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Gemini 3.1 Pro Preview vs Gemini 3.5 Flash

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 Gemini 3.5 Flash.

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

Gemini 3.5 Flash

Gemini 3.5 Flash is Google's high-efficiency multimodal model, bringing near-Pro level coding and reasoning at Flash-tier cost and speed. It is highly optimized for coding proficiency and parallel agentic execution...

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Technical Specifications

SpecificationGemini 3.1 Pro PreviewGemini 3.5 Flash
ProviderGoogleGoogle
Context Window1,048,576 tokens1,048,576 tokens
Agent SuitabilityN/A88/100
Time to First Token (TTFT)N/A200 ms
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-02-192026-05-19

API Pricing Comparison

Input Price per Million Tokens

Gemini 3.1 Pro Preview

$2.00

Gemini 3.5 Flash

$1.50

Output Price per Million Tokens

Gemini 3.1 Pro Preview

$12.00

Gemini 3.5 Flash

$9.00

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/Avs9050.0%
Gemini 3.1 Pro Preview
Gemini 3.5 Flash
HumanEvalPython coding & logic synthesis
N/Avs9210.0%
Gemini 3.1 Pro Preview
Gemini 3.5 Flash
MATHComplex mathematical problem solving
N/Avs8500.0%
Gemini 3.1 Pro Preview
Gemini 3.5 Flash
GPQAGraduate-level expert reasoning
N/Avs6820.0%
Gemini 3.1 Pro Preview
Gemini 3.5 Flash
HellaSwagCommonsense reasoning and inference
N/Avs9780.0%
Gemini 3.1 Pro Preview
Gemini 3.5 Flash
MT-BenchMulti-turn conversation flow quality
N/Avs920.0%
Gemini 3.1 Pro Preview
Gemini 3.5 Flash

Gemini 3.1 Pro Preview Quirks & Gotchas

No developer gotchas reported.

Gemini 3.5 Flash Quirks & Gotchas

  • Excellent multimodal performance — native video understanding
  • Tool calling via Google's native function_declarations in Vertex AI