Muse Spark 1.1

MetaMCP Tool CallReasoning
meta/muse-spark-1.1Closed API

Muse Spark is a natively multimodal reasoning model with support for tool-use, visual chain of thought, and multi-agent orchestration.

Benchmark Pricing$1.25 / 1M in$4.25 / 1M out$0.15 cache read
Context: 1,048,576 tokens•Max Output: 131,072 tokens•Released: 2026-04-08

TECHNICAL SPECIFICATIONS

Context Window1,048,5761M tokens
Max Output131,072131.1K tokens
LicenseProprietaryCloud API only
Input Modalities
TextVisionPDFVideo
Function / Tool CallingSupported (MCP Ready)
Structured OutputsGuaranteed Schema

MODEL CONTEXT PROTOCOL (MCP) READINESS

✓ Muse Spark 1.1 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

SWE-Bench Proresolve rate
61.5
Terminal-Benchsuccess rate
80
DeepSWEresolve rate
53.3
MCP Atlassuccess rate
88.1
JobBenchsuccess rate
54.7
Toolathlon-Verifiedsuccess rate
75.6
Humanity's Last Examaccuracy
62.1
OSWorld-Verifiedsuccess rate
80.8
Finance Agentaccuracy
57.2
CharXiv Reasoningaccuracy
88.4
BabyVisionaccuracy
76.3

API CALL INVOCATION EXAMPLE

// Example: Calling Muse Spark 1.1 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-1.1",
  messages: [{ role: "user", content: "Hello! Can you inspect MCP tools?" }],
});

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

PRICING BY PROVIDER

15 providers
Metamuse-spark-1.1
$1.25 / $4.25$0.15 cache
NanoGPTmeta/muse-spark-1.1
$1.25 / $4.25$0.15 cache
LLM Gatewaymeta/muse-spark-1.1
$1.25 / $4.25$0.15 cache
AI/ML APImeta/muse-spark-1.1
$1.72 / $5.85$0.21 cache
Cloudflare AI Gatewaymeta/muse-spark-1.1
$1.25 / $4.25$0.16 cache
AIHubMixmuse-spark-1.1
$1.38 / $4.67
Abacusmuse-spark-1.1
$1.25 / $4.25$0.15 cache
Vercel AI Gatewaymeta/muse-spark-1.1
$1.25 / $4.25$0.15 cache
Eden AImeta/muse-spark-1.1
$1.25 / $4.25$0.15 cache
Merge Gatewaymeta/muse-spark-1.1
$1.25 / $4.25$0.15 cache
Kilo Gatewaymeta/muse-spark-1.1
$1.25 / $4.25$0.15 cache
DevPass (LLM Gateway)muse-spark-1.1
$1.25 / $4.25$0.15 cache
Pioneermeta/muse-spark-1.1
$1.25 / $4.25$0.15 cache
CommandCodemeta/muse-spark-1.1
$1.25 / $4.25$0.15 cache
EmpirioLabs AImuse-spark-1-1
$1.25 / $4.25$1.00 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.

MODEL RESOURCES