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o1 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 o1 and o4 Mini High.

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 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

Specificationo1o4 Mini High
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 High

$1.10

Output Price per Million Tokens

o1

$60.00

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

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 High Quirks & Gotchas

No developer gotchas reported.