Key Takeaways
Claude 3.5 Sonnet wins:
- Cheaper input tokens
- Cheaper output tokens
- Better at coding
o1 wins:
- Faster response time
- Higher intelligence benchmark
- Has reasoning mode
Price Advantage
Claude 3.5 Sonnet
Benchmark Advantage
Claude 3.5 Sonnet
Context Window
o1
Speed
o1
Pricing Comparison
Price Comparison
| Metric | Claude 3.5 Sonnet | o1 | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $6.00 | $15.00 | Claude 3.5 Sonnet |
| Output (per 1M tokens) | $30.00 | $60.00 | Claude 3.5 Sonnet |
| Cache Read (per 1M) | $0.60 | $7.50 | Claude 3.5 Sonnet |
| Cache Write (per 1M) | $7.50 | N/A | Claude 3.5 Sonnet |
Using a 3:1 input/output ratio, Claude 3.5 Sonnet is 54% cheaper overall.
Claude 3.5 Sonnet Providers
Vercel $3.00 (Cheapest)
Amazon Bedrock $6.00
o1 Providers
OpenAI $15.00 (Cheapest)
Vercel $15.00 (Cheapest)
Azure $15.00 (Cheapest)
Benchmark Comparison
7
Benchmarks Compared
1
Claude 3.5 Sonnet Wins
5
o1 Wins
Benchmark Scores
| Benchmark | Claude 3.5 Sonnet | o1 | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 15.9 | 30.8 | |
Coding Index Code generation & understanding | 30.2 | 20.5 | |
MMLU Pro Academic knowledge | 77.2 | 84.1 | |
GPQA Graduate-level science | 59.9 | 74.7 | |
LiveCodeBench Competitive programming | 38.1 | 67.9 | |
Aider Real-world code editing | 84.2 | 84.2 | - |
AIME Competition math | 15.7 | 72.3 |
Claude 3.5 Sonnet significantly outperforms in coding benchmarks.
Cost vs Quality
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Claude 3.5 Sonnet
Other models
Context & Performance
Context Window
Claude 3.5 Sonnet
200,000
tokens
Max output: 8,192 tokens
o1
200,000
tokens
Max output: 100,000 tokens
Speed Performance
| Metric | Claude 3.5 Sonnet | o1 | Winner |
|---|---|---|---|
| Tokens/second | 0.0 tok/s | 136.7 tok/s | |
| Time to First Token | 0.00s | 17.74s |
o1 responds Infinity% faster on average.
Capabilities
Feature Comparison
| Feature | Claude 3.5 Sonnet | o1 |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | Claude 3.5 Sonnet | o1 |
|---|---|---|
| License | Proprietary | Proprietary |
| Author | Anthropic | OpenAI |
| Released | Oct 2024 | Dec 2024 |
Claude 3.5 Sonnet Modalities
Input
textimagefile
Output
text
o1 Modalities
Input
textimagefile
Output
text