Key Takeaways
Llama 3.1 405B Instruct wins:
- Larger context window
- Higher intelligence benchmark
- Better at coding
- Better at math
Llama 3.2 1B Instruct wins:
- Cheaper input tokens
- Cheaper output tokens
- Faster response time
Price Advantage
Llama 3.2 1B Instruct
Benchmark Advantage
Llama 3.1 405B Instruct
Context Window
Llama 3.1 405B Instruct
Speed
Llama 3.2 1B Instruct
Pricing Comparison
Price Comparison
| Metric | Llama 3.1 405B Instruct | Llama 3.2 1B Instruct | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $4.00 | $0.03 | Llama 3.2 1B Instruct |
| Output (per 1M tokens) | $4.00 | $0.20 | Llama 3.2 1B Instruct |
Using a 3:1 input/output ratio, Llama 3.2 1B Instruct is 98% cheaper overall.
Llama 3.1 405B Instruct Providers
Hyperbolic $4.00 (Cheapest)
Google $5.00
Llama 3.2 1B Instruct Providers
Novita $0.02 (Cheapest)
Cloudflare $0.03
Benchmark Comparison
8
Benchmarks Compared
7
Llama 3.1 405B Instruct Wins
0
Llama 3.2 1B Instruct Wins
Benchmark Scores
| Benchmark | Llama 3.1 405B Instruct | Llama 3.2 1B Instruct | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 14.2 | 9.1 | |
Coding Index Code generation & understanding | 14.5 | 0.6 | |
Math Index Mathematical reasoning | 3.0 | 0.0 | |
MMLU Pro Academic knowledge | 73.2 | 20.0 | |
GPQA Graduate-level science | 51.5 | 19.6 | |
LiveCodeBench Competitive programming | 30.5 | 1.9 | |
Aider Real-world code editing | 66.2 | - | - |
AIME Competition math | 21.3 | 0.0 |
Llama 3.1 405B Instruct significantly outperforms in coding benchmarks.
Cost vs Quality
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Llama 3.1 405B Instruct
Other models
Context & Performance
Context Window
Llama 3.1 405B Instruct
131,000
tokens
Llama 3.2 1B Instruct
60,000
tokens
Llama 3.1 405B Instruct has a 54% larger context window.
Speed Performance
| Metric | Llama 3.1 405B Instruct | Llama 3.2 1B Instruct | Winner |
|---|---|---|---|
| Tokens/second | 25.2 tok/s | 75.9 tok/s | |
| Time to First Token | 0.79s | 0.45s |
Llama 3.2 1B Instruct responds 202% faster on average.
Capabilities
Feature Comparison
| Feature | Llama 3.1 405B Instruct | Llama 3.2 1B Instruct |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | Llama 3.1 405B Instruct | Llama 3.2 1B Instruct |
|---|---|---|
| License | Open Source | Open Source |
| Author | Meta-llama | Meta-llama |
| Released | Jul 2024 | Sep 2024 |
Llama 3.1 405B Instruct Modalities
Input
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Output
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Llama 3.2 1B Instruct Modalities
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Output
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