Atria Dawn Preview vs Sakana Namazu: Specs & Benchmark Comparison

Atria Dawn Preview is developed by Shanghai AI Laboratory, while Sakana Namazu comes from Sakana AI. Sakana Namazu was released in August 2026, and Atria Dawn Preview followed a month later in September 2026. Atria Dawn Preview has a published size of about 744 billion parameters; Sakana AI has not disclosed the parameter count of Sakana Namazu.

We have 12 benchmark results for Atria Dawn Preview and 3 benchmark results for Sakana Namazu, but they were measured on different benchmarks, so there is no like-for-like scoreboard.

Sakana Namazu is available through an API at $0.95 per million input tokens with a 256K-token context window. We do not track a hosted API for Atria Dawn Preview, so pricing and context cannot be compared directly.

CharacteristicAtria Dawn PreviewSakana Namazu
CompanyShanghai AI LaboratorySakana AI
Release DateSeptember 11, 2026August 3, 2026
Parameters744B—
MultimodalNoYes
Context (input)—256K
Context (output)—256K
Input Price / 1M—$0.95
Output Price / 1M—$4.00
Average Score72.7%92.4%

Verdict

Atria Dawn Preview leads in 1 out of 2 comparison categories.

Overall Performance

Both models show comparable average scores: Atria Dawn Preview — 0.7, Sakana Namazu — 0.9.

Recency

Atria Dawn Preview is newer: released 9/11/2026 vs 8/3/2026.

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Frequently Asked Questions

Which is better for coding — Atria Dawn Preview or Sakana Namazu?
Direct comparison on the SWE-Bench benchmark is not available. We recommend reviewing other metrics on the comparison page.
Which model is cheaper — Atria Dawn Preview or Sakana Namazu?
API pricing data is available on the individual model pages.
Which has a larger context window — Atria Dawn Preview or Sakana Namazu?
Context window data is available on the individual model pages.

The Atria Dawn Preview and Sakana Namazu comparison is updated for 2026. Data includes benchmark results, API pricing, context window size and other specifications. For more detailed information, visit the Atria Dawn Preview or Sakana Namazu page. See also the complete list of AI model comparisons.