Ember-1 vs Muse Spark 1.3: Specs & Benchmark Comparison

Ember-1 is developed by Fireworks AI, while Muse Spark 1.3 comes from Meta. Both were released in September 2026. Ember-1 has a published size of about 2.8 trillion parameters; Meta has not disclosed the parameter count of Muse Spark 1.3.

The two models share 2 published benchmarks. Muse Spark 1.3 leads on 2 of them. The widest gaps are on Terminal-Bench 2.1, where Muse Spark 1.3 scores 88.8% against 82.0%; DeepSWE 1.1, where Muse Spark 1.3 scores 75.4% against 75.2%. Averaged across everything we track, Ember-1 sits at 78.8% and Muse Spark 1.3 at 73.4%.

Muse Spark 1.3 is the cheaper API at $1.25 per million input tokens and $4.25 per million output tokens, roughly 2 times cheaper than Ember-1 at $3 and $15. Both accept a context window of about 1M tokens. Ember-1 accepts text as input, while Muse Spark 1.3 accepts text, images, audio, and video.

CharacteristicEmber-1Muse Spark 1.3
CompanyFireworks AIMeta
Release DateSeptember 23, 2026September 2, 2026
Parameters2.8T—
MultimodalNoYes
Context (input)1.0M1.0M
Context (output)—944K
Input Price / 1M$3.00$1.25
Output Price / 1M$15.00$4.25
Average Score78.8%73.4%
Benchmarks
Terminal-Bench 2.182.0%88.8%
DeepSWE 1.175.2%75.4%

Visual Benchmark Comparison

Ember-1
Muse Spark 1.3
Terminal-Bench 2.10.8 vs 0.9
0.8
0.9
DeepSWE 1.10.8 vs 0.8
0.8
0.8

Verdict

Muse Spark 1.3 leads in 2 out of 4 comparison categories.

Overall Performance

Both models show comparable average scores: Ember-1 — 0.8, Muse Spark 1.3 — 0.7.

API Cost

Muse Spark 1.3 is 3.3x cheaper: input $1.25/1M vs $3.00/1M tokens.

Context Window

Muse Spark 1.3 supports a larger context: 1M vs 1M tokens.

Recency

Ember-1 is newer: released 9/23/2026 vs 9/2/2026.

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Frequently Asked Questions

Which is better for coding — Ember-1 or Muse Spark 1.3?
Direct comparison on the SWE-Bench benchmark is not available. We recommend reviewing other metrics on the comparison page.
Which model is cheaper — Ember-1 or Muse Spark 1.3?
Muse Spark 1.3 is cheaper for input: $1.25 per 1M tokens vs $3.00.
Which has a larger context window — Ember-1 or Muse Spark 1.3?
Muse Spark 1.3 supports a larger context: 1,048,576 tokens vs 1,040,000.

The Ember-1 and Muse Spark 1.3 comparison is updated for 2026. Data includes benchmark results, API pricing, context window size and other specifications. For more detailed information, visit the Ember-1 or Muse Spark 1.3 page. See also the complete list of AI model comparisons.