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Nemotron 3 Ultra vs Muse Wonder

At a glance

NVIDIA's open frontier reasoning model for orchestration, coding, and deep research.

203K ctx$0.60/$2.40 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
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Cheaper87%
Reasoning & Knowledge
Graduate Science85.4%
Math
Competition Math86.7%
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Reasoning & Knowledge
Graduate Science—
Math
Competition Math—
Specs
203K
Context
101K
Max output
Jun 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
Input85%$0.60/M tokens
Output88%$2.40/M tokens
Cache read40%$0.12/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 Nemotron 3 UltraGo to model
Chat with Muse WonderGo to model
Frequently Asked Questions: Nemotron 3 Ultra vs Muse Wonder▼

Which is better, Nemotron 3 Ultra or Muse Wonder?

▼

Both Nemotron 3 Ultra 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, Nemotron 3 Ultra or Muse Wonder?

▼

Nemotron 3 Ultra has a lower blended cost. Nemotron 3 Ultra: $0.60 input / $2.40 output. Muse Wonder: $4.00 input / $20.00 output.

Which has a larger context window, Nemotron 3 Ultra or Muse Wonder?

▼

Muse Wonder has a larger context window: Nemotron 3 Ultra supports 203K tokens vs Muse Wonder at 1M tokens.

Do both Nemotron 3 Ultra and Muse Wonder support vision?

▼

Muse Wonder supports vision/image input, but Nemotron 3 Ultra does not.

What are the key differences between Nemotron 3 Ultra and Muse Wonder?

▼

Key differences: Nemotron 3 Ultra is significantly cheaper; only Muse Wonder supports vision input. 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 Nemotron 3 Ultra and Muse Wonder for free on idapt.app to see which performs better for your specific needs.

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