Key Takeaways
Claude Opus 4.6 wins:
- Larger context window
- Higher intelligence benchmark
- Better at coding
- Supports vision
Llama 3.1 405B Instruct wins:
- Cheaper input tokens
- Cheaper output tokens
- Faster response time
- Better at math
- Supports tool calls
Price Advantage
Llama 3.1 405B Instruct
Benchmark Advantage
Claude Opus 4.6
Context Window
Claude Opus 4.6
Speed
Llama 3.1 405B Instruct
Pricing Comparison
Price Comparison
| Metric | Claude Opus 4.6 | Llama 3.1 405B Instruct | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $5.00 | $4.00 | Llama 3.1 405B Instruct |
| Output (per 1M tokens) | $25.00 | $4.00 | Llama 3.1 405B Instruct |
| Cache Read (per 1M) | $500000.00 | N/A | Claude Opus 4.6 |
| Cache Write (per 1M) | $6250000.00 | N/A | Claude Opus 4.6 |
Using a 3:1 input/output ratio, Llama 3.1 405B Instruct is 60% cheaper overall.
Claude Opus 4.6 Providers
Amazon Bedrock $5.00 (Cheapest)
Google $5.00 (Cheapest)
Anthropic $5.00 (Cheapest)
Llama 3.1 405B Instruct Providers
Hyperbolic $4.00 (Cheapest)
Google $5.00
Benchmark Comparison
8
Benchmarks Compared
3
Claude Opus 4.6 Wins
0
Llama 3.1 405B Instruct Wins
Benchmark Scores
| Benchmark | Claude Opus 4.6 | Llama 3.1 405B Instruct | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 46.4 | 14.2 | |
Coding Index Code generation & understanding | 47.6 | 14.5 | |
Math Index Mathematical reasoning | - | 3.0 | - |
MMLU Pro Academic knowledge | - | 73.2 | - |
GPQA Graduate-level science | 84.0 | 51.5 | |
LiveCodeBench Competitive programming | - | 30.5 | - |
Aider Real-world code editing | - | 66.2 | - |
AIME Competition math | - | 21.3 | - |
Claude Opus 4.6 significantly outperforms in coding benchmarks.
Cost vs Quality
X-axis:
Y-axis:
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Other models
Context & Performance
Context Window
Claude Opus 4.6
1,000,000
tokens
Max output: 128,000 tokens
Llama 3.1 405B Instruct
131,000
tokens
Claude Opus 4.6 has a 87% larger context window.
Speed Performance
| Metric | Claude Opus 4.6 | Llama 3.1 405B Instruct | Winner |
|---|---|---|---|
| Tokens/second | 0.0 tok/s | 25.2 tok/s | |
| Time to First Token | 0.00s | 0.79s |
Llama 3.1 405B Instruct responds Infinity% faster on average.
Capabilities
Feature Comparison
| Feature | Claude Opus 4.6 | 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 | Claude Opus 4.6 | Llama 3.1 405B Instruct |
|---|---|---|
| License | Proprietary | Open Source |
| Author | Anthropic | Meta-llama |
| Released | Feb 2026 | Jul 2024 |
Claude Opus 4.6 Modalities
Input
textimage
Output
text
Llama 3.1 405B Instruct Modalities
Input
text
Output
text