Muse Spark Open is Meta's language model with a 1.0M context window and up to 944K output tokens, available from 5 providers, starting at $1.25 / 1M input and $4.25 / 1M output. An open-weights reasoning model from Meta for coding and agentic workflows, supporting tool calling and native image understanding via a sparse Mixture-of-Experts architecture.
Specifications
Canonical IDmeta-muse-spark-open
TypeLanguage
StatusActive
CreatorMetaMeta
Providers
Context Window1.0M tokens
Max Output944K tokens
Input ModalitiesAudioImageTextVideo
Output ModalitiesText
Reasoning Effortsdefault
Parameters822B
HuggingFace Likes325
HuggingFace Downloads (30d)402
HuggingFace Downloads (all-time)402
Release Date · 2 days ago
Benchmarks
Intelligence Index
#37
GPQA
#59
HLE
#26
Time to First Token
#377
SciCode
#16
LCR
#66
Output TPS
#122

Capabilities

Input4/5
Text✓
Image✓
Audio✓
Video✓
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities5/13
Reasoning✓
Adaptive Reasoning·
Function Calling✓
Parallel Function Calling·
Structured Outputs✓
Native JSON Schema✓
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching✓
Assistant Prefill·

Pricing by Provider

US Dollar ($)
Per 1M tokens
ProviderStandard
Input
$ / 1M
Output
$ / 1M
Cache Read
$ / 1M
Baseten
baseten/meta-models/muse-spark-open
$1.25$4.25$0.15
Fireworks AI logo
Fireworks AI
fireworks_ai/accounts/fireworks/models/muse-spark-open
$1.25$4.25$0.15
Nebius logo
Nebius
meta-models/muse-spark-open
$1.25$4.25N/A
OpenRouter logo
OpenRouter
meta/muse-spark-open
$1.25$4.25$0.15
Vercel AI Gateway logo
Vercel AI Gateway
meta/muse-spark-open
$1.25$4.25$0.15

Cost Calculator

US Dollar ($)
Preset:

Cheapest Instances to Run It

Cloud GPU instances that can host Muse Spark Open, ranked by cheapest on-demand price. The model needs about 1973 GB of GPU memory at FP16 precision (estimated from its parameter count), so treat the fit as guidance rather than a guarantee.

All clouds
FP16 (full precision)
US Dollar ($)
Instance
Cloud
GPU
VRAM
Price
Cheapest region
p6-b300.48xlargeAWS8× B3002149 GB$142.42/hr

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
Muse Spark Open1.0M$1.25$4.25Current
Muse Spark Open 816B-A42B NVFP4————Available

Model IDs

accounts/fireworks/models/muse-spark-open
baseten/meta-models/muse-spark-open
fireworks_ai/accounts/fireworks/models/muse-spark-open
meta-muse-spark-open
meta/muse-spark-open
muse-spark-open