Key Takeaways
DeepSeek V3.2 Speciale wins:
- Cheaper input tokens
- Larger context window
- Faster response time
- Better at coding
- Better at math
- Has reasoning mode
WizardLM-2 8x22B wins:
- Cheaper output tokens
- Higher intelligence benchmark
Price Advantage
DeepSeek V3.2 Speciale
Benchmark Advantage
DeepSeek V3.2 Speciale
Context Window
DeepSeek V3.2 Speciale
Speed
DeepSeek V3.2 Speciale
Pricing Comparison
Price Comparison
| Metric | DeepSeek V3.2 Speciale | WizardLM-2 8x22B | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.40 | $0.62 | DeepSeek V3.2 Speciale |
| Output (per 1M tokens) | $1.20 | $0.62 | WizardLM-2 8x22B |
| Cache Read (per 1M) | $0.20 | N/A | DeepSeek V3.2 Speciale |
Using a 3:1 input/output ratio, DeepSeek V3.2 Speciale is 3% cheaper overall.
DeepSeek V3.2 Speciale Providers
No provider data available
WizardLM-2 8x22B Providers
No provider data available
Benchmark Comparison
8
Benchmarks Compared
2
DeepSeek V3.2 Speciale Wins
1
WizardLM-2 8x22B Wins
Benchmark Scores
| Benchmark | DeepSeek V3.2 Speciale | WizardLM-2 8x22B | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 29.4 | 33.1 | |
Coding Index Code generation & understanding | 37.9 | - | - |
Math Index Mathematical reasoning | 96.7 | - | - |
MMLU Pro Academic knowledge | 86.3 | 40.0 | |
GPQA Graduate-level science | 87.1 | 17.6 | |
LiveCodeBench Competitive programming | 89.6 | - | - |
Aider Real-world code editing | - | 44.4 | - |
BBH Big-Bench Hard | - | 48.6 | - |
DeepSeek V3.2 Speciale significantly outperforms in coding benchmarks.
Cost vs Quality
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DeepSeek V3.2 Speciale
Other models
Context & Performance
Context Window
DeepSeek V3.2 Speciale
163,840
tokens
WizardLM-2 8x22B
65,535
tokens
DeepSeek V3.2 Speciale has a 60% larger context window.
Speed Performance
| Metric | DeepSeek V3.2 Speciale | WizardLM-2 8x22B | Winner |
|---|---|---|---|
| Tokens/second | 0.0 tok/s | N/A | |
| Time to First Token | 0.00s | N/A |
Capabilities
Feature Comparison
| Feature | DeepSeek V3.2 Speciale | WizardLM-2 8x22B |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | DeepSeek V3.2 Speciale | WizardLM-2 8x22B |
|---|---|---|
| License | Open Source | Open Source |
| Author | Deepseek | Microsoft |
| Released | Dec 2025 | Apr 2024 |
DeepSeek V3.2 Speciale Modalities
Input
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Output
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WizardLM-2 8x22B Modalities
Input
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Output
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