Models / Google/ Nano Banana 2 (Gemini 3.1 Flash Image Preview)

Nano Banana 2 (Gemini 3.1 Flash Image Preview)

Google · released Feb 26, 2026

Input: text and images. Output: text and images.InputOutput
Type
Closed
Input
$0.50
Output
$3.00
Cached
None held

List price · per 1M tokens · Google AI Studio at 66K context · source ↗

Our take

Written Sep 1, 2026

Nano Banana 2 is Google's proprietary image-generation and image-editing model, accessed through text and image prompts. It can handle up to 131,072 tokens in a single request for complex multimodal instructions, though no quality benchmarks have been measured yet.

Who should pick it

Choose this when you need one model that both generates or edits images and writes explanatory text, or for long-form multimodal workflows needing substantial instruction context. Pick Google AI Studio if throughput matters, as it is the only provider disclosing speed. Skip it if you need measured quality scores, open weights, or verified speed from every provider you might use.

The case for it

  • 131,072-token request limit gives substantial room for complex image-editing instructions.
  • Same pricing across all three access points, so provider choice does not change cost.
  • Google AI Studio discloses 146 tokens per second; the other two providers do not.

The case against it

  • No benchmark scores in our data, so quality is unverified.
  • Output costs six times more than input, a steep ratio for image-heavy workloads.
  • Throughput is unverified for two of the three providers.
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How good is it?

We hold no score for this model.

So there is no figure here for everyday use, coding, agent work or writing. That is a gap in our data, not a low score.

Where these scores come from →

01

Where to rent it

Prices checked between 2 hours and 2 months ago — each listing carries its own date.

Cheapest published offer

Google Vertex AI, through OpenRouter

Why this differs from the header. The strip above quotes Google AI Studio's own list price; this is the cheapest live offer, whoever is serving it — a reseller undercutting a lab is ordinary commerce, not an error.

per 1M tokens
$0.50 in / $3.00 out
Context served
131K
Throughput
Not measured
Current provider offers with price, context and prompt-privacy answers
ProviderIn / out per 1M tokensContextThroughputTrains on promptsLogs promptsZero retention
OpenRouterOpenRouter's own listing$0.50 / $3.00checked 2 hours ago66Knot measuredUnknownUnknownUnknown
Google Vertex AIglobalThrough OpenRouter$0.50 / $3.00checked 2 months ago131Knot measuredNoNoUnknown
Google AI StudioThrough OpenRouter$0.50 / $3.00checked 2 months ago66Knot measuredNoYes55 daysUnknown

Across the 3 listings we hold: 2 say they do not train on prompts, 0 say they do and 1 does not say. 0 appear in the zero-retention registry we check; the rest are unknown to us.

What each host's API supports

From the parameter list each endpoint publishes. Streaming is omitted: nothing we hold reports it, for any model.

API features per host
ProviderTool callingJSON outputStrict schema
OpenRouterOpenRouter's own listing✗✓✓
Google Vertex AIglobalThrough OpenRouter
Google AI StudioThrough OpenRouter✗✓✓

Tool calling: 0 of 3 listings say yes, 2 say no, 1 publishes no parameter list. JSON output: 2 of 3 listings say yes, 1 publishes no parameter list. Strict schema: 2 of 3 listings say yes, 1 publishes no parameter list.

02

When we formed this view

Recent changes

Jul 26, 2026ListedListed on LLMap
What movedfirst indexed by our pipeline
Feb 26, 2026AnnouncedNano Banana 2 (Gemini 3.1 Flash Image Preview) announced by Google

Each date is the day we first saw the change, or the day the maker announced it.

What we do not know about this model yet

  • No independent board has scored it, so we hold no quality figures at all.
  • 1 of 3 listings publishes no parameter list, so what its API accepts is unknown to us.
  • Nothing we hold says whether an endpoint streams, so we do not show it either way.
  • 1 of 3 listings does not say whether it trains on prompts.
  • We hold no cached-input rate for any of its listings.
  • We hold no batch or off-peak rate for any of its listings.
03

Licence and identifiers

What the licence allowsWe hold no licence record for this model. Inside are the identifiers you need to pull it — its Hugging Face repo where we have one, our slug and a machine-readable card.

Licence

We hold no licence record for this model, and no record of published weights either — so we can neither summarise its terms nor point you at the weights.

Identifiers

Takes in, gives back
Text and images in, text and images out
Catalogue slug
google-nano-banana-2-gemini-3-1-flash-image-preview

Machine-readable model card (omc.json) →

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