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Claude Sonnet 4 vs Muse Spark 1.1

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Claude Sonnet 4 and Muse Spark 1.1.

Anthropic

Claude Sonnet 4

Claude Sonnet 4 significantly enhances the capabilities of its predecessor, Sonnet 3.7, excelling in both coding and reasoning tasks with improved precision and controllability. Achieving state-of-the-art performance on SWE-bench (72.7%),...

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Meta

Muse Spark 1.1

Muse Spark 1.1 is a multimodal reasoning model from Meta, built for agentic tasks. It accepts text, images, video, audio, and PDF documents and returns text, with a 1M-token context...

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Technical Specifications

SpecificationClaude Sonnet 4Muse Spark 1.1
ProviderAnthropicMeta
Context Window1,000,000 tokens1,048,576 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetabeta
API AvailableYesYes
Released Date2025-05-222026-07-16

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4

$3.00

Muse Spark 1.1

$1.25

Output Price per Million Tokens

Claude Sonnet 4

$15.00

Muse Spark 1.1

$4.25

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
8800.0%vsN/A
Claude Sonnet 4
Muse Spark 1.1
HumanEvalPython coding & logic synthesis
9150.0%vsN/A
Claude Sonnet 4
Muse Spark 1.1
MATHComplex mathematical problem solving
7880.0%vsN/A
Claude Sonnet 4
Muse Spark 1.1
GPQAGraduate-level expert reasoning
6050.0%vsN/A
Claude Sonnet 4
Muse Spark 1.1
HellaSwagCommonsense reasoning and inference
9500.0%vsN/A
Claude Sonnet 4
Muse Spark 1.1
MT-BenchMulti-turn conversation flow quality
920.0%vsN/A
Claude Sonnet 4
Muse Spark 1.1

Claude Sonnet 4 Quirks & Gotchas

No developer gotchas reported.

Muse Spark 1.1 Quirks & Gotchas

No developer gotchas reported.