AI model comparison

Nano Banana 2 vs Fugu Ultra

Compare pricing, context limits, supported inputs and deployment options to choose a model for your workflow.

Nano Banana 2 from Google lists 131.07K context, 32.77K maximum output, $0.50 input per 1M tokens, $60.00 output per 1M tokens. Fugu Ultra from Sakana AI lists 1M context, $5.00 input per 1M tokens, $30.00 output per 1M tokens. Compare the inputs, outputs and deployment options below to see which fits your workflow.

Side-by-sideCapabilities and practical differences

Google

Nano Banana 2

Nano Banana 2 from Google: Image model for prompt-driven generation, editing, and visual design workflows.

Context
131.07K
Max output
32.77K
Input / 1M tokens
$0.50
Output / 1M tokens
$60.00

Accepts

  • Text input
  • Image input
  • Video input
  • PDF input

Produces

  • Text output
  • Image output
VS

Sakana AI

Fugu Ultra

Fugu Ultra from Sakana AI: Quality-first multi-agent model for hard research, analysis, and competitions.

Context
1M
Input / 1M tokens
$5.00
Output / 1M tokens
$30.00

Accepts

  • Text input
  • Image input

Produces

  • Text output

At a glance

Key differences

Compare the available figures below, then try both models on the work you need to do.

Nano Banana 2

  • Input price: $0.50

Fugu Ultra

  • Context capacity: 1M
  • Output price: $30.00

Context capacity

Higher listed limit

Nano Banana 2:131.07K

Fugu Ultra:1M

Fugu Ultra

Input price

Lower listed token rate

Nano Banana 2:$0.50

Fugu Ultra:$5.00

Nano Banana 2

Output price

Lower listed token rate

Nano Banana 2:$60.00

Fugu Ultra:$30.00

Fugu Ultra

Specifications

Pricing, limits and capabilities

Specifications for Nano Banana 2 and Fugu Ultra. Higher limits and lower prices describe these figures only.
SpecificationNano Banana 2Fugu Ultra
ProviderGoogleSakana AI
Listed pricing routeGoogleSakana AI
Model familygemini-flashfugu
Accepted inputstext, image, video, pdftext, image
Produced outputstext, imagetext
Context window131.07K1MHigher
Max output32.77K—
Input price / 1M$0.50Lower$5.00
Output price / 1M$60.00$30.00Lower
Reasoning modeDocumentedDocumented
Tool callingNot documentedDocumented
Image inputDocumentedDocumented
Audio inputNot documentedNot documented
Structured outputNot documentedDocumented
LicenseProprietaryProprietary

Workload guidance

Which model should you choose?

Consider Nano Banana 2 if you need a lower listed input rate. Consider Fugu Ultra if you need larger context or a lower listed output rate. Test both on the same representative examples and judge the output against your acceptance criteria. Include tool failures, retries and the time to a completed task.

Documentation and model profiles

Explore each model’s features, API requirements and licence terms in the sources below.

Questions people ask

It brings together documented inputs and outputs, token limits, deployment terms and available pricing. When both models have source-linked, verified results on a shared benchmark, those results are shown with their individual sources. The comparison is a starting point for evaluating your own workload.

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