Key Takeaways
KAT Dev 32B wins:
- Cheaper output tokens
MiniMax M2.7 wins:
- Cheaper input tokens
- Larger context window
- Faster response time
- Higher intelligence benchmark
- Better at coding
- Supports tool calls
Price Advantage
KAT Dev 32B
Benchmark Advantage
MiniMax M2.7
Context Window
MiniMax M2.7
Speed
MiniMax M2.7
Pricing Comparison
Benchmark Comparison
Context & Performance
Capabilities
Feature Comparison
| Feature | KAT Dev 32B | MiniMax M2.7 |
|---|---|---|
Vision (Image Input) | ||
Tool/Function Calls | ||
Reasoning Mode | ||
Audio Input | ||
Audio Output | ||
PDF Input | ||
Prompt Caching | ||
Web Search |
License & Release
| Property | KAT Dev 32B | MiniMax M2.7 |
|---|---|---|
| License | Proprietary | Proprietary |
| Author | Fireworks | Minimax |
| Released | Unknown | Mar 2026 |
KAT Dev 32B Modalities
Input
Output
MiniMax M2.7 Modalities
Input
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Output
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