{"uid":"cap_bhPCpcfAauU8f5Olc1dIU","slug":"pool-payout-vs-expected-reward-iqr-outlier-flags-59559e9d","name":"Pool Payout vs Expected Reward — IQR Outlier Flags","description":"Pool payout versus expected reward — IQR outlier flags: IQR outlier flags for Pool payout versus expected reward. 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-pool-deviation-outliers?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["received_btc","expected_btc"],"properties":{"expected_btc":{"type":"number","default":0.01,"maximum":10000000000000000,"minimum":0,"exclusiveMinimum":0},"received_btc":{"type":"number","default":0.011,"maximum":10000000000000000,"minimum":0,"exclusiveMinimum":0}},"additionalProperties":false},"default":[{"expected_btc":0.01,"received_btc":0.011},{"expected_btc":0.011000000000000001,"received_btc":0.0121},{"expected_btc":0.01,"received_btc":0.011},{"expected_btc":0.011000000000000001,"received_btc":0.0121}],"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_VZREQEhh4_bIs2wgPZK5P","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":"Detects IQR-based statistical outliers in mining pool payout records by comparing received BTC against expected BTC reward amounts.","exampleAgentPrompt":"I have a list of mining pool payouts — can you flag which ones are IQR outliers by comparing the received BTC to the expected BTC reward for each? Here are the rows: [{received_btc: 0.011, expected_btc: 0.01}, {received_btc: 0.008, expected_btc: 0.01}, {received_btc: 0.012, expected_btc: 0.011}].","exampleUseCases":[{"title":"Audit mining pool payment accuracy","prompt":"I've been tracking my mining pool payouts for the past month — can you compare my received BTC to expected BTC for each payout and flag any IQR outliers that look suspicious? Here's the data: [{received_btc: 0.011, expected_btc: 0.01}, {received_btc: 0.009, expected_btc: 0.011}, {received_btc: 0.022, expected_btc: 0.01}]."},{"title":"Detect underpayment anomalies from pool","prompt":"I suspect my mining pool occasionally underpays. Can you run IQR outlier detection on these received vs expected BTC reward pairs and tell me which payouts deviate abnormally? Rows: [{received_btc: 0.0095, expected_btc: 0.01}, {received_btc: 0.0101, expected_btc: 0.01}, {received_btc: 0.005, expected_btc: 0.01}, {received_btc: 0.0099, expected_btc: 0.01}]."},{"title":"Validate pool reward consistency over time","prompt":"I want to check whether my pool rewards have been consistent — please flag any statistical outliers using the IQR method across these received vs expected BTC pairs: [{received_btc: 0.011, expected_btc: 0.011}, {received_btc: 0.0121, expected_btc: 0.011}, {received_btc: 0.03, expected_btc: 0.011}, {received_btc: 0.011, expected_btc: 0.011}]."}],"resultDescription":"A bounded IQR outlier flags report identifying which payout rows fall outside the interquartile range when comparing received BTC to expected BTC. Each flagged record indicates a statistically anomalous deviation in pool payout. No live prices or guaranteed return projections are included.","failureModes":["Fewer than 2 rows provided — minimum 2 rows required","More than 200 rows submitted — exceeds maxItems limit","Zero or negative values for received_btc or expected_btc — exclusiveMinimum:0 violated","Missing required fields received_btc or expected_btc in any row","Malformed JSON input causing schema validation failure","Payment failure — insufficient USDC balance for $0.01 per call"],"whenToPreferThis":"Choose this endpoint when you need fast, formula-based IQR statistical outlier detection specifically for mining pool payout records comparing received vs expected BTC. Ideal for auditing pool payment accuracy, detecting anomalous under/overpayments, or validating reward consistency without needing live price feeds or complex mining calculators. Best suited for batch analysis of 2–200 payout records at low cost ($0.01 per call).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:47:56.956Z","isFirstParty":false,"canonicalSlug":"pool-payout-vs-expected-reward-iqr-outlier-flags-59559e9d"}