AgenticMarketLongCat 2.0
LongCat 2.0 is a sparse mixture-of-experts language model from Meituan, with 48B active parameters out of 1.6T total. It is suited for coding, repository-level changes, long-horizon problem solving, and agentic...
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 LongCat 2.0.
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 LongCat 2.0
boardroom
/cs:boardroom <brief> — 6-phase multi-role deliberation across the C-suite with Phase 2 isolation, critic pre-screen, and synthesis. Outputs a board memo. Use when a decision spans multiple executive domains — e.g. a pricing change touching finance, positioning, and product, or a raise-vs-cut runway call.
FREQUENTLY ASKED QUESTIONS ABOUT LongCat 2.0
What are the input and output token prices for LongCat 2.0?+
LongCat 2.0 costs $0.30 per 1M input tokens and $1.20 per 1M output tokens. Cached input reads cost $0.01 per 1M tokens.
Does LongCat 2.0 support tool calling and agent execution?+
Yes, LongCat 2.0 natively supports tool calling, parallel function execution, and structured agent workflows.
What is the context window of LongCat 2.0?+
LongCat 2.0 features an active context window of 1,048,756 tokens with a maximum single-turn output of 262,144 tokens.
What AI Agent Skills work best with LongCat 2.0?+
Because LongCat 2.0 is optimized for agentic tool calling and code reasoning, it pairs well with Agent Skills like Boardroom, SEO Audit, and UI/UX Pro Max.