API cost decision in 10 seconds

NewFugu Ultra v2 vs Aion-3.0-Mini

Pick Aion-3.0-Mini for lower cost; pick Fugu Ultra v2 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 Fugu Ultra v2 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 $20 for Fugu Ultra v2, saving $18.6 (93% lower).

Cost-first pickAion-3.0-Mini
Context-first pickFugu Ultra v2
Sample savings$18.693%
10x traffic gap$186

Fugu Ultra v2 has more context, but Aion-3.0-Mini saves $18.6 on the standard workload. At 10x that traffic, the same price gap is about $186. 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 pickFugu Ultra v2Aion-3.0-Mini
Input-heavy / RAG5M input + 500K outputAion-3.0-Mini$40$4.2
Balanced workload1M input + 1M outputAion-3.0-Mini$35$2.1
Output-heavy chatbot1M input + 5M outputAion-3.0-Mini$155$7.7
Cheaper input Aion-3.0-Mini $5 vs $0.7 / 1M

Aion-3.0-Mini is $4.3 cheaper per 1M input tokens (86% lower; 7.14x difference).

Cheaper output Aion-3.0-Mini $30 vs $1.4 / 1M

Aion-3.0-Mini is $28.6 cheaper per 1M output tokens (95.3% lower; 21.4x difference).

Larger context Fugu Ultra v2 1M vs 131.07K

Fugu Ultra v2 has 868.93K more context (7.63x larger).

Sample workload Aion-3.0-Mini $20 vs $1.4

Aion-3.0-Mini is $18.6 cheaper on the standard workload (93% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Fugu Ultra v2 Calculating… Estimated API cost
Aion-3.0-Mini 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

Aion-3.0-Mini has the lower input price; Aion-3.0-Mini has the lower output price; Fugu Ultra v2 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 $20 for Fugu Ultra v2 and $1.4 for Aion-3.0-Mini.

Best Fit

Choose Fugu Ultra v2 when you care most about larger context window.

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

Decision Notes
  • On the standard 1M input plus 500K output workload, Aion-3.0-Mini is estimated at $1.4 vs $20 for Fugu Ultra v2, saving $18.6 (93% lower).
  • Aion-3.0-Mini is $18.6 cheaper on the standard workload (93% lower).
  • Aion-3.0-Mini is $4.3 cheaper per 1M input tokens (86% lower; 7.14x difference).
  • Aion-3.0-Mini is $28.6 cheaper per 1M output tokens (95.3% lower; 21.4x difference).
  • Fugu Ultra v2 has 868.93K more context (7.63x larger).
Head-to-Head Specs
FeatureNewFugu Ultra v2
(Sakana)
Aion-3.0-Mini
(AionLabs)
Input Price
prompt tokens per 1M
$5$0.7
Completion Price
per 1M tokens
$30$1.4
Sample Workload Cost
1M input + 500K output
$20$1.4
Context Window1M131.07K
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 $20 for Fugu Ultra v2, saving $18.6 (93% lower).
High-volume input processingAion-3.0-MiniLower 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 workFugu Ultra v2A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Sakana Namazu can replace Fugu Ultra v2 when lower sample workload cost matters most: $2.95.
  • Fugu Max can replace Fugu Ultra v2 when lower sample workload cost matters most: $5.

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.

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Sakana catalog

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

Open Sakana models

AionLabs catalog

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

Open AionLabs models
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