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o1 vs R1 0528

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 R1 0528.

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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DeepSeek

R1 0528

May 28th update to the [original DeepSeek R1](/deepseek/deepseek-r1) Performance on par with [OpenAI o1](/openai/o1), but open-sourced and with fully open reasoning tokens. It's 671B parameters in size, with 37B active...

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Technical Specifications

Specificationo1R1 0528
ProviderOpenAIDeepSeek
Context Window200,000 tokens163,840 tokens
Agent Suitability88/100N/A
Time to First Token (TTFT)2500 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-12-172025-05-28

API Pricing Comparison

Input Price per Million Tokens

o1

$15.00

R1 0528

$0.50

Output Price per Million Tokens

o1

$60.00

R1 0528

$2.15

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
R1 0528
HumanEvalPython coding & logic synthesis
9450.0%vsN/A
o1
R1 0528
MATHComplex mathematical problem solving
9480.0%vsN/A
o1
R1 0528
GPQAGraduate-level expert reasoning
7830.0%vsN/A
o1
R1 0528
HellaSwagCommonsense reasoning and inference
9200.0%vsN/A
o1
R1 0528
MT-BenchMulti-turn conversation flow quality
940.0%vsN/A
o1
R1 0528

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

R1 0528 Quirks & Gotchas

No developer gotchas reported.