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GPT-4o (2024-08-06) vs R1

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 GPT-4o (2024-08-06) and R1.

OpenAI

GPT-4o (2024-08-06)

The 2024-08-06 version of GPT-4o offers improved performance in structured outputs, with the ability to supply a JSON schema in the respone_format. Read more [here](https://openai.com/index/introducing-structured-outputs-in-the-api/). GPT-4o ("o" for "omni") is...

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DeepSeek

R1

DeepSeek R1 is here: 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 in an inference pass....

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Technical Specifications

SpecificationGPT-4o (2024-08-06)R1
ProviderOpenAIDeepSeek
Context Window128,000 tokens163,840 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-08-062025-01-20

API Pricing Comparison

Input Price per Million Tokens

GPT-4o (2024-08-06)

$2.50

R1

$0.70

Output Price per Million Tokens

GPT-4o (2024-08-06)

$10.00

R1

$2.50

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
N/Avs9080.0%
GPT-4o (2024-08-06)
R1
HumanEvalPython coding & logic synthesis
N/Avs9280.0%
GPT-4o (2024-08-06)
R1
MATHComplex mathematical problem solving
N/Avs9310.0%
GPT-4o (2024-08-06)
R1
GPQAGraduate-level expert reasoning
N/Avs6210.0%
GPT-4o (2024-08-06)
R1
HellaSwagCommonsense reasoning and inference
N/Avs9050.0%
GPT-4o (2024-08-06)
R1
MT-BenchMulti-turn conversation flow quality
N/Avs935.0%
GPT-4o (2024-08-06)
R1

GPT-4o (2024-08-06) Quirks & Gotchas

No developer gotchas reported.

R1 Quirks & Gotchas

No developer gotchas reported.