Atria Dawn Preview vs Muse Spark 1.2: Specs & Benchmark Comparison

Atria Dawn Preview is developed by Shanghai AI Laboratory, while Muse Spark 1.2 comes from Meta. Muse Spark 1.2 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; Meta has not disclosed the parameter count of Muse Spark 1.2.

We have 12 benchmark results for Atria Dawn Preview and 3 benchmark results for Muse Spark 1.2, but they overlap on a single test: Terminal-Bench 2.1, where Muse Spark 1.2 scores 83.0% against 78.3%.

Muse Spark 1.2 is available through an API at $1.25 per million input tokens with a 1M-token context window. We do not track a hosted API for Atria Dawn Preview, so pricing and context cannot be compared directly.

CharacteristicAtria Dawn PreviewMuse Spark 1.2
CompanyShanghai AI LaboratoryMeta
Release DateSeptember 11, 2026August 5, 2026
Parameters744B
MultimodalNoYes
Context (input)1.0M
Context (output)131K
Input Price / 1M$1.25
Output Price / 1M$4.25
Average Score72.7%71.0%
Benchmarks
Terminal-Bench 2.178.3%83.0%

Visual Benchmark Comparison

Atria Dawn Preview
Muse Spark 1.2
Terminal-Bench 2.10.8 vs 0.8
0.8
0.8

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, Muse Spark 1.2 — 0.7.

Recency

Atria Dawn Preview is newer: released 9/11/2026 vs 8/5/2026.

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Frequently Asked Questions

Which is better for coding — Atria Dawn Preview or Muse Spark 1.2?
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 Muse Spark 1.2?
API pricing data is available on the individual model pages.
Which has a larger context window — Atria Dawn Preview or Muse Spark 1.2?
Context window data is available on the individual model pages.

The Atria Dawn Preview and Muse Spark 1.2 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 Muse Spark 1.2 page. See also the complete list of AI model comparisons.