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Side by side

GPT-6 Astra Pro vs Fugu Ultra v2

Source: OpenRouter (live)

Live figures

The numbers

Best value in each row is highlighted. "Not declared" means the provider does not advertise the feature on its listing.

Side-by-side comparison of OpenAI: GPT-6 Astra Pro, Sakana: Fugu Ultra v2
Attribute
OpenAIGPT-6 Astra Proopenai/gpt-6-astra-pro
SakanaFugu Ultra v2sakana/fugu-ultra-v2
Input priceUSD per 1M tokens$10.00$5.00 (best)
Output priceUSD per 1M tokens$50.00$30.00 (best)
Blended price75% in / 25% out$20.00$11.25 (best)
Vs. market median22.2× dearer12.5× dearer
Value rankcheapest = 1#415#408 (best)
Context windowtokens1.1M (best)1M
Max outputtokens128K128K
Input modalitiesfile, image, texttext, image, file
Output modalitiestexttext
Tool callingDeclaredDeclared
ReasoningDeclaredDeclared
Structured outputDeclaredDeclared
Listed on OpenRouter2026-09-042026-09-11 (best)

Blended price assumes a 3:1 input-to-output token mix. Median is across all 429 priced models.

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Cost calculator

At your volume

Estimate the monthly bill for these models at your own token volumes.

Monthly spend: GPT-6 Astra Pro vs Fugu Ultra v2
ModelInputOutputMonthlyYearlyvs cheapest
Sakana: Fugu Ultra v2

Sakana · $5.00 in / $30.00 out per M

$250$450$700$8,400Cheapest
OpenAI: GPT-6 Astra Pro

OpenAI · $10.00 in / $50.00 out per M

$500$750$1,250$15,000+$550 (1.8×)

Estimates use list prices per million tokens from live provider listings. Cached-input, batch and volume discounts are not included, so real bills are often lower.

Read-out

What the numbers say

  • Sakana: Fugu Ultra v2 is the cheapest here at $11.25/M blended; OpenAI: GPT-6 Astra Pro costs 1.8× as much.
  • OpenAI: GPT-6 Astra Pro offers the largest context window (1.1M tokens) versus 1M for Sakana: Fugu Ultra v2.

Models

Model pages

Full pricing history, capabilities and alternatives for each model in this comparison.

  1. $20.00

    /M blended

  2. $11.25

    /M blended

More comparisons

Other head-to-heads

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