โ† Back to Model Hub/SIDE-BY-SIDE REVIEW
SHARE THIS:

Grok 4.3 vs KAT-Coder-Pro V2.5

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 V2.5.

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...

View Full Specs
Kuaishou

KAT-Coder-Pro V2.5

No description available.

View Full Specs

Technical Specifications

SpecificationGrok 4.3KAT-Coder-Pro V2.5
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 Date2026-04-302026-07-10

API Pricing Comparison

Input Price per Million Tokens

Grok 4.3

$1.25

KAT-Coder-Pro V2.5

$0.74

Output Price per Million Tokens

Grok 4.3

$2.50

KAT-Coder-Pro V2.5

$2.96

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 V2.5
HumanEvalPython coding & logic synthesis
9450.0%vsN/A
Grok 4.3
KAT-Coder-Pro V2.5
MATHComplex mathematical problem solving
9100.0%vsN/A
Grok 4.3
KAT-Coder-Pro V2.5
GPQAGraduate-level expert reasoning
8100.0%vsN/A
Grok 4.3
KAT-Coder-Pro V2.5
HellaSwagCommonsense reasoning and inference
9750.0%vsN/A
Grok 4.3
KAT-Coder-Pro V2.5
MT-BenchMulti-turn conversation flow quality
940.0%vsN/A
Grok 4.3
KAT-Coder-Pro V2.5

Grok 4.3 Quirks & Gotchas

  • โ–ธStrong coding performance โ€” competitive with Claude Sonnet at similar price point
  • โ–ธUpgrade to Grok 4.20 for improved reasoning and tool calling

KAT-Coder-Pro V2.5 Quirks & Gotchas

No developer gotchas reported.