Key Takeaways
Llama 3.1 405B Instruct wins:
- Larger context window
- Faster response time
- Higher intelligence benchmark
- Better at coding
- Better at math
- Supports tool calls
LlamaGuard 2 8B wins:
- Cheaper input tokens
- Cheaper output tokens
Price Advantage
LlamaGuard 2 8B
Benchmark Advantage
Llama 3.1 405B Instruct
Context Window
Llama 3.1 405B Instruct
Speed
Llama 3.1 405B Instruct
Pricing Comparison
Price Comparison
| Metric | Llama 3.1 405B Instruct | LlamaGuard 2 8B | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $4.00 | $0.20 | LlamaGuard 2 8B |
| Output (per 1M tokens) | $4.00 | $0.20 | LlamaGuard 2 8B |
Using a 3:1 input/output ratio, LlamaGuard 2 8B is 95% cheaper overall.
Llama 3.1 405B Instruct Providers
Hyperbolic $4.00 (Cheapest)
Google $5.00
LlamaGuard 2 8B Providers
Together $0.20 (Cheapest)
Benchmark Comparison
8
Benchmarks Compared
0
Llama 3.1 405B Instruct Wins
0
LlamaGuard 2 8B Wins
Benchmark Scores
| Benchmark | Llama 3.1 405B Instruct | LlamaGuard 2 8B | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 14.2 | - | - |
Coding Index Code generation & understanding | 14.5 | - | - |
Math Index Mathematical reasoning | 3.0 | - | - |
MMLU Pro Academic knowledge | 73.2 | - | - |
GPQA Graduate-level science | 51.5 | - | - |
LiveCodeBench Competitive programming | 30.5 | - | - |
Aider Real-world code editing | 66.2 | - | - |
AIME Competition math | 21.3 | - | - |
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
LlamaGuard 2 8B
8,192
tokens
Llama 3.1 405B Instruct has a 94% larger context window.
Speed Performance
| Metric | Llama 3.1 405B Instruct | LlamaGuard 2 8B | Winner |
|---|---|---|---|
| Tokens/second | 25.1 tok/s | N/A | |
| Time to First Token | 0.78s | N/A |
Capabilities
Feature Comparison
| Feature | Llama 3.1 405B Instruct | LlamaGuard 2 8B |
|---|---|---|
| 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 | LlamaGuard 2 8B |
|---|---|---|
| License | Open Source | Open Source |
| Author | Meta-llama | Meta-llama |
| Released | Jul 2024 | May 2024 |
Llama 3.1 405B Instruct Modalities
Input
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Output
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LlamaGuard 2 8B Modalities
Input
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Output
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