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Atria Dawn Preview vs Qwen2.5-Coder 7B Instruct

Atria Dawn Preview leads the LLM Stats Score 52.3 to -3.2.

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 -3.2, 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 Qwen2.5-Coder 7B Instruct

  • you are already invested in the Alibaba Cloud / Qwen Team ecosystem

At a glance

The differences that matter most.

Atria Dawn Preview
Shanghai AI Laboratory
Qwen2.5-Coder 7B Instruct
Alibaba Cloud / Qwen Team
Core performance indexes
LLM Stats Score
52.3
#10
-3.2
#343
Reasoning
50.5
#12
-3.2
#335
Coding
36.2
#22
6.5
#189
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
— / M
Output price
— / M
— / M
Context window
—
—

Individual benchmarks

12 reported for Atria Dawn Preview · 19 for Qwen2.5-Coder 7B Instruct

No common benchmarks found

Atria Dawn Preview and Qwen2.5-Coder 7B 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

737.0B diff

Atria Dawn Preview has 737.0B more parameters than Qwen2.5-Coder 7B Instruct, making it 10528.6% larger.

Shanghai AI Laboratory
Atria Dawn Preview
744.0Bparameters
Alibaba Cloud / Qwen Team
Qwen2.5-Coder 7B Instruct
7.0Bparameters
744.0B
Atria Dawn Preview
7.0B
Qwen2.5-Coder 7B Instruct

License

Usage and distribution terms

Atria Dawn Preview is licensed under MIT, while Qwen2.5-Coder 7B 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

Qwen2.5-Coder 7B Instruct

Apache 2.0

Open weights

Release Timeline

When each model was launched

Atria Dawn Preview was released on 2026-09-11, while Qwen2.5-Coder 7B Instruct was released on 2024-09-19.

Atria Dawn Preview is 24 months newer than Qwen2.5-Coder 7B Instruct.

Atria Dawn Preview

Sep 11, 2026

4 days ago

2.0yr newer
Qwen2.5-Coder 7B Instruct

Sep 19, 2024

2.0 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 Qwen2.5-Coder 7B Instruct side-by-side, then vote on the output you prefer.

Atria Dawn Preview
✓ Preferred
Qwen2.5-Coder 7B Instruct
Open in Playground

FAQ

Common questions about Atria Dawn Preview vs Qwen2.5-Coder 7B Instruct.

Which is better, Atria Dawn Preview or Qwen2.5-Coder 7B Instruct?

Atria Dawn Preview leads the LLM Stats Score 52.3 to -3.2. Atria Dawn Preview is made by Shanghai AI Laboratory and Qwen2.5-Coder 7B 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 Qwen2.5-Coder 7B Instruct in benchmarks?

Atria Dawn Preview scores DeepSearchQA: 96.0%, BrowseComp: 92.5%, CyberGym: 86.5%, MLE-Bench Lite: 86.2%, WideSearch: 81.9%. Qwen2.5-Coder 7B Instruct scores HumanEval: 88.4%, GSM8k: 83.9%, MBPP: 83.5%, HellaSwag: 76.8%, Winogrande: 72.9%.

What are the main differences between Atria Dawn Preview and Qwen2.5-Coder 7B Instruct?

Key differences include LLM Stats Score (52.3 vs -3.2), licensing (MIT vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Atria Dawn Preview and Qwen2.5-Coder 7B Instruct?

Atria Dawn Preview is developed by Shanghai AI Laboratory and Qwen2.5-Coder 7B Instruct is developed by Alibaba Cloud / Qwen Team.

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