Nano Banana (Gemini 2.5 Flash Image) on GCP Vertex AI

Gemini 2.5 · Google DeepMind

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Last refreshed 2026-06-15. Next refresh: weekly.

Why use Nano Banana (Gemini 2.5 Flash Image) on GCP Vertex AI?

GCP Vertex AI offers Nano Banana (Gemini 2.5 Flash Image) with pay-as-you-go pricing at $0.30/1M input tokens. Vertex AI is Google Cloud's managed AI platform, offering access to Gemini models and hundreds of partner models alongside tools for fine-tuning, grounding, vector search, and end-to-end MLOps pipelines.

Compare Nano Banana (Gemini 2.5 Flash Image) across 4 providers to find the best fit for your use case
Input / 1M
$0.30
Output / 1M
$30.00
Cache
Not sourced
Batch
Not sourced

Setup recipe

Python + curl
Install
pip install google-cloud-aiplatform
Auth
export GOOGLE_CLOUD_PROJECT=...
Call
import os
import vertexai
from vertexai.generative_models import GenerativeModel
vertexai.init(project=os.environ["GOOGLE_CLOUD_PROJECT"], location="us-central1")
Model ID
gemini-2.5-flash-image

Request example

import os
import vertexai
from vertexai.generative_models import GenerativeModel

# Reads GOOGLE_CLOUD_PROJECT from env; authenticates via Application Default Credentials
vertexai.init(project=os.environ["GOOGLE_CLOUD_PROJECT"], location="us-central1")
model = GenerativeModel("gemini-2.5-flash-image")
response = model.generate_content("Hello")
print(response.text)

Gotchas

  • For Google-published models use the model name directly, e.g. "gemini-2.0-flash-001". For third-party publishers (Anthropic, Meta, etc.) use the full publisher path, e.g. "publishers/anthropic/models/claude-3-5-sonnet-v2@20241022".
  • The examples expect GOOGLE_CLOUD_PROJECT; rename it only if your application config maps the new variable.

Compare Nano Banana (Gemini 2.5 Flash Image) Across Providers

ProviderInput (per 1M)Output (per 1M)
Google AI Studio$0.30$30.00
GCP Vertex AI$0.30$30.00
OpenRouter$0.30$2.50
Vercel AI Gateway$0.30$2.50

Pricing

TypePrice (per 1M)
Input tokens$0.30
Output tokens$30.00

Capabilities

No model capability flags are currently sourced.

About Nano Banana (Gemini 2.5 Flash Image)

Google: Nano Banana (Gemini 2.5 Flash Image) available via OpenRouter. Pricing: $0.3/1M input, $2.5/1M output.

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