Key Takeaways
DeepSeek Coder 7B Base wins:
- Cheaper input tokens
- Cheaper output tokens
- Larger context window
KAT Coder Pro V2 wins:
- Faster response time
- Higher intelligence benchmark
- Better at coding
Price Advantage
DeepSeek Coder 7B Base
Benchmark Advantage
KAT Coder Pro V2
Context Window
DeepSeek Coder 7B Base
Speed
KAT Coder Pro V2
Pricing Comparison
Benchmark Comparison
Context & Performance
Capabilities
Feature Comparison
| Feature | DeepSeek Coder 7B Base | KAT Coder Pro V2 |
|---|---|---|
Vision (Image Input) | ||
Tool/Function Calls | ||
Reasoning Mode | ||
Audio Input | ||
Audio Output | ||
PDF Input | ||
Prompt Caching | ||
Web Search |
License & Release
| Property | DeepSeek Coder 7B Base | KAT Coder Pro V2 |
|---|---|---|
| License | Open Source | Proprietary |
| Author | Deepseek | Kwaipilot |
DeepSeek Coder 7B Base Modalities
Input
Output
KAT Coder Pro V2 Modalities
Input
Output