LLM Reference
Replicate API

Gemini 3.1 Pro Preview on Replicate API

Gemini 3.1 · Google DeepMind

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Last refreshed 2026-06-19. Next refresh: weekly.

Why use Gemini 3.1 Pro Preview on Replicate API?

Replicate API offers Gemini 3.1 Pro Preview with pay-as-you-go pricing at $2.00/1M input tokens. Replicate is a cloud-based platform that enables users to run machine learning models easily and efficiently.

Compare Gemini 3.1 Pro Preview across 5 providers to find the best fit for your use case
Input / 1M
$2.00
Output / 1M
$12.00
Cache
Not sourced
Batch
Not sourced

Setup recipe

Python + curl
Install
pip install replicate
Auth
export REPLICATE_API_TOKEN=...
Call
import replicate
output = replicate.run(
    "gemini-3.1-pro-preview",
    input={"prompt": "Hello"}
Model ID
gemini-3.1-pro-preview

Request example

import replicate

# reads REPLICATE_API_TOKEN from env
# gemini-3.1-pro-preview format: "owner/model-name" (latest version) or "owner/model-name:version-hash"
output = replicate.run(
    "gemini-3.1-pro-preview",
    input={"prompt": "Hello"}
)
# Output is a list or generator depending on the model
print("".join(output))

Gotchas

  • Replicate uses "owner/model-name" format (e.g. "meta/meta-llama-3-8b-instruct") for the latest version, or "owner/model-name:version-sha" to pin to a specific version. The REST endpoint splits owner and model-name into the path: /v1/models/{owner}/{model-name}/predictions.
  • The examples expect REPLICATE_API_TOKEN; rename it only if your application config maps the new variable.

Compare Gemini 3.1 Pro Preview Across Providers

ProviderInput (per 1M)Output (per 1M)
Google AI Studio$2.00$12.00
GCP Vertex AI$2.00$12.00
OpenRouter$2.00$12.00
Replicate API$2.00$12.00
Vercel AI Gateway$2.00$12.00

Pricing

TypePrice (per 1M)
Input tokens$2.00
Output tokens$12.00

Capabilities

VisionMultimodalJSON / Tool useStructured OutputsCode Execution

About Gemini 3.1 Pro Preview

Google: Gemini 3.1 Pro Preview available via OpenRouter. Pricing: $2/1M input, $12/1M output.

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