GPT-o1 vs DeepSeek R1
Compare two of the most advanced AI models available today. Find out which one suits your needs better.
Quick Overview
GPT-o1
by OpenAI
GPT-o1 is OpenAI's first 'reasoning' model, trained to think before it speaks. It excels at complex math, science, and coding problems where step-by-step logic is required.
Modalities
Best For
Scientific research, complex algorithm design, advanced mathematical problem solving.
DeepSeek R1
by DeepSeek
DeepSeek R1 is a massive 671B parameter Mixture-of-Experts (MoE) model that sets a new standard for open-source performance, challenging proprietary giants in reasoning and coding.
Modalities
Best For
High-performance academic research, complex reasoning tasks, and open-source AI development.
Performance Benchmarks
MMLU (Massive Multitask Language Understanding)
GPQA (Graduate-Level Google-Proof Q&A)
HumanEval (Code Generation)
Feature Comparison
| Feature | GPT-o1 | DeepSeek R1 |
|---|---|---|
| Context Window | 128k tokens | 128k tokens |
| Real-time Voice | ||
| Interactive Code Artifacts | ||
| Open Source | ||
| API Cost (Input) | $15/1M tokens | $1/1M tokens |
| API Cost (Output) | $60/1M tokens | $2/1M tokens |
Strengths & Weaknesses
GPT-o1
Strengths
- •Exceptional reasoning and logic capabilities
- •Superior performance in math and hard sciences
- •Reduces hallucinations by 'thinking' through steps
- •Best-in-class coding generation
Weaknesses
- •Slower response time due to 'thinking' phase
- •More expensive than standard models
- •Currently text-only (preview)
DeepSeek R1
Strengths
- •Massive scale (671B parameters)
- •Mixture-of-Experts architecture for efficiency
- •Strong reasoning and coding performance
- •Open availability
Weaknesses
- •Very high hardware requirements for local inference
- •Newer ecosystem compared to Llama
What Users Are Saying
GPT-o1 Users
“Researchers and coders find GPT-o1 significantly better at solving hard problems than previous models, though its slower inference time makes it less suitable for casual chat.”
DeepSeek R1 Users
“Users are impressed by its reasoning capabilities and the fact that such a powerful model is open-source. It's seen as a major competitor to Llama and GPT-4.”
Final Verdict
A clash of reasoning titans. GPT-o1 is the polished, proprietary market leader in 'thinking' models. DeepSeek R1 is the ambitious open contender aiming to democratize that same level of reasoning power.