Key Takeaways
Claude Sonnet 4.6 wins:
- Larger context window
- Faster response time
- Higher intelligence benchmark
- Better at coding
- Supports vision
- Has reasoning mode
WizardLM-2 8x22B wins:
- Cheaper input tokens
- Cheaper output tokens
Price Advantage
WizardLM-2 8x22B
Benchmark Advantage
Claude Sonnet 4.6
Context Window
Claude Sonnet 4.6
Speed
Claude Sonnet 4.6
Pricing Comparison
Price Comparison
| Metric | Claude Sonnet 4.6 | WizardLM-2 8x22B | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $3.00 | $0.62 | WizardLM-2 8x22B |
| Output (per 1M tokens) | $15.00 | $0.62 | WizardLM-2 8x22B |
| Cache Read (per 1M) | $0.30 | N/A | Claude Sonnet 4.6 |
| Cache Write (per 1M) | $3.75 | N/A | Claude Sonnet 4.6 |
Using a 3:1 input/output ratio, WizardLM-2 8x22B is 90% cheaper overall.
Claude Sonnet 4.6 Providers
No provider data available
WizardLM-2 8x22B Providers
No provider data available
Benchmark Comparison
6
Benchmarks Compared
2
Claude Sonnet 4.6 Wins
0
WizardLM-2 8x22B Wins
Benchmark Scores
| Benchmark | Claude Sonnet 4.6 | WizardLM-2 8x22B | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 42.6 | 33.1 | |
Coding Index Code generation & understanding | 43.0 | - | - |
MMLU Pro Academic knowledge | - | 40.0 | - |
GPQA Graduate-level science | 79.7 | 17.6 | |
Aider Real-world code editing | - | 44.4 | - |
BBH Big-Bench Hard | - | 48.6 | - |
Claude Sonnet 4.6 significantly outperforms in coding benchmarks.
Cost vs Quality
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Other models
Context & Performance
Context Window
Claude Sonnet 4.6
1,000,000
tokens
WizardLM-2 8x22B
65,535
tokens
Claude Sonnet 4.6 has a 93% larger context window.
Speed Performance
| Metric | Claude Sonnet 4.6 | WizardLM-2 8x22B | Winner |
|---|---|---|---|
| Tokens/second | 56.7 tok/s | N/A | |
| Time to First Token | 1.07s | N/A |
Capabilities
Feature Comparison
| Feature | Claude Sonnet 4.6 | WizardLM-2 8x22B |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | Claude Sonnet 4.6 | WizardLM-2 8x22B |
|---|---|---|
| License | Proprietary | Open Source |
| Author | Anthropic | Microsoft |
| Released | Feb 2026 | Apr 2024 |
Claude Sonnet 4.6 Modalities
Input
textimage
Output
text
WizardLM-2 8x22B Modalities
Input
text
Output
text