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o1 vs o4 Mini

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 o1 and o4 Mini.

OpenAI

o1

The latest and strongest model family from OpenAI, o1 is designed to spend more time thinking before responding. The o1 model series is trained with large-scale reinforcement learning to reason...

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OpenAI

o4 Mini

OpenAI o4-mini is a compact reasoning model in the o-series, optimized for fast, cost-efficient performance while retaining strong multimodal and agentic capabilities. It supports tool use and demonstrates competitive reasoning...

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Technical Specifications

Specificationo1o4 Mini
ProviderOpenAIOpenAI
Context Window200,000 tokens200,000 tokens
Agent Suitability88/100N/A
Time to First Token (TTFT)2500 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-12-172025-04-16

API Pricing Comparison

Input Price per Million Tokens

o1

$15.00

o4 Mini

$1.10

Output Price per Million Tokens

o1

$60.00

o4 Mini

$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
9180.0%vsN/A
o1
o4 Mini
HumanEvalPython coding & logic synthesis
9450.0%vsN/A
o1
o4 Mini
MATHComplex mathematical problem solving
9480.0%vsN/A
o1
o4 Mini
GPQAGraduate-level expert reasoning
7830.0%vsN/A
o1
o4 Mini
HellaSwagCommonsense reasoning and inference
9200.0%vsN/A
o1
o4 Mini
MT-BenchMulti-turn conversation flow quality
940.0%vsN/A
o1
o4 Mini

o1 Quirks & Gotchas

  • โ–ธReasoning model โ€” high latency by design, not for real-time use
  • โ–ธBest for complex math/code reasoning where accuracy > speed
  • โ–ธUse o3-mini when you need reasoning with lower latency

o4 Mini Quirks & Gotchas

No developer gotchas reported.