AI model comparison

Gemini 2.0 Flash vs Fugu Ultra

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

Gemini 2.0 Flash from Google lists 1.05M context, 8.19K maximum output, $0.10 input per 1M tokens, $0.40 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

Gemini 2.0 Flash

Gemini 2.0 Flash from Google: Earlier Gemini Flash workhorse for responsive multimodal apps and tool use.

Context
1.05M
Max output
8.19K
Input / 1M tokens
$0.10
Output / 1M tokens
$0.40

Accepts

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

Produces

  • Text 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.

Gemini 2.0 Flash

  • Context capacity: 1.05M
  • Input price: $0.10
  • Output price: $0.40

Context capacity

Higher listed limit

Gemini 2.0 Flash:1.05M

Fugu Ultra:1M

Gemini 2.0 Flash

Input price

Lower listed token rate

Gemini 2.0 Flash:$0.10

Fugu Ultra:$5.00

Gemini 2.0 Flash

Output price

Lower listed token rate

Gemini 2.0 Flash:$0.40

Fugu Ultra:$30.00

Gemini 2.0 Flash

Specifications

Pricing, limits and capabilities

Specifications for Gemini 2.0 Flash and Fugu Ultra. Higher limits and lower prices describe these figures only.
SpecificationGemini 2.0 FlashFugu Ultra
ProviderGoogleSakana AI
Listed pricing routeGoogleSakana AI
Model familygemini-flashfugu
Accepted inputstext, image, audio, video, pdftext, image
Produced outputstexttext
Context window1.05MHigher1M
Max output8.19K—
Input price / 1M$0.10Lower$5.00
Output price / 1M$0.40Lower$30.00
Reasoning modeNot documentedDocumented
Tool callingDocumentedDocumented
Image inputDocumentedDocumented
Audio inputDocumentedNot documented
Structured outputDocumentedDocumented
LicenseProprietaryProprietary

Workload guidance

Which model should you choose?

Consider Gemini 2.0 Flash if you need larger context or a lower listed input rate 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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