Meta: Muse Spark Open

meta/muse-spark-open

Muse Spark Open is a coding-optimized open-weight model. Trained specifically for agentic coding workflows, it delivers higher first-attempt accuracy, reliable tool calling, and deep codebase understanding across the repos developers

Modalities
In / out per 1M$1.25 / $4.25
Context1M
ReleasedOct 15, 2026

Providers

5 providers serve this model upstream.

Providers serving this model
ProviderInput /MOutput /MCache read /MLatency P50Throughput P50Uptime
Nebius Token Factoryfp4$1.25$4.25Variable1.05s94 tps99.88%
Basetenfp4$1.25$4.25$0.150.39s215 tps99.67%
Together$1.25$4.25$0.150.99s26 tps99.48%
Modal$1.25$4.25$0.155.78s42 tps98.56%
Fireworks$1.25$4.25$0.152.60s58 tps87.45%

Market-wide measurements, refreshed every 15 minutes. They describe who serves Muse Spark Open in general, not how ProjectCOZY routes your requests.

Pricing

List rates per 1M tokens — what Muse Spark Open costs pay-as-you-go elsewhere, not what you pay here.

Input
$1.25
per 1M tokens
Output
$4.25
per 1M tokens
Cache read
$0.15
per 1M cached tokens
Included in every pass
Muse Spark Open is included in every ProjectCOZY pass at no extra cost — one flat rate, no per-token metering. The rates above are there for comparison.

Performance

Time to first token and output speed across every provider, over the last 3 days.

0.0s20.0s40.0s60.0s80.0s
Oct 16, 12 AMOct 16, 8 AMOct 16, 4 PMOct 17, 12 AMOct 17, 8 AMOct 17, 4 PMOct 18, 12 AMOct 18, 8 AMOct 18, 4 PMOct 19, 12 AMOct 19, 8 AM
Baseten Together Nebius Token Factory Fireworks Modal
0 tok/s200 tok/s400 tok/s600 tok/s800 tok/s
Oct 16, 12 AMOct 16, 8 AMOct 16, 4 PMOct 17, 12 AMOct 17, 8 AMOct 17, 4 PMOct 18, 12 AMOct 18, 8 AMOct 18, 4 PMOct 19, 12 AMOct 19, 8 AM
Baseten Together Nebius Token Factory Fireworks Modal

Uptime

100% of requests were served successfully over the last 3 days, across all providers.

Last 3 daysAvailability 98.44%
Oct 16, 10:00 AMNow
Availability over the last 24 hoursAvailability 99.44%
100% 97% 93% 90%
Oct 18, 10:20 AMNow

Apps

Tools that most often run Muse Spark Open, by tokens this week.

Activity

75.3B tokens processed market-wide in the last month.

020.0B40.0B60.0B80.0B
Oct 15Oct 16Oct 17Oct 18Oct 19
Tokens

FAQ

Which model id do I use for Muse Spark Open?
meta/muse-spark-open. Send it as the model field from any OpenAI-compatible client, against http://192.168.1.55/v1.
How much context does Muse Spark Open hold?
1,048,576 tokens per request, of which up to 943,718 can be the response.
What can it accept and return?
Input: text, image, video, file, audio. Output: text.
What does Muse Spark Open cost on a pass?
Nothing beyond the pass itself. Pay-as-you-go elsewhere it lists at $1.25 per 1M input tokens and $4.25 per 1M output tokens.
Who built Muse Spark Open?
Meta, in the Muse family.

Explore

Other models your pass can call.