Price Per TokenPrice Per Token
Kwaipilot
vs
OpenAI
OpenAI

KAT-Coder-Pro V1 vs GPT-5.3 Codex

A detailed comparison of pricing, benchmarks, and capabilities

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Key Takeaways

KAT-Coder-Pro V1 wins:

  • Cheaper input tokens
  • Cheaper output tokens
  • Faster response time
  • Better at math

GPT-5.3 Codex wins:

  • Larger context window
  • Higher intelligence benchmark
  • Better at coding
  • Supports vision
  • Has reasoning mode
Price Advantage
KAT-Coder-Pro V1
Benchmark Advantage
GPT-5.3 Codex
Context Window
GPT-5.3 Codex
Speed
KAT-Coder-Pro V1

Pricing Comparison

Benchmark Comparison

Context & Performance

Capabilities

Feature Comparison

FeatureKAT-Coder-Pro V1GPT-5.3 Codex
Vision (Image Input)
Tool/Function Calls
Reasoning Mode
Audio Input
Audio Output
PDF Input
Prompt Caching
Web Search

License & Release

PropertyKAT-Coder-Pro V1GPT-5.3 Codex
LicenseOpen SourceProprietary
AuthorKwaipilotOpenAI
ReleasedNov 2025Feb 2026

KAT-Coder-Pro V1 Modalities

Input
text
Output
text

GPT-5.3 Codex Modalities

Input
textimage
Output
text

Related Comparisons

Compare KAT-Coder-Pro V1 with:

Compare GPT-5.3 Codex with:

Frequently Asked Questions

KAT-Coder-Pro V1 has cheaper input pricing at $0.21/M tokens. KAT-Coder-Pro V1 has cheaper output pricing at $0.83/M tokens.
GPT-5.3 Codex scores higher on coding benchmarks with a score of 53.1, compared to KAT-Coder-Pro V1's score of 18.3.
KAT-Coder-Pro V1 has a 256,000 token context window, while GPT-5.3 Codex has a 400,000 token context window.
KAT-Coder-Pro V1 does not support vision. GPT-5.3 Codex supports vision.