API cost decision in 10 seconds

NewSolar Mini 4 vs Fugu Ultra v2

Pick Solar Mini 4 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 Solar Mini 4 for lower cost; pick Fugu Ultra v2 only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Solar Mini 4 is estimated at $0.15 vs $20 for Fugu Ultra v2, saving $19.85 (99.2% lower).

Cost-first pickSolar Mini 4
Context-first pickFugu Ultra v2
Sample savings$19.8599.2%
10x traffic gap$198.5

Fugu Ultra v2 has more context, but Solar Mini 4 saves $19.85 on the standard workload. At 10x that traffic, the same price gap is about $198.5. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Solar Mini 4 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickSolar Mini 4Fugu Ultra v2
Input-heavy / RAG5M input + 500K outputSolar Mini 4$0.35$40
Balanced workload1M input + 1M outputSolar Mini 4$0.25$35
Output-heavy chatbot1M input + 5M outputSolar Mini 4$1.05$155
Cheaper input Solar Mini 4 $0.05 vs $5 / 1M

Solar Mini 4 is $4.95 cheaper per 1M input tokens (99% lower; 100x difference).

Cheaper output Solar Mini 4 $0.2 vs $30 / 1M

Solar Mini 4 is $29.8 cheaper per 1M output tokens (99.3% lower; 150x difference).

Larger context Fugu Ultra v2 524.29K vs 1M

Fugu Ultra v2 has 475.71K more context (1.91x larger).

Sample workload Solar Mini 4 $0.15 vs $20

Solar Mini 4 is $19.85 cheaper on the standard workload (99.2% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Solar Mini 4 Calculating… Estimated API cost
Fugu Ultra v2 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

Solar Mini 4 has the lower input price; Solar Mini 4 has the lower output price; Fugu Ultra v2 offers the larger context window. For the 1M input plus 500K output sample, Solar Mini 4 is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.15 for Solar Mini 4 and $20 for Fugu Ultra v2.

Best Fit

Choose Solar Mini 4 when you care most about lower input-token price, and lower output-token price.

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

Decision Notes
  • On the standard 1M input plus 500K output workload, Solar Mini 4 is estimated at $0.15 vs $20 for Fugu Ultra v2, saving $19.85 (99.2% lower).
  • Solar Mini 4 is $19.85 cheaper on the standard workload (99.2% lower).
  • Solar Mini 4 is $4.95 cheaper per 1M input tokens (99% lower; 100x difference).
  • Solar Mini 4 is $29.8 cheaper per 1M output tokens (99.3% lower; 150x difference).
  • Fugu Ultra v2 has 475.71K more context (1.91x larger).
Head-to-Head Specs
FeatureNewSolar Mini 4
(Upstage)
Fugu Ultra v2
(Sakana)
Input Price
prompt tokens per 1M
$0.05$5
Completion Price
per 1M tokens
$0.2$30
Sample Workload Cost
1M input + 500K output
$0.15$20
Context Window524.29K1M
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionSolar Mini 4On the standard 1M input plus 500K output workload, Solar Mini 4 is estimated at $0.15 vs $20 for Fugu Ultra v2, saving $19.85 (99.2% lower).
High-volume input processingSolar Mini 4Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsSolar Mini 4Lower 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.

Open provider hubs

Upstage catalog

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

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Sakana catalog

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

Open Sakana models
Solar Mini 4

Solar Mini 4 is Upstage's compact, cost-efficient language model, a 35B-parameter mixture-of-experts with 3B active parameters and a 524K context window. It is built for agentic use cases where response...

Fugu Ultra v2

Fugu Ultra v2 is the higher-performance model in Sakana AI's Fugu family. Rather than a single monolithic model, Fugu is a learned multi-agent orchestration system: a language model trained to...