vote on the output you prefer.

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

FAQ

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

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

Atria Dawn Preview leads the LLM Stats Score 52.3 to 20.1. Atria Dawn Preview is made by Shanghai AI Laboratory and Qwen3-Next-80B-A3B-Instruct 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-Instruct 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-Instruct scores MMLU-Redux: 90.9%, MultiPL-E: 87.8%, IFEval: 87.6%, WritingBench: 87.3%, Creative Writing v3: 85.3%.

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

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

Key differences include LLM Stats Score (52.3 vs 20.1), 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-Instruct?

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

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