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Atria Dawn Preview vs Grok Code Fast 1

Atria Dawn Preview leads the LLM Stats Score 52.3 to 20.7.

Shanghai AI Laboratory · xAI · Updated for 2026

Which is better?

Atria Dawn Preview leads the overall LLM Stats Score 52.3 to 20.7, 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
  • you need open weights you can self-host or fine-tune

Choose Grok Code Fast 1

  • you want predictable pricing at $0.20/M input and $1.50/M output

At a glance

The differences that matter most.

Atria Dawn Preview
Shanghai AI Laboratory
Grok Code Fast 1
xAI
Core performance indexes
LLM Stats Score
52.3
#10
20.7
#192
Reasoning
50.5
#12
20.6
#185
Coding
36.2
#22
12.9
#140
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
$0.20 / M
Output price
— / M
$1.50 / M
Context window
—
256,000

Individual benchmarks

12 reported for Atria Dawn Preview · 1 for Grok Code Fast 1

No common benchmarks found

Atria Dawn Preview and Grok Code Fast 1don'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 Grok Code Fast 1 specifies input context (256,000 tokens). Only Grok Code Fast 1 specifies output context (10,000 tokens).

Shanghai AI Laboratory
Atria Dawn Preview
Input- tokens
Output- tokens
xAI
Grok Code Fast 1
Input256,000 tokens
Output10,000 tokens
Sun Sep 20 2026 • llm-stats.com

License

Usage and distribution terms

Atria Dawn Preview is licensed under MIT, while Grok Code Fast 1 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

Grok Code Fast 1

Proprietary

Closed source

Release Timeline

When each model was launched

Atria Dawn Preview was released on 2026-09-11, while Grok Code Fast 1 was released on 2025-08-28.

Atria Dawn Preview is 13 months newer than Grok Code Fast 1.

Atria Dawn Preview

Sep 11, 2026

1 weeks ago

1.0yr newer
Grok Code Fast 1

Aug 28, 2025

1.1 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 Grok Code Fast 1 side-by-side, then vote on the output you prefer.

Atria Dawn Preview
✓ Preferred
Grok Code Fast 1
Open in Playground

FAQ

Common questions about Atria Dawn Preview vs Grok Code Fast 1.

Which is better, Atria Dawn Preview or Grok Code Fast 1?

Atria Dawn Preview leads the LLM Stats Score 52.3 to 20.7. Atria Dawn Preview is made by Shanghai AI Laboratory and Grok Code Fast 1 is made by xAI. 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 Grok Code Fast 1 in benchmarks?

Atria Dawn Preview scores DeepSearchQA: 96.0%, BrowseComp: 92.5%, CyberGym: 86.5%, MLE-Bench Lite: 86.2%, WideSearch: 81.9%. Grok Code Fast 1 scores SWE-Bench Verified: 70.8%.

What are the context window sizes for Atria Dawn Preview and Grok Code Fast 1?

Atria Dawn Preview supports an unknown number of tokens and Grok Code Fast 1 supports 256K 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 Grok Code Fast 1?

Key differences include LLM Stats Score (52.3 vs 20.7), licensing (MIT vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Atria Dawn Preview and Grok Code Fast 1?

Atria Dawn Preview is developed by Shanghai AI Laboratory and Grok Code Fast 1 is developed by xAI.

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