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GPT-5 Mini 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 GPT-5 Mini and Nano Banana 2 (Gemini 3.1 Flash Image Preview).

OpenAI

GPT-5 Mini

GPT-5 Mini is a compact version of GPT-5, designed to handle lighter-weight reasoning tasks. It provides the same instruction-following and safety-tuning benefits as GPT-5, but with reduced latency and cost....

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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

SpecificationGPT-5 MiniNano Banana 2 (Gemini 3.1 Flash Image Preview)
ProviderOpenAIGoogle
Context Window400,000 tokens131,072 tokens
Agent Suitability85/100N/A
Time to First Token (TTFT)180 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-08-072026-02-26

API Pricing Comparison

Input Price per Million Tokens

GPT-5 Mini

$0.25

Nano Banana 2 (Gemini 3.1 Flash Image Preview)

$0.50

Output Price per Million Tokens

GPT-5 Mini

$2.00

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.

MMLUGeneral knowledge & multi-task understanding
8650.0%vsN/A
GPT-5 Mini
Nano Banana 2 (Gemini 3.1 Flash Image Preview)
HumanEvalPython coding & logic synthesis
8800.0%vsN/A
GPT-5 Mini
Nano Banana 2 (Gemini 3.1 Flash Image Preview)
MATHComplex mathematical problem solving
8250.0%vsN/A
GPT-5 Mini
Nano Banana 2 (Gemini 3.1 Flash Image Preview)
GPQAGraduate-level expert reasoning
6800.0%vsN/A
GPT-5 Mini
Nano Banana 2 (Gemini 3.1 Flash Image Preview)
HellaSwagCommonsense reasoning and inference
9550.0%vsN/A
GPT-5 Mini
Nano Banana 2 (Gemini 3.1 Flash Image Preview)
MT-BenchMulti-turn conversation flow quality
900.0%vsN/A
GPT-5 Mini
Nano Banana 2 (Gemini 3.1 Flash Image Preview)

GPT-5 Mini Quirks & Gotchas

  • Excellent for high-frequency classification and routing tasks
  • Tool calling reliability drops on complex multi-step chains — use GPT-5 for agentic workflows

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

No developer gotchas reported.