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o3-pro vs o4-mini Deep Research

Compare OpenAI and OpenAI AI models

OpenAI
o3-pro
vs
OpenAI
o4-mini Deep Research

Cost Comparison (1000 input + 500 output tokens, 100 requests/day)

o3-pro

Per Request:$0.06
Daily:$6.00
Monthly:$180.00
Yearly:$2,190.00

o4-mini Deep Research

Per Request:$0.006000
Daily:$0.60
Monthly:$18.00
Yearly:$219.00

Cost Differences

$0.054
Per Request
$5.40
Daily
$162.00
Monthly
$1,971.00
Yearly

o4-mini Deep Research costs less than o3-pro

Feature Comparison

Featureo3-proo4-mini Deep Research
ProviderOpenAIOpenAI
Input Price$20.00/1M tokens$2.00/1M tokens
Output Price$80.00/1M tokens$8.00/1M tokens
Context Window1,000,000 tokens200,000 tokens
Max Output131,072 tokens32,768 tokens
Categoryreasoningreasoning
Capabilities
textreasoningcode
textreasoningcode
Release Date6/10/20256/26/2025

o3-pro vs o4-mini Deep Research: Which Should You Choose?

Choosing between o3-pro and o4-mini Deep Research depends on your priorities: cost efficiency, context length, or raw capability. o4-mini Deep Research is the more affordable option at $2.00/1M input tokens90% cheaper than o3-pro. Meanwhile, o3-pro offers a significantly larger context window at 1,000,000 tokens vs 200,000 for o4-mini Deep Research.

Both models are in the reasoning category, making this a direct head-to-head comparison. At scale — say 10,000 requests per day — the cost difference adds up: o4-mini Deep Research would save you roughly $16,200.00/month compared to o3-pro. For startups and indie developers, that difference can be significant.

Output costs matter too. o3-pro charges $80.00/1M output tokens vs $8.00 for o4-mini Deep Research. For generation-heavy workloads (content creation, code generation, summarization), output pricing often dominates your bill. o4-mini Deep Research has the edge here at $8.00/1M output tokens.

Best Use Cases

Choose o3-pro when:

  • • You need a larger context window (1,000,000 tokens)
  • • You need longer outputs (up to 131,072 tokens)
  • • You're already using OpenAI's API ecosystem

Choose o4-mini Deep Research when:

  • • Budget is a primary concern
  • • You're already using OpenAI's API ecosystem

Try Different Scenarios

Use the calculator below to see how costs change with different usage patterns

o3-pro (OpenAI)

o4-mini Deep Research (OpenAI)

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Start using o4-mini Deep Research today

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Frequently Asked Questions

Which is cheaper, o3-pro or o4-mini Deep Research?
o4-mini Deep Research is cheaper for input tokens at $2.00 per million tokens vs $20.00 for o3-pro — that's 90% savings on input costs.
What is the context window difference between o3-pro and o4-mini Deep Research?
o3-pro supports 1,000,000 tokens while o4-mini Deep Research supports 200,000 tokens — a difference of 800,000 tokens in favor of o3-pro.
Which model is better for AI Agent / Agentic Workflows?
Both models support text, code, reasoning. For ai agent / agentic workflows, o4-mini Deep Research is the lower-cost option, while o3-pro offers a larger context window (1,000,000 vs 200,000 tokens). Choose o4-mini Deep Research for budget sensitivity or o3-pro for longer context tasks.
Which model has better overall pricing for heavy usage?
At 100 requests/day with 1,000 input and 500 output tokens each, o3-pro costs about $180.00/month and o4-mini Deep Research costs about $18.00/month. Overall, o4-mini Deep Research has lower combined input + output rates ($2.00 in, $8.00 out) vs o3-pro.

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