Key Takeaways
KAT Dev 32B wins:
- Larger context window
Sarvam M wins:
- Cheaper input tokens
- Cheaper output tokens
- Faster response time
- Higher intelligence benchmark
- Better at coding
- Has reasoning mode
Price Advantage
Sarvam M
Benchmark Advantage
Sarvam M
Context Window
KAT Dev 32B
Speed
Sarvam M
Pricing Comparison
Benchmark Comparison
Context & Performance
Capabilities
Feature Comparison
| Feature | KAT Dev 32B | Sarvam M |
|---|---|---|
Vision (Image Input) | ||
Tool/Function Calls | ||
Reasoning Mode | ||
Audio Input | ||
Audio Output | ||
PDF Input | ||
Prompt Caching | ||
Web Search |
License & Release
| Property | KAT Dev 32B | Sarvam M |
|---|---|---|
| License | Proprietary | Open Source |
| Author | Fireworks | Fireworks |
KAT Dev 32B Modalities
Input
Output
Sarvam M Modalities
Input
Output