Key Takeaways
Gemini 3 Flash Preview wins:
- Larger context window
- Faster response time
- Better at math
- Supports vision
- Has reasoning mode
- Supports tool calls
KAT Coder Pro V2 wins:
- Cheaper input tokens
- Cheaper output tokens
- Higher intelligence benchmark
- Better at coding
Price Advantage
KAT Coder Pro V2
Benchmark Advantage
KAT Coder Pro V2
Context Window
Gemini 3 Flash Preview
Speed
Gemini 3 Flash Preview
Pricing Comparison
Benchmark Comparison
Context & Performance
Capabilities
Feature Comparison
| Feature | Gemini 3 Flash Preview | 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 | Gemini 3 Flash Preview | KAT Coder Pro V2 |
|---|---|---|
| License | Proprietary | Proprietary |
| Author | Kwaipilot | |
| Released | Dec 2025 | Unknown |
Gemini 3 Flash Preview Modalities
Input
textimagefileaudiovideo
Output
text
KAT Coder Pro V2 Modalities
Input
Output