API cost decision in 10 seconds

Aion-3.0-Mini vs Nemotron 3 Ultra

Pick Aion-3.0-Mini for lower cost; pick Nemotron 3 Ultra only if the larger context window matters more.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Aion-3.0-Mini for lower cost; pick Nemotron 3 Ultra only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Aion-3.0-Mini is estimated at $1.4 vs $2.4 for Nemotron 3 Ultra, saving $1 (41.7% lower).

Cost-first pickAion-3.0-Mini
Context-first pickNemotron 3 Ultra
Sample savings$141.7%
10x traffic gap$10

Nemotron 3 Ultra has more context, but Aion-3.0-Mini saves $1 on the standard workload. At 10x that traffic, the same price gap is about $10. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Aion-3.0-Mini stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickAion-3.0-MiniNemotron 3 Ultra
Input-heavy / RAG5M input + 500K outputAion-3.0-Mini$4.2$4.8
Balanced workload1M input + 1M outputAion-3.0-Mini$2.1$4.2
Output-heavy chatbot1M input + 5M outputAion-3.0-Mini$7.7$18.6
Cheaper input Nemotron 3 Ultra $0.7 vs $0.6 / 1M

Nemotron 3 Ultra is $0.1 cheaper per 1M input tokens (14.3% lower; 1.17x difference).

Cheaper output Aion-3.0-Mini $1.4 vs $3.6 / 1M

Aion-3.0-Mini is $2.2 cheaper per 1M output tokens (61.1% lower; 2.57x difference).

Larger context Nemotron 3 Ultra 131.07K vs 512.29K

Nemotron 3 Ultra has 381.22K more context (3.91x larger).

Sample workload Aion-3.0-Mini $1.4 vs $2.4

Aion-3.0-Mini is $1 cheaper on the standard workload (41.7% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Aion-3.0-Mini Calculating… Estimated API cost
Nemotron 3 Ultra 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 Ultra has the lower input price; Aion-3.0-Mini has the lower output price; Nemotron 3 Ultra offers the larger context window. For the 1M input plus 500K output sample, Aion-3.0-Mini is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $1.4 for Aion-3.0-Mini and $2.4 for Nemotron 3 Ultra.

Best Fit

Choose Aion-3.0-Mini when you care most about lower output-token price.

Choose Nemotron 3 Ultra when you care most about lower input-token price, and larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, Aion-3.0-Mini is estimated at $1.4 vs $2.4 for Nemotron 3 Ultra, saving $1 (41.7% lower).
  • Aion-3.0-Mini is $1 cheaper on the standard workload (41.7% lower).
  • Nemotron 3 Ultra is $0.1 cheaper per 1M input tokens (14.3% lower; 1.17x difference).
  • Aion-3.0-Mini is $2.2 cheaper per 1M output tokens (61.1% lower; 2.57x difference).
  • Nemotron 3 Ultra has 381.22K more context (3.91x larger).
Head-to-Head Specs
FeatureAion-3.0-Mini
(AionLabs)
Nemotron 3 Ultra
(NVIDIA)
Input Price
prompt tokens per 1M
$0.7$0.6
Completion Price
per 1M tokens
$1.4$3.6
Sample Workload Cost
1M input + 500K output
$1.4$2.4
Context Window131.07K512.29K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionAion-3.0-MiniOn the standard 1M input plus 500K output workload, Aion-3.0-Mini is estimated at $1.4 vs $2.4 for Nemotron 3 Ultra, saving $1 (41.7% lower).
High-volume input processingNemotron 3 UltraLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsAion-3.0-MiniLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workNemotron 3 UltraA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

Open cheapest models

Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

Open largest context models

Provider catalogs

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

Open provider hubs

AionLabs catalog

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

Open AionLabs models

NVIDIA catalog

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

Open NVIDIA models
Aion-3.0-Mini

Aion-3.0 Mini is a multi-model roleplaying and storytelling system from AionLabs, built on the DeepSeek family of models. It uses a collaborative generation process in which multiple specialized models each...

Nemotron 3 Ultra

NVIDIA Nemotron 3 Ultra is an open frontier-reasoning and orchestration model from NVIDIA, with 55B active parameters out of 550B total (MoE). Built on a hybrid Transformer-Mamba mixture-of-experts architecture, it...