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Inkling vs Muse Wonder

At a glance

Thinking Machines Lab's open-weight multimodal model with 41B active parameters out of 975B total.

524K ctx$1.00/$4.05 per M

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
Reasoning
Sources:Epoch AI·Provider·OpenRouter· as of 2026-10-02
Cheaper78%
Reasoning & Knowledge
Graduate Science87.2%Expert-Level29.7%Factual Recall43.9%
Math
Competition Math97.1%
Coding
Real-World Coding77.6%
Agentic
Terminal Tasks63.8%Novel Reasoning36.5%
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Reasoning & Knowledge
Graduate Science—Expert-Level—Factual Recall—
Math
Competition Math—
Coding
Real-World Coding—
Agentic
Terminal Tasks—Novel Reasoning—
Specs
524K
Context
256K
Max output
Jul 2026
Released
1.0M
Context
256K
Max output
Oct 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input75%$1.00/M tokens
Output80%$4.05/M tokens
Cache read15%$0.17/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 InklingGo to model
Chat with Muse WonderGo to model
Frequently Asked Questions: Inkling vs Muse Wonder▼

Which is better, Inkling or Muse Wonder?

▼

Both Inkling 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, Inkling or Muse Wonder?

▼

Inkling has a lower blended cost. Inkling: $1.00 input / $4.05 output. Muse Wonder: $4.00 input / $20.00 output.

Which has a larger context window, Inkling or Muse Wonder?

▼

Muse Wonder has a larger context window: Inkling supports 524K tokens vs Muse Wonder at 1M tokens.

Do both Inkling and Muse Wonder support vision?

▼

Yes, both Inkling and Muse Wonder support vision/image input.

What are the key differences between Inkling and Muse Wonder?

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Key differences: Inkling 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 Inkling and Muse Wonder for free on idapt.app to see which performs better for your specific needs.

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