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Llama 3.1 8B vs Muse Wonder

At a glance

Compact 8B model from Meta's Llama 3.1 series.

50131K ctx$0.05/$0.08 per M#76/92

Meta's frontier reasoning model for complex personal and professional agentic tasks.

1.0M ctx$4.00/$20.00 per M
Demos
All demos

No shared demos for these models yet.

AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-10-02
Cheaper99%
Capability
CapabilityECI50.3
Reasoning & Knowledge
Graduate Science27.0%
Math
Math Problems22.9%Competition Math1.7%
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Capability
Capability—
Reasoning & Knowledge
Graduate Science—
Math
Math Problems—Competition Math—
Specs
131K
Context
118K
Max output
Jul 2024
Released
1.0M
Context
256K
Max output
Oct 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input99%$0.05/M tokens
Output100%$0.08/M tokens
Cache read88%$0.02/M tokens
Live pricing, shown before you run
Input$4.00/M tokens
Output$20.00/M tokens
Cache read$0.20/M tokens
Web search$0.003/search
Chat with Llama 3.1 8BGo to model
Chat with Muse WonderGo to model
Frequently Asked Questions: Llama 3.1 8B vs Muse Wonder▼

Which is better, Llama 3.1 8B or Muse Wonder?

▼

Both Llama 3.1 8B and Muse Wonder 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, Llama 3.1 8B or Muse Wonder?

▼

Llama 3.1 8B has a lower blended cost. Llama 3.1 8B: $0.05 input / $0.08 output. Muse Wonder: $4.00 input / $20.00 output.

Which has a larger context window, Llama 3.1 8B or Muse Wonder?

▼

Muse Wonder has a larger context window: Llama 3.1 8B supports 131K tokens vs Muse Wonder at 1M tokens.

Do both Llama 3.1 8B and Muse Wonder support vision?

▼

Muse Wonder supports vision/image input, but Llama 3.1 8B does not.

What are the key differences between Llama 3.1 8B and Muse Wonder?

▼

Key differences: Llama 3.1 8B is significantly cheaper; only Muse Wonder supports vision input; only Muse Wonder offers extended reasoning mode. 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 Llama 3.1 8B and Muse Wonder for free on idapt.app to see which performs better for your specific needs.

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