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Atria Dawn Preview vs GPT-5.1 Codex High

Atria Dawn Preview leads the LLM Stats Score 52.3 to 29.4.

Shanghai AI Laboratory · OpenAI · Updated for 2026

Which is better?

Atria Dawn Preview leads the overall LLM Stats Score 52.3 to 29.4, 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 — it leads those capability indexes
  • you want the most recent training data — it shipped Sep 2026
  • you need open weights you can self-host or fine-tune

Choose GPT-5.1 Codex High

  • you want predictable pricing at $1.25/M input and $10.00/M output

At a glance

The differences that matter most.

Atria Dawn Preview
Shanghai AI Laboratory
GPT-5.1 Codex High
OpenAI
Core performance indexes
LLM Stats Score
52.3
#10
29.4
#129
Reasoning
50.5
#12
29.2
#122
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
$1.25 / M
Output price
— / M
$10.00 / M
Context window
—
400,000

Individual benchmarks

12 reported for Atria Dawn Preview · 1 for GPT-5.1 Codex High

No common benchmarks found

Atria Dawn Preview and GPT-5.1 Codex Highdon'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

Context Window

Maximum input and output token capacity

Only GPT-5.1 Codex High specifies input context (400,000 tokens). Only GPT-5.1 Codex High specifies output context (128,000 tokens).

Shanghai AI Laboratory
Atria Dawn Preview
Input- tokens
Output- tokens
OpenAI
GPT-5.1 Codex High
Input400,000 tokens
Output128,000 tokens
Wed Sep 16 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

GPT-5.1 Codex High supports multimodal inputs, whereas Atria Dawn Preview does not.

GPT-5.1 Codex High can handle both text and other forms of data like images, making it suitable for multimodal applications.

Atria Dawn Preview

Text
Images
Audio
Video

GPT-5.1 Codex High

Text
Images
Audio
Video

License

Usage and distribution terms

Atria Dawn Preview is licensed under MIT, while GPT-5.1 Codex High uses a proprietary license.

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

Atria Dawn Preview

MIT

Open weights

GPT-5.1 Codex High

Proprietary

Closed source

Release Timeline

When each model was launched

Atria Dawn Preview was released on 2026-09-11, while GPT-5.1 Codex High was released on 2025-11-12.

Atria Dawn Preview is 10 months newer than GPT-5.1 Codex High.

Atria Dawn Preview

Sep 11, 2026

5 days ago

10mo newer
GPT-5.1 Codex High

Nov 12, 2025

10 months 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 GPT-5.1 Codex High side-by-side, then vote on the output you prefer.

Atria Dawn Preview
✓ Preferred
GPT-5.1 Codex High
Open in Playground

FAQ

Common questions about Atria Dawn Preview vs GPT-5.1 Codex High.

Which is better, Atria Dawn Preview or GPT-5.1 Codex High?

Atria Dawn Preview leads the LLM Stats Score 52.3 to 29.4. Atria Dawn Preview is made by Shanghai AI Laboratory and GPT-5.1 Codex High is made by OpenAI. 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 GPT-5.1 Codex High in benchmarks?

Atria Dawn Preview scores DeepSearchQA: 96.0%, BrowseComp: 92.5%, CyberGym: 86.5%, MLE-Bench Lite: 86.2%, WideSearch: 81.9%. GPT-5.1 Codex High scores AIME 2025: 96.7%.

What are the context window sizes for Atria Dawn Preview and GPT-5.1 Codex High?

Atria Dawn Preview supports an unknown number of tokens and GPT-5.1 Codex High supports 400K 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 GPT-5.1 Codex High?

Key differences include LLM Stats Score (52.3 vs 29.4), multimodal support (no vs yes), licensing (MIT vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Atria Dawn Preview and GPT-5.1 Codex High?

Atria Dawn Preview is developed by Shanghai AI Laboratory and GPT-5.1 Codex High is developed by OpenAI.

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