Qwen2.5 Coder 32B Instruct
Qwen2.5-Coder is the latest series of Code-Specific Qwen large language models (formerly known as CodeQwen). Qwen2.5-Coder brings the following improvements upon CodeQwen1.5: - Significantly improvements in **code generation**, **code reasoning**...
ARCHITECTURE & LIMITS
BENCHMARK EVALUATIONS & CODE METRICS
Verified scores from SWE-bench and Artificial Analysis.
Resolving real-world GitHub issues end-to-end without human intervention
TOKEN COST CALCULATOR
Estimate production API costs for Qwen2.5 Coder 32B Instruct.
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 Qwen2.5 Coder 32B Instruct
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 Qwen2.5 Coder 32B Instruct
What are the input and output token prices for Qwen2.5 Coder 32B Instruct?+
Qwen2.5 Coder 32B Instruct costs $0.66 per 1M input tokens and $1.00 per 1M output tokens.
Does Qwen2.5 Coder 32B Instruct support tool calling and agent execution?+
Qwen2.5 Coder 32B Instruct is primarily configured for direct text completion without native function calling definitions.
What is the context window of Qwen2.5 Coder 32B Instruct?+
Qwen2.5 Coder 32B Instruct features an active context window of 32,768 tokens with a maximum single-turn output of 29,491 tokens.
What AI Agent Skills work best with Qwen2.5 Coder 32B Instruct?+
Because Qwen2.5 Coder 32B Instruct is optimized for code reasoning, it pairs well with Agent Skills like Boardroom, SEO Audit, and UI/UX Pro Max.
AgenticMarket