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GCP Vertex AI

Gemma 3n on GCP Vertex AI

Gemma 3 · Google DeepMind

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Last refreshed 2026-05-11. Next refresh: weekly.

Why use Gemma 3n on GCP Vertex AI?

GCP Vertex AI offers Gemma 3n with free input token pricing. 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 Gemma 3n across 2 providers to find the best fit for your use case
Input / 1M
Free
Output / 1M
Free
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
gemma-3n

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("gemma-3n")
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 Gemma 3n Across Providers

ProviderInput (per 1M)Output (per 1M)
Google AI StudioFreeFree
GCP Vertex AIFreeFree

Pricing

TypePrice (per 1M)
Input tokensFree
Output tokensFree

Capabilities

Structured Outputs

About Gemma 3n

Open model variant of Gemma 3 optimized for efficient performance on everyday devices like mobile phones, laptops, and tablets. Built on Gemini technology.

FAQ

What does Gemma 3n cost on GCP Vertex AI?

On GCP Vertex AI, Gemma 3n costs $0 per 1M input tokens and $0 per 1M output tokens.

How does GCP Vertex AI compare to other Gemma 3n providers?

Gemma 3n is available from 2 providers. The cheapest input pricing is $0/1M tokens from Google AI Studio.

Who created Gemma 3n?

Gemma 3n was created by Google DeepMind as part of the Gemma 3 model family.

Is Gemma 3n open source?

Gemma 3n is open source according to the seed data.

Get Started

Model Specs

Released2025-03-12
ArchitectureDecoder Only

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