AgenticMarket
DeepSeekOpen WeightCutoff: 2024-07-31Released: 2024-12-26V3
DeepSeek-V3 is the latest model from the DeepSeek team, building upon the instruction following and coding abilities of the previous versions. Pre-trained on nearly 15 trillion tokens, the reported evaluations...
ARCHITECTURE & LIMITS
DeepSeekBENCHMARK 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 V3.
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 V3
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 V3
What are the input and output token prices for V3?+
V3 costs $0.26 per 1M input tokens and $1.03 per 1M output tokens. Cached input reads cost $0.03 per 1M tokens.
Does V3 support tool calling and agent execution?+
Yes, V3 natively supports tool calling, parallel function execution, and structured agent workflows.
What is the context window of V3?+
V3 features an active context window of 163,840 tokens with a maximum single-turn output of 16,000 tokens.
What AI Agent Skills work best with V3?+
Because V3 is optimized for agentic tool calling and code reasoning, it pairs well with Agent Skills like Boardroom, SEO Audit, and UI/UX Pro Max.