Price Per TokenPrice Per Token
Kwaipilot
vs
Xai
Xai

KAT Coder Pro V2 vs Grok Code Fast 1

A detailed comparison of pricing, benchmarks, and capabilities

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Key Takeaways

KAT Coder Pro V2 wins:

  • Cheaper output tokens
  • Higher intelligence benchmark
  • Better at coding

Grok Code Fast 1 wins:

  • Cheaper input tokens
  • Larger context window
  • Faster response time
  • Better at math
  • Has reasoning mode
  • Supports tool calls
Price Advantage
KAT Coder Pro V2
Benchmark Advantage
KAT Coder Pro V2
Context Window
Grok Code Fast 1
Speed
Grok Code Fast 1

Pricing Comparison

Benchmark Comparison

Context & Performance

Capabilities

Feature Comparison

FeatureKAT Coder Pro V2Grok Code Fast 1
Vision (Image Input)
Tool/Function Calls
Reasoning Mode
Audio Input
Audio Output
PDF Input
Prompt Caching
Web Search

License & Release

PropertyKAT Coder Pro V2Grok Code Fast 1
LicenseProprietaryProprietary
AuthorKwaipilotXai
ReleasedUnknownAug 2025

KAT Coder Pro V2 Modalities

Input
Output

Grok Code Fast 1 Modalities

Input
text
Output
text

Frequently Asked Questions

Grok Code Fast 1 has cheaper input pricing at $0.20/M tokens. KAT Coder Pro V2 has cheaper output pricing at $1.20/M tokens.
KAT Coder Pro V2 scores higher on coding benchmarks with a score of 45.6, compared to Grok Code Fast 1's score of 23.7.