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Claude Opus 4.8 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 Opus 4.8 and Muse Spark 1.1.

Anthropic

Claude Opus 4.8

Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token...

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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 Opus 4.8Muse Spark 1.1
ProviderAnthropicMeta
Context Window1,000,000 tokens1,048,576 tokens
Agent Suitability97/100N/A
Time to First Token (TTFT)520 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetabeta
API AvailableYesYes
Released Date2026-05-272026-07-16

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.8

$5.00

Muse Spark 1.1

$1.25

Output Price per Million Tokens

Claude Opus 4.8

$25.00

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
9540.0%vsN/A
Claude Opus 4.8
Muse Spark 1.1
HumanEvalPython coding & logic synthesis
9720.0%vsN/A
Claude Opus 4.8
Muse Spark 1.1
MATHComplex mathematical problem solving
9410.0%vsN/A
Claude Opus 4.8
Muse Spark 1.1
GPQAGraduate-level expert reasoning
8650.0%vsN/A
Claude Opus 4.8
Muse Spark 1.1
HellaSwagCommonsense reasoning and inference
9920.0%vsN/A
Claude Opus 4.8
Muse Spark 1.1
MT-BenchMulti-turn conversation flow quality
980.0%vsN/A
Claude Opus 4.8
Muse Spark 1.1

Claude Opus 4.8 Quirks & Gotchas

  • โ–ธBest-in-class for autonomous code repair and multi-agent orchestration
  • โ–ธPreview model โ€” API may introduce breaking changes without notice

Muse Spark 1.1 Quirks & Gotchas

No developer gotchas reported.