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Gemini 2.5 Pro vs o4 Mini Deep Research

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 Deep Research.

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 Deep Research

o4-mini-deep-research is OpenAI's faster, more affordable deep research model—ideal for tackling complex, multi-step research tasks. Note: This model always uses the 'web_search' tool which adds additional cost.

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Technical Specifications

SpecificationGemini 2.5 Proo4 Mini Deep Research
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 Date2025-06-172025-10-10

API Pricing Comparison

Input Price per Million Tokens

Gemini 2.5 Pro

$1.25

o4 Mini Deep Research

$2.00

Output Price per Million Tokens

Gemini 2.5 Pro

$10.00

o4 Mini Deep Research

$8.00

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

Gemini 2.5 Pro Quirks & Gotchas

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

o4 Mini Deep Research Quirks & Gotchas

No developer gotchas reported.