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Gemini 2.5 Pro 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 2.5 Pro and o4 Mini High.

Google

Gemini 2.5 Pro

Gemini 2.5 Pro is Google’s state-of-the-art AI model designed for advanced reasoning, coding, mathematics, and scientific tasks. It employs “thinking” capabilities, enabling it to reason through responses with enhanced accuracy...

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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 2.5 Proo4 Mini High
ProviderGoogleOpenAI
Context Window1,048,576 tokens200,000 tokens
Agent Suitability90/100N/A
Time to First Token (TTFT)450 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-06-172025-04-16

API Pricing Comparison

Input Price per Million Tokens

Gemini 2.5 Pro

$1.25

o4 Mini High

$1.10

Output Price per Million Tokens

Gemini 2.5 Pro

$10.00

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
8990.0%vsN/A
Gemini 2.5 Pro
o4 Mini High
HumanEvalPython coding & logic synthesis
9150.0%vsN/A
Gemini 2.5 Pro
o4 Mini High
MATHComplex mathematical problem solving
8200.0%vsN/A
Gemini 2.5 Pro
o4 Mini High
GPQAGraduate-level expert reasoning
7200.0%vsN/A
Gemini 2.5 Pro
o4 Mini High
HellaSwagCommonsense reasoning and inference
9620.0%vsN/A
Gemini 2.5 Pro
o4 Mini High
MT-BenchMulti-turn conversation flow quality
930.0%vsN/A
Gemini 2.5 Pro
o4 Mini High

Gemini 2.5 Pro Quirks & Gotchas

  • Legacy model — migrate to Gemini 3.1 Pro for better tool calling and lower latency

o4 Mini High Quirks & Gotchas

No developer gotchas reported.