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Pareto vs Nemotron 3 Ultra

At a glance

Unbiased's multimodal composite model for research, coding, and agentic workflows.

262K ctx$2.50/$7.50 per M

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

203K ctx$0.60/$2.40 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
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Reasoning & Knowledge
Graduate Science—
Math
Competition Math—
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Cheaper72%
Reasoning & Knowledge
Graduate Science85.4%
Math
Competition Math86.7%
Specs
262K
Context
131K
Max output
Sep 2026
Released
203K
Context
101K
Max output
Jun 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$2.50/M tokens
Output$7.50/M tokens
Cache read$0.25/M tokens
Live pricing, shown before you run
Input76%$0.60/M tokens
Output68%$2.40/M tokens
Cache read52%$0.12/M tokens
Chat with ParetoGo to model
Chat with Nemotron 3 UltraGo to model
Frequently Asked Questions: Pareto vs Nemotron 3 Ultra▼

Which is better, Pareto or Nemotron 3 Ultra?

▼

Both Pareto and Nemotron 3 Ultra 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, Pareto or Nemotron 3 Ultra?

▼

Nemotron 3 Ultra has a lower blended cost. Pareto: $2.50 input / $7.50 output. Nemotron 3 Ultra: $0.60 input / $2.40 output.

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

▼

Pareto has a larger context window: Pareto supports 262K tokens vs Nemotron 3 Ultra at 203K tokens.

Do both Pareto and Nemotron 3 Ultra support vision?

▼

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

What are the key differences between Pareto and Nemotron 3 Ultra?

▼

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

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