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Claude Opus 4.8 vs Muse Spark 1.1

At a glance
AnthropicClaude Opus 4.8

Anthropic's most capable Opus yet, built for long-horizon autonomous agents and frontier coding.

891M ctx$5.00/$25.00 per M#4/92
MetaMuse Spark 1.1

Meta's multimodal reasoning model built for agentic work and real-world coding.

1.0M ctx$1.25/$4.25 per M
AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
AnthropicClaude Opus 4.8
Reasoning
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·Provider·OpenRouter· as of 2026-07-10
Capability
CapabilityECI89.2
Reasoning & Knowledge
Graduate Science91.0%Expert-Level—Factual Recall39.5%
Math
Competition Math98.3%Research Math47.2%
Coding
Real-World Coding88.6%
Agentic
Terminal Tasks—Novel Reasoning72.1%
MetaMuse Spark 1.1
Reasoning
CodingInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:Provider·OpenRouter· as of 2026-07-16
Cheaper
Capability
Capability—
Reasoning & Knowledge
Graduate Science—Expert-Level52.2%Factual Recall—
Math
Competition Math—Research Math—
Coding
Real-World Coding—
Agentic
Terminal Tasks80.0%Novel Reasoning—
Specs
AnthropicClaude Opus 4.8
1M
Context
128K
Max output
May 2026
Released
MetaMuse Spark 1.1
1.0M
Context
16K
Max output
Jul 2026
Released
Capabilities
AnthropicClaude Opus 4.8
Vision
Audio
Reasoning
MetaMuse Spark 1.1
Vision
Audio
Reasoning
Pricing
AnthropicClaude Opus 4.8
Live pricing, shown before you run
Input$5.00/M tokens
Output$25.00/M tokens
Cache read$0.50/M tokens
Cache write$6.25/M tokens
Web search$0.01/search
MetaMuse Spark 1.1
Live pricing, shown before you run
Input$1.25/M tokens
Output$4.25/M tokens
Cache read$0.15/M tokens
Web search$0.003/search
Chat with Claude Opus 4.8Go to model
Chat with Muse Spark 1.1Go to model
Frequently Asked Questions: Claude Opus 4.8 vs Muse Spark 1.1▼

Which is better, Claude Opus 4.8 or Muse Spark 1.1?

▼

Both Claude Opus 4.8 and Muse Spark 1.1 are capable AI models. The best choice depends on your specific use case: consider pricing, context window, speed, and which capabilities (vision, reasoning, audio) you need.

Which is cheaper, Claude Opus 4.8 or Muse Spark 1.1?

▼

Muse Spark 1.1 has a lower blended cost. Claude Opus 4.8: $5.00 input / $25.00 output. Muse Spark 1.1: $1.25 input / $4.25 output.

Which has a larger context window, Claude Opus 4.8 or Muse Spark 1.1?

▼

Muse Spark 1.1 has a larger context window: Claude Opus 4.8 supports 1M tokens vs Muse Spark 1.1 at 1M tokens.

Do both Claude Opus 4.8 and Muse Spark 1.1 support vision?

▼

Yes, both Claude Opus 4.8 and Muse Spark 1.1 support vision/image input.

What are the key differences between Claude Opus 4.8 and Muse Spark 1.1?

▼

Key differences: Muse Spark 1.1 is significantly cheaper. Compare full specs on this page.

Which model should I choose for my use case?

▼

If cost is your priority, choose the cheaper option. If you need the highest intelligence for complex tasks, pick the higher-scoring model. For long documents or codebases, choose the larger context window. You can try both Claude Opus 4.8 and Muse Spark 1.1 for free on idapt.app to see which performs better for your specific needs.

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