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Gemini 3.1 Pro Preview vs GPT-5 Mini

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 GPT-5 Mini.

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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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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Technical Specifications

SpecificationGemini 3.1 Pro PreviewGPT-5 Mini
ProviderGoogleOpenAI
Context Window1,048,576 tokens400,000 tokens
Agent SuitabilityN/A85/100
Time to First Token (TTFT)N/A180 ms
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-02-192025-08-07

API Pricing Comparison

Input Price per Million Tokens

Gemini 3.1 Pro Preview

$2.00

GPT-5 Mini

$0.25

Output Price per Million Tokens

Gemini 3.1 Pro Preview

$12.00

GPT-5 Mini

$2.00

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
N/Avs8650.0%
Gemini 3.1 Pro Preview
GPT-5 Mini
HumanEvalPython coding & logic synthesis
N/Avs8800.0%
Gemini 3.1 Pro Preview
GPT-5 Mini
MATHComplex mathematical problem solving
N/Avs8250.0%
Gemini 3.1 Pro Preview
GPT-5 Mini
GPQAGraduate-level expert reasoning
N/Avs6800.0%
Gemini 3.1 Pro Preview
GPT-5 Mini
HellaSwagCommonsense reasoning and inference
N/Avs9550.0%
Gemini 3.1 Pro Preview
GPT-5 Mini
MT-BenchMulti-turn conversation flow quality
N/Avs900.0%
Gemini 3.1 Pro Preview
GPT-5 Mini

Gemini 3.1 Pro Preview Quirks & Gotchas

No developer gotchas reported.

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