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Gemini 3.5 Flash vs o4 Mini High

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 3.5 Flash and o4 Mini High.

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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OpenAI

o4 Mini High

OpenAI o4-mini-high is the same model as [o4-mini](/openai/o4-mini) with reasoning_effort set to high. OpenAI o4-mini is a compact reasoning model in the o-series, optimized for fast, cost-efficient performance while retaining...

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Technical Specifications

SpecificationGemini 3.5 Flasho4 Mini High
ProviderGoogleOpenAI
Context Window1,048,576 tokens200,000 tokens
Agent Suitability88/100N/A
Time to First Token (TTFT)200 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-05-192025-04-16

API Pricing Comparison

Input Price per Million Tokens

Gemini 3.5 Flash

$1.50

o4 Mini High

$1.10

Output Price per Million Tokens

Gemini 3.5 Flash

$9.00

o4 Mini High

$4.40

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
9050.0%vsN/A
Gemini 3.5 Flash
o4 Mini High
HumanEvalPython coding & logic synthesis
9210.0%vsN/A
Gemini 3.5 Flash
o4 Mini High
MATHComplex mathematical problem solving
8500.0%vsN/A
Gemini 3.5 Flash
o4 Mini High
GPQAGraduate-level expert reasoning
6820.0%vsN/A
Gemini 3.5 Flash
o4 Mini High
HellaSwagCommonsense reasoning and inference
9780.0%vsN/A
Gemini 3.5 Flash
o4 Mini High
MT-BenchMulti-turn conversation flow quality
920.0%vsN/A
Gemini 3.5 Flash
o4 Mini High

Gemini 3.5 Flash Quirks & Gotchas

  • โ–ธExcellent multimodal performance โ€” native video understanding
  • โ–ธTool calling via Google's native function_declarations in Vertex AI

o4 Mini High Quirks & Gotchas

No developer gotchas reported.