Key Takeaways
Nova Pro 1.0 wins:
- Cheaper input tokens
- Larger context window
- Better at math
- Supports vision
Llama 3.1 405B Instruct wins:
- Cheaper output tokens
- Faster response time
- Higher intelligence benchmark
- Better at coding
Price Advantage
Nova Pro 1.0
Benchmark Advantage
Llama 3.1 405B Instruct
Context Window
Nova Pro 1.0
Speed
Llama 3.1 405B Instruct
Pricing Comparison
Price Comparison
| Metric | Nova Pro 1.0 | Llama 3.1 405B Instruct | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.80 | $0.90 | Nova Pro 1.0 |
| Output (per 1M tokens) | $3.20 | $0.90 | Llama 3.1 405B Instruct |
| Cache Read (per 1M) | N/A | $0.45 | Llama 3.1 405B Instruct |
Using a 3:1 input/output ratio, Llama 3.1 405B Instruct is 36% cheaper overall.
Nova Pro 1.0 Providers
No provider data available
Llama 3.1 405B Instruct Providers
No provider data available
Benchmark Comparison
8
Benchmarks Compared
1
Nova Pro 1.0 Wins
7
Llama 3.1 405B Instruct Wins
Benchmark Scores
| Benchmark | Nova Pro 1.0 | Llama 3.1 405B Instruct | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 13.5 | 17.4 | |
Coding Index Code generation & understanding | 11.0 | 14.5 | |
Math Index Mathematical reasoning | 7.0 | 3.0 | |
MMLU Pro Academic knowledge | 69.1 | 73.2 | |
GPQA Graduate-level science | 49.9 | 51.5 | |
LiveCodeBench Competitive programming | 23.3 | 30.5 | |
Aider Real-world code editing | 54.1 | 66.2 | |
AIME Competition math | 10.7 | 21.3 |
Llama 3.1 405B Instruct wins 7 out of 8 benchmarks.
Cost vs Quality
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Nova Pro 1.0
Other models
Context & Performance
Context Window
Nova Pro 1.0
300,000
tokens
Llama 3.1 405B Instruct
131,000
tokens
Nova Pro 1.0 has a 56% larger context window.
Speed Performance
| Metric | Nova Pro 1.0 | Llama 3.1 405B Instruct | Winner |
|---|---|---|---|
| Tokens/second | 0.0 tok/s | 33.7 tok/s | |
| Time to First Token | 0.00s | 0.71s |
Llama 3.1 405B Instruct responds Infinity% faster on average.
Capabilities
Feature Comparison
| Feature | Nova Pro 1.0 | Llama 3.1 405B Instruct |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | Nova Pro 1.0 | Llama 3.1 405B Instruct |
|---|---|---|
| License | Proprietary | Open Source |
| Author | Amazon | Meta-llama |
| Released | Dec 2024 | Jul 2024 |
Nova Pro 1.0 Modalities
Input
textimage
Output
text
Llama 3.1 405B Instruct Modalities
Input
text
Output
text