API cost decision in 10 seconds

Nemotron 3 Super (free) vs Gemini 3.1 Pro Preview Custom Tools

Pick Nemotron 3 Super (free) for lower cost; pick Gemini 3.1 Pro Preview Custom Tools only if the larger context window matters more.

Pricing data updated:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Nemotron 3 Super (free) for lower cost; pick Gemini 3.1 Pro Preview Custom Tools only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Nemotron 3 Super (free) is estimated at $0 vs $8 for Gemini 3.1 Pro Preview Custom Tools, saving $8 (100% lower).

Cost-first pickNemotron 3 Super (free)
Context-first pickGemini 3.1 Pro Preview Custom Tools
Sample savings$8100%
10x traffic gap$80

Gemini 3.1 Pro Preview Custom Tools has more context, but Nemotron 3 Super (free) saves $8 on the standard workload. At 10x that traffic, the same price gap is about $80. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Nemotron 3 Super (free) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickNemotron 3 Super (free)Gemini 3.1 Pro Preview Custom Tools
Input-heavy / RAG5M input + 500K outputNemotron 3 Super (free)$0$16
Balanced workload1M input + 1M outputNemotron 3 Super (free)$0$14
Output-heavy chatbot1M input + 5M outputNemotron 3 Super (free)$0$62
Cheaper input Nemotron 3 Super (free) $0 vs $2 / 1M

Nemotron 3 Super (free) is free for input tokens while Gemini 3.1 Pro Preview Custom Tools costs $2 per 1M tokens.

Cheaper output Nemotron 3 Super (free) $0 vs $12 / 1M

Nemotron 3 Super (free) is free for output tokens while Gemini 3.1 Pro Preview Custom Tools costs $12 per 1M tokens.

Larger context Gemini 3.1 Pro Preview Custom Tools 1M vs 1.05M

Gemini 3.1 Pro Preview Custom Tools has 48.76K more context (1.05x larger).

Sample workload Nemotron 3 Super (free) $0 vs $8

Nemotron 3 Super (free) is free for the standard workload while the other model is estimated at $8.

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Nemotron 3 Super (free) Calculating… Estimated API cost
Gemini 3.1 Pro Preview Custom Tools Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

Nemotron 3 Super (free) has the lower input price; Nemotron 3 Super (free) has the lower output price; Gemini 3.1 Pro Preview Custom Tools offers the larger context window. For the 1M input plus 500K output sample, Nemotron 3 Super (free) is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0 for Nemotron 3 Super (free) and $8 for Gemini 3.1 Pro Preview Custom Tools.

Best Fit

Choose Nemotron 3 Super (free) when you care most about lower input-token price, and lower output-token price.

Choose Gemini 3.1 Pro Preview Custom Tools when you care most about larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, Nemotron 3 Super (free) is estimated at $0 vs $8 for Gemini 3.1 Pro Preview Custom Tools, saving $8 (100% lower).
  • Nemotron 3 Super (free) is free for the standard workload while the other model is estimated at $8.
  • Nemotron 3 Super (free) is free for input tokens while Gemini 3.1 Pro Preview Custom Tools costs $2 per 1M tokens.
  • Nemotron 3 Super (free) is free for output tokens while Gemini 3.1 Pro Preview Custom Tools costs $12 per 1M tokens.
  • Gemini 3.1 Pro Preview Custom Tools has 48.76K more context (1.05x larger).
Head-to-Head Specs
FeatureNemotron 3 Super (free)
(NVIDIA)
Gemini 3.1 Pro Preview Custom Tools
(Google)
Input Price
prompt tokens per 1M
$0$2
Completion Price
per 1M tokens
$0$12
Sample Workload Cost
1M input + 500K output
$0$8
Context Window1M1.05M
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionNemotron 3 Super (free)On the standard 1M input plus 500K output workload, Nemotron 3 Super (free) is estimated at $0 vs $8 for Gemini 3.1 Pro Preview Custom Tools, saving $8 (100% lower).
High-volume input processingNemotron 3 Super (free)Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsNemotron 3 Super (free)Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGemini 3.1 Pro Preview Custom ToolsA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Gemma 4 26B A4B (free) can replace Gemini 3.1 Pro Preview Custom Tools when lower sample workload cost matters most: $0.
  • Gemma 4 31B (free) can replace Gemini 3.1 Pro Preview Custom Tools when lower sample workload cost matters most: $0.
  • Lyria 3 Pro Preview can replace Gemini 3.1 Pro Preview Custom Tools when lower sample workload cost matters most: $0.
  • Lyria 3 Clip Preview can replace Gemini 3.1 Pro Preview Custom Tools when lower sample workload cost matters most: $0.
Larger context near this budget
  • Llama 4 Scout offers 10M context with $0.23 sample workload cost.
  • Grok 4.20 Multi-Agent offers 2M context with $5 sample workload cost.
  • Grok 4.20 offers 2M context with $2.5 sample workload cost.
  • GPT-5.4 offers 1.05M context with $10 sample workload cost.
Popular competitors
  • No popular competitor is currently available.

Cheaper alternatives

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Larger context alternatives

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Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

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NVIDIA catalog

Review all tracked NVIDIA models before deciding whether this matchup is the right shortlist.

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Google catalog

Check other Google models with comparable pricing, context, or release timing.

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NVIDIA Nemotron 3 Super is a 120B-parameter open hybrid MoE model, activating just 12B parameters for maximum compute efficiency and accuracy in complex multi-agent applications. Built on a hybrid Mamba-Transformer...

Gemini 3.1 Pro Preview Custom Tools

Gemini 3.1 Pro Preview Custom Tools is a variant of Gemini 3.1 Pro that improves tool selection behavior by preventing overuse of a general bash tool when more efficient third-party...