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Gemini 3.1 Pro Preview vs Nano Banana 2 (Gemini 3.1 Flash Image Preview)

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Gemini 3.1 Pro Preview and Nano Banana 2 (Gemini 3.1 Flash Image Preview).

Google

Gemini 3.1 Pro Preview

Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage across complex workflows. Building on the multimodal foundation...

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Google

Nano Banana 2 (Gemini 3.1 Flash Image Preview)

Gemini 3.1 Flash Image Preview, a.k.a. "Nano Banana 2," is Google’s latest state of the art image generation and editing model, delivering Pro-level visual quality at Flash speed. It combines...

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Technical Specifications

SpecificationGemini 3.1 Pro PreviewNano Banana 2 (Gemini 3.1 Flash Image Preview)
ProviderGoogleGoogle
Context Window1,048,576 tokens131,072 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-02-192026-02-26

API Pricing Comparison

Input Price per Million Tokens

Gemini 3.1 Pro Preview

$2.00

Nano Banana 2 (Gemini 3.1 Flash Image Preview)

$0.50

Output Price per Million Tokens

Gemini 3.1 Pro Preview

$12.00

Nano Banana 2 (Gemini 3.1 Flash Image Preview)

$3.00

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

Gemini 3.1 Pro Preview Quirks & Gotchas

No developer gotchas reported.

Nano Banana 2 (Gemini 3.1 Flash Image Preview) Quirks & Gotchas

No developer gotchas reported.