Muse Spark Open

MetaMCP Tool CallReasoning
meta/muse-spark-openOpen Weights

Muse Spark Open is an 816B total / 42B active open-weight multimodal reasoning model from Meta for coding and long-horizon agentic work, with 1M-token context.

Benchmark Pricing$1.25 / 1M in$4.25 / 1M out$0.15 cache read
Context: 1,048,576 tokens•Max Output: 131,072 tokens•Knowledge: 2026-01-04•Released: 2026-10-15

TECHNICAL SPECIFICATIONS

Context Window1,048,5761M tokens
Max Output131,072131.1K tokens
LicenseMuse Model LicenseSelf-hostable
Input Modalities
TextVisionAudioVideo
Function / Tool CallingSupported (MCP Ready)
Structured OutputsGuaranteed Schema

MODEL CONTEXT PROTOCOL (MCP) READINESS

✓ Muse Spark Open natively supports OpenAI / Anthropic format tool calling and is fully compatible with MCP servers and agent loops.

MCP Context Window Recommendations

With a context capacity of 1,048,576 tokens, this model can handle extremely large MCP resource manifests, complete database schemas, and multiple active server tool definitions simultaneously without degradation.

STANDARDIZED BENCHMARKS & EVALS

Artificial Analysis Intelligence Indexindex score
39
JobBenchUnit not reported
61.8
MCP AtlasUnit not reported
89.2
GDPval-AAElo
1401
OSWorld-VerifiedUnit not reported
80.4
Toolathlon-VerifiedUnit not reported
72.8
HLE-DiamondUnit not reported
26.1
AA-OmniscienceUnit not reported
25
SciCodeUnit not reported
58.5
Humanity's Last ExamUnit not reported
61
GPQA DiamondUnit not reported
89
DeepSWEUnit not reported
60
SWE-Atlas Codebase QnAUnit not reported
58
Terminal-BenchUnit not reported
76.4
ZeroBenchUnit not reported
50
BabyVisionUnit not reported
80.2
SimpleVQAUnit not reported
73.6
WorldVQAUnit not reported
49.4
IntPhys2Unit not reported
68.3
Video-MMEUnit not reported
61.5

API CALL INVOCATION EXAMPLE

// Example: Calling Muse Spark Open via OpenAI SDK
import OpenAI from "openai";

const client = new OpenAI({
  apiKey: process.env.META_API_KEY,
});

const response = await client.chat.completions.create({
  model: "meta/muse-spark-open",
  messages: [{ role: "user", content: "Hello! Can you inspect MCP tools?" }],
});

console.log(response.choices[0].message.content);

PRICING BY PROVIDER

15 providers
Fireworks AIaccounts/fireworks/models/muse-spark-open
$1.25 / $4.25$0.15 cache
NanoGPTmeta/muse-spark-open
$1.25 / $4.25$0.15 cache
Cloudflare AI Gatewaymeta/muse-spark-open
$1.25 / $4.25$0.15 cache
Venice AImuse-spark-open
$1.56 / $5.31$0.19 cache
Vercel AI Gatewaymeta/muse-spark-open
$1.25 / $4.25$0.15 cache
Eden AInebius/meta-models/muse-spark-open
$1.25 / $4.25$1.25 cache
Merge Gatewaymeta/muse-spark-open
$1.25 / $4.25$0.15 cache
Prime Inferencemeta/muse-spark-open
$1.25 / $4.25
Nebius Token Factorymeta-models/muse-spark-open
$1.25 / $4.25$1.25 cache
Together AImeta-models/Muse-Spark-Open-816B-A42B
$1.25 / $4.25$0.15 cache
Kilo Gatewaymeta/muse-spark-open
$1.25 / $4.25$0.15 cache
Requestymuse-spark-open
$1.25 / $4.25$0.15 cache
Ollama Cloudmuse-spark-open
$1.25 / $4.25$0.15 cache
Modalmeta-models/Muse-Spark-Open-816B-A42B
$1.25 / $4.25$0.15 cache
OpenRoutermeta/muse-spark-open
$1.25 / $4.25$0.15 cache

Rates in USD per 1M tokens. Rates synchronized from models.dev public catalog.

Prompt Caching Active

This model supports prompt caching at $0.15 / 1M tokens, saving up to 88% on repetitive MCP tool definitions and system instructions.