Key Takeaways
Gemma 2 27B wins:
- Cheaper input tokens
- Cheaper output tokens
- Higher intelligence benchmark
- Supports vision
Llama 3.1 405B Instruct wins:
- Larger context window
- Faster response time
- Better at coding
- Better at math
Price Advantage
Gemma 2 27B
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 | Gemma 2 27B | Llama 3.1 405B Instruct | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.65 | $0.90 | Gemma 2 27B |
| Output (per 1M tokens) | $0.65 | $0.90 | Gemma 2 27B |
| Cache Read (per 1M) | N/A | $0.45 | Llama 3.1 405B Instruct |
Using a 3:1 input/output ratio, Gemma 2 27B is 28% cheaper overall.
Gemma 2 27B Providers
No provider data available
Llama 3.1 405B Instruct Providers
No provider data available
Benchmark Comparison
9
Benchmarks Compared
1
Gemma 2 27B Wins
3
Llama 3.1 405B Instruct Wins
Benchmark Scores
| Benchmark | Gemma 2 27B | Llama 3.1 405B Instruct | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 36.2 | 17.4 | |
Coding Index Code generation & understanding | - | 14.5 | - |
Math Index Mathematical reasoning | - | 3.0 | - |
MMLU Pro Academic knowledge | 38.4 | 73.2 | |
GPQA Graduate-level science | 16.7 | 51.5 | |
LiveCodeBench Competitive programming | - | 30.5 | - |
Aider Real-world code editing | 36.1 | 66.2 | |
AIME Competition math | - | 21.3 | - |
BBH Big-Bench Hard | 49.3 | - | - |
Llama 3.1 405B Instruct significantly outperforms in coding benchmarks.
Cost vs Quality
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Gemma 2 27B
Other models
Context & Performance
Context Window
Gemma 2 27B
8,192
tokens
Llama 3.1 405B Instruct
131,000
tokens
Llama 3.1 405B Instruct has a 94% larger context window.
Speed Performance
| Metric | Gemma 2 27B | Llama 3.1 405B Instruct | Winner |
|---|---|---|---|
| Tokens/second | N/A | 33.7 tok/s | |
| Time to First Token | N/A | 0.71s |
Capabilities
Feature Comparison
| Feature | Gemma 2 27B | 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 | Gemma 2 27B | Llama 3.1 405B Instruct |
|---|---|---|
| License | Open Source | Open Source |
| Author | Meta-llama | |
| Released | Jul 2024 | Jul 2024 |
Gemma 2 27B Modalities
Input
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Output
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Llama 3.1 405B Instruct Modalities
Input
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Output
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