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Google: Nano Banana 2

google/gemini-3.1-flash-image
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High-efficiency production-scale image generation and editing, balancing speed with 4K generation, world knowledge and reliable text rendering. The generalist workhorse of the Nano Banana family.

ModalitiesTextImageVideoTextImage
In / out price$0.200 / $1.20 per 1M
Context—
ReleasedFeb 26, 2026
ProvidersPricingPerformanceAvailabilityAppsActivityFAQExplore

Providers

Where this model runs, and what each route costs. Requests are sent to a healthy provider automatically; if one errors, the gateway retries against another serving the same model.

ProviderInput /MOutput /MCache read /MLatencyThroughput
Google$0.200$1.20—9.98s—

Capabilities (14)

StreamingImage EditMulti Turn EditingInterleaved Text And ImageVideo To ImageReference ImagesCharacter ConsistencyThinkingSearch GroundingImage Search GroundingTool callingBatchSynthid WatermarkImage To Image

Supported parameters (8)

inputresponse_format.typeresponse_format.image_sizeresponse_format.aspect_ratioresponse_format.mime_typethinking_leveltoolsprevious_interaction_id

Any other parameter you send is ignored rather than rejected.

Pricing

What this model costs to run, next to the rate it is posted at. Caching and discounts mean the price actually paid is often below the listed one.

Effective input price
$0.200
/M tokens · listed $0.500
Effective output price
$1.20
/M tokens · listed $3.00
RateListedChargedUnit
Input$0.500$0.200per 1M tokens
Output$3.00$1.20per 1M tokens
UTC

Performance

Throughput is how fast the model writes (tokens per second — higher is better). Latency is total round-trip time (lower is better). TTFT is time-to-first-token — how long before you see anything appear (lower is better). Throughput and TTFT are measured on streaming requests, which are the only ones with a first-token moment to time.

Throughput
—tok/s
P50, streaming requests
Latency
9.98s
P50, end to end
UTC

Throughput

Not enough traffic yet
P99—
P95—
P50—

Latency

P509905ms
P7510.8s
P9513.1s
P9919.0s

Time to first token

Not enough traffic yet
P50—
P95—

Cache hit rate

0.00%
Share of input tokens served from the prompt cache over the window.

Availability

The share of requests to this model that completed successfully. When an upstream provider errors, the gateway retries against another provider serving the same model, so a single provider incident does not necessarily show up here.

Success rate (30d)
99.10%
over 267,607 requests
Days with traffic
31
of the last 30

Days are UTC days. Days with no requests are omitted rather than drawn at 100% — no traffic is not evidence of availability.

Apps

Public apps that send the most traffic to this model. Good signal for what real production workloads look like — and a hint at which use cases this model is best suited for.

No apps have identified themselves for this model yet. Clients can opt in by sending an X-Title header with their request.

Activity

Token volume and request traffic to this model over time. Daily totals, UTC.

Prompt106.2M
Completion385.1M

Prompt tokens measure input size. Reasoning tokens show internal thinking before a response. Completion tokens reflect total output length. Reasoning is not priced separately for this model, so it is not itemised here.

Frequently asked questions

What is Nano Banana 2?
High-efficiency production-scale image generation and editing, balancing speed with 4K generation, world knowledge and reliable text rendering. The generalist workhorse of the Nano Banana family.
How much does Nano Banana 2 cost?
Nano Banana 2 costs $0.500 per million input tokens and $3.00 per million output tokens. You pay per request, with no subscription.
What is the context length of Nano Banana 2?
The context window for Nano Banana 2 is not published.
Does Nano Banana 2 support tool calling and structured outputs?
Nano Banana 2 supports tool calling. Structured outputs are not listed among its capabilities.
What inputs and outputs does Nano Banana 2 support?
Nano Banana 2 accepts text, image, video as input and returns text, image.
What other models does Google have?
Google also offers Gemini 2.5 Flash, Gemini 2.5 Flash-Lite, Gemini 2.5 Flash TTS, Gemini 2.5 Pro through Oxyy.
When was Nano Banana 2 released?
Nano Banana 2 was released on Feb 26, 2026.

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