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Grok 4.20 vs KAT-Coder-Pro V2

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Grok 4.20 and KAT-Coder-Pro V2.

xAI

Grok 4.20

Grok 4.20 is xAI's most advanced reasoning model, combining powerful analytical capabilities with unique real-time integration to the X (formerly Twitter) platform data stream. This live data access allows Grok 4.20 to answer queries with up-to-the-minute context, making it invaluable for financial analysis, current events research, and real-time market monitoring. Exceptionally strong in physics, advanced mathematics, and code synthesis, it operates with a 2-million-token context window and is priced at $1.25/MTok for input — delivering frontier-tier reasoning at a highly competitive cost for developers building intelligent agents and analytical tools.

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Kuaishou

KAT-Coder-Pro V2

KAT-Coder-Pro V2 is the latest high-performance model in KwaiKAT’s KAT-Coder series, designed for complex enterprise-grade software engineering and SaaS integration. It builds on the agentic coding strengths of earlier versions,...

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Technical Specifications

SpecificationGrok 4.20KAT-Coder-Pro V2
ProviderxAIKuaishou
Context Window2,000,000 tokens256,000 tokens
Agent Suitability90/100N/A
Time to First Token (TTFT)350 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-05-052026-03-27

API Pricing Comparison

Input Price per Million Tokens

Grok 4.20

$1.25

KAT-Coder-Pro V2

$0.30

Output Price per Million Tokens

Grok 4.20

$2.50

KAT-Coder-Pro V2

$1.20

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
9470.0%vsN/A
Grok 4.20
KAT-Coder-Pro V2
HumanEvalPython coding & logic synthesis
9700.0%vsN/A
Grok 4.20
KAT-Coder-Pro V2
MATHComplex mathematical problem solving
9380.0%vsN/A
Grok 4.20
KAT-Coder-Pro V2
GPQAGraduate-level expert reasoning
8490.0%vsN/A
Grok 4.20
KAT-Coder-Pro V2
HellaSwagCommonsense reasoning and inference
9880.0%vsN/A
Grok 4.20
KAT-Coder-Pro V2
MT-BenchMulti-turn conversation flow quality
970.0%vsN/A
Grok 4.20
KAT-Coder-Pro V2

Grok 4.20 Quirks & Gotchas

  • Real-time X data access — unparalleled for current events / financial analysis
  • Tool calling API is still maturing — test thoroughly for production agentic use

KAT-Coder-Pro V2 Quirks & Gotchas

No developer gotchas reported.