AgenticMarketKAT-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,...
ARCHITECTURE & LIMITS
BENCHMARK EVALUATIONS & CODE METRICS
Verified scores from SWE-bench and Artificial Analysis.
Independent coding benchmark evaluating syntax, algorithms, and code completion
Broad multi-domain reasoning, science, and knowledge retrieval
Autonomous multi-step tool use, API calling, and task execution
TOKEN COST CALCULATOR
Estimate production API costs for KAT-Coder-Pro V2.
COMMUNITY ENGINEERING EVALUATIONS
Verified ratings across 4 core software engineering dimensions.
Refactoring accuracy, syntax correctness, and adherence to design patterns.
Zero hallucinations, strict constraint compliance, and negative prompt respect.
Time-to-first-token (TTFT) and throughput tokens per second.
Token pricing economics relative to intelligence quality and output volume.
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RECOMMENDED AGENT SKILLS FOR KAT-Coder-Pro V2
procurement-optimizer
Use when running an annual SaaS audit, doing category-level spend review, or rationalizing the supplier base — when the user needs a spend audit, spend categorization (UNSPSC-aligned with Pareto breakdown and industry profiles), purchasing-cycle analysis (bottleneck categories per Goldratt's Theory of Constraints), or risk-balanced supplier consolidation that refuses single-source recommendations for tier-1 categories without a documented break-glass plan. Triggers on "spend audit", "SaaS audit", "spend categorization", "supplier rationalization", "supplier consolidation", "category strategy", "duplicate SaaS", "renewal cluster".
FREQUENTLY ASKED QUESTIONS ABOUT KAT-Coder-Pro V2
What are the input and output token prices for KAT-Coder-Pro V2?+
KAT-Coder-Pro V2 costs $0.30 per 1M input tokens and $1.20 per 1M output tokens. Cached input reads cost $0.06 per 1M tokens.
Does KAT-Coder-Pro V2 support tool calling and agent execution?+
Yes, KAT-Coder-Pro V2 natively supports tool calling, parallel function execution, and structured agent workflows.
What is the context window of KAT-Coder-Pro V2?+
KAT-Coder-Pro V2 features an active context window of 262,144 tokens with a maximum single-turn output of 144,000 tokens.
What AI Agent Skills work best with KAT-Coder-Pro V2?+
Because KAT-Coder-Pro V2 is optimized for agentic tool calling and code reasoning, it pairs well with Agent Skills like Boardroom, SEO Audit, and UI/UX Pro Max.