GPT-o1 vs Llama 3.1 405B
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.
Llama 3.1 405B
by Meta
Llama 3.1 405B is the first open-weights model to rival the top proprietary models like GPT-4o. It enables developers to run state-of-the-art AI on their own infrastructure.
Modalities
Best For
Enterprises requiring data privacy, fine-tuning for specific domains, and research.
Performance Benchmarks
MMLU (Massive Multitask Language Understanding)
GPQA (Graduate-Level Google-Proof Q&A)
HumanEval (Code Generation)
Feature Comparison
| Feature | GPT-o1 | Llama 3.1 405B |
|---|---|---|
| Context Window | 128k tokens | 128k tokens |
| Real-time Voice | ||
| Interactive Code Artifacts | ||
| Open Source | ||
| API Cost (Input) | $15/1M tokens | $0/1M tokens |
| API Cost (Output) | $60/1M tokens | $0/1M 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)
Llama 3.1 405B
Strengths
- •Open weights for private deployment
- •Comparable performance to GPT-4o
- •Huge ecosystem support
- •No API dependency (if self-hosted)
Weaknesses
- •Requires massive GPU memory to run
- •Text-only in base version (no native vision/audio)
- •Setup complexity for self-hosting
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.”
Llama 3.1 405B Users
“ The open-source community celebrates Llama 3.1 405B as a milestone for democratizing AI. It's powerful but requires significant hardware resources to run locally.”
Final Verdict
GPT-o1 represents the cutting edge of reasoning-focused AI. Llama 3.1 405B represents the peak of open-source general intelligence. Choose o1 for logic puzzles, Llama for private enterprise deployment.