{"uid":"cap_ZAVONrSWtnFE57ENXJDBf","slug":"asic-efficiency-improvement-iqr-outlier-flags-032fad07","name":"ASIC Efficiency Improvement — IQR Outlier Flags","description":"ASIC efficiency improvement — IQR outlier flags: IQR outlier flags for ASIC efficiency improvement. Supplied mining assumptions only; formula and units disclosed. No live prices, mining or guaranteed return. Specialised preset in a shared 50-profile, 20-operation engine. 0.01 USDC includes one bounded iqr outlier flags report.","url":"https://market.datapackvibe.com/x402/assistant-bx-mining-efficiency-saving-outliers?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["old_jth","new_jth"],"properties":{"new_jth":{"type":"number","default":20,"maximum":10000000000000000,"minimum":0,"exclusiveMinimum":0},"old_jth":{"type":"number","default":25,"maximum":10000000000000000,"minimum":0,"exclusiveMinimum":0}},"additionalProperties":false},"default":[{"new_jth":20,"old_jth":25},{"new_jth":22,"old_jth":27.500000000000004},{"new_jth":20,"old_jth":25},{"new_jth":22,"old_jth":27.500000000000004}],"maxItems":200,"minItems":2}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_semNh28LYY1qu7fF-sosd","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Identifies IQR-based statistical outliers in ASIC mining efficiency improvements by comparing old vs. new joules-per-terahash values across multiple hardware rows.","exampleAgentPrompt":"Flag any IQR outliers in these ASIC efficiency improvements — old J/TH values are 25, 27.5, 30, and new J/TH values are 20, 22, 18, 26 — tell me which rows are statistical outliers.","exampleUseCases":[{"title":"Post-upgrade ASIC fleet audit","prompt":"I just upgraded part of my mining fleet — old J/TH readings were 28, 30, 25, 29, 31 and new readings are 22, 23, 20, 21, 28. Flag any units that are IQR outliers in efficiency improvement."},{"title":"Detecting underperforming hardware","prompt":"Can you run IQR outlier detection on these ASIC pairs? Old J/TH: 26, 27, 25, 40, 26.5 and new J/TH: 21, 22, 20, 38, 21.5 — I want to know if any machines are statistical outliers in how much they improved."},{"title":"Pre-sale ASIC efficiency QA check","prompt":"Before we sell off these miners, flag any IQR outliers in efficiency improvement across 6 units — old J/TH values are 24, 25, 26, 24.5, 25.5, 50 and new J/TH values are 19, 20, 21, 19.5, 20.5, 45."}],"resultDescription":"A bounded report containing IQR outlier flags for each submitted ASIC hardware row, indicating which old-to-new joules-per-terahash pairs fall outside the interquartile range and are considered statistical outliers in efficiency improvement. The formula and units are disclosed in the response. No live prices or return guarantees are included.","failureModes":["Fewer than 2 rows submitted — minItems validation failure","old_jth or new_jth values of 0 or negative — exclusiveMinimum violation","More than 200 rows submitted — maxItems exceeded","Missing required old_jth or new_jth fields in any row — schema validation error","Non-numeric values passed for J/TH fields — type validation error","Payment not completed — 402 Payment Required with no report returned"],"whenToPreferThis":"Choose this endpoint when you need a fast, cheap ($0.01 USDC) statistical IQR outlier analysis specifically on ASIC mining hardware efficiency improvements expressed as joules-per-terahash before and after an upgrade. It is purpose-built for this mining domain computation and is ideal when you have 2–200 hardware rows to analyze. Prefer it over general statistics APIs when you want domain-specific framing and a bounded report format without building your own IQR logic.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T19:09:24.821Z","isFirstParty":false,"canonicalSlug":"asic-efficiency-improvement-iqr-outlier-flags-032fad07"}