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Grok 4.3 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 4.3 and KAT-Coder-Pro V2.

xAI

Grok 4.3

Grok 4.3 is a reasoning model from xAI. It accepts text and image inputs with text output, and is suited for agentic workflows, instruction-following tasks, and applications requiring high factual...

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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 4.3KAT-Coder-Pro V2
ProviderxAIKuaishou
Context Window1,000,000 tokens256,000 tokens
Agent Suitability87/100N/A
Time to First Token (TTFT)400 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-04-302026-03-27

API Pricing Comparison

Input Price per Million Tokens

Grok 4.3

$1.25

KAT-Coder-Pro V2

$0.30

Output Price per Million Tokens

Grok 4.3

$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
9240.0%vsN/A
Grok 4.3
KAT-Coder-Pro V2
HumanEvalPython coding & logic synthesis
9450.0%vsN/A
Grok 4.3
KAT-Coder-Pro V2
MATHComplex mathematical problem solving
9100.0%vsN/A
Grok 4.3
KAT-Coder-Pro V2
GPQAGraduate-level expert reasoning
8100.0%vsN/A
Grok 4.3
KAT-Coder-Pro V2
HellaSwagCommonsense reasoning and inference
9750.0%vsN/A
Grok 4.3
KAT-Coder-Pro V2
MT-BenchMulti-turn conversation flow quality
940.0%vsN/A
Grok 4.3
KAT-Coder-Pro V2

Grok 4.3 Quirks & Gotchas

  • Strong coding performance — competitive with Claude Sonnet at similar price point
  • Upgrade to Grok 4.20 for improved reasoning and tool calling

KAT-Coder-Pro V2 Quirks & Gotchas

No developer gotchas reported.