{"uid":"cap_0-AkCrEVHdGEhxZ-RGGZm","slug":"pool-payout-vs-expected-reward-distribution-histogram-330ba5a1","name":"Pool Payout vs Expected Reward Distribution Histogram","description":"Pool payout versus expected reward — Distribution histogram: Distribution histogram 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 distribution histogram report.","url":"https://market.datapackvibe.com/x402/assistant-bx-mining-pool-deviation-histogram?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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_LdkJsH5u1YfFNEbF4VkFI","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":"Generates a distribution histogram comparing actual Bitcoin pool payouts to expected rewards across multiple mining rounds","exampleAgentPrompt":"Can you generate a distribution histogram of my mining pool payouts versus expected rewards? I have 4 rounds of data — expected 0.01 BTC but received 0.011, expected 0.011 and got 0.0121, and the same two pairs repeated — split it into 5 bins.","exampleUseCases":[{"title":"Auditing pool payout consistency","prompt":"I want to check how consistently my mining pool has paid out over the last 50 rounds. Here are my expected and received BTC amounts for each round — can you bucket the deviations into 10 bins and show me the distribution histogram so I can see how spread out the errors are?"},{"title":"Comparing two pool operators","prompt":"I've been tracking payouts from my mining pool for a few months. Can you generate a 8-bin histogram comparing what I actually received versus what I expected each round, so I can see if the deviations are roughly symmetric or if the pool is consistently shorting me?"},{"title":"Detecting systematic underpayment","prompt":"Here's my data for 30 mining rounds with expected and actual BTC received — can you run a distribution histogram with 15 bins so I can spot whether the pool tends to underpay, overpay, or stay close to the expected reward?"}],"resultDescription":"A bounded distribution histogram report showing how actual pool payouts deviate from expected BTC rewards, organized into a specified number of bins. Each bin captures the frequency of payout deviations falling within that range, enabling statistical analysis of pool accuracy and consistency.","failureModes":["Fewer than 2 rows provided — minimum 2 data points required","More than 200 rows submitted — exceeds maximum row limit","received_btc or expected_btc set to zero or negative — both must be strictly positive","bins parameter exceeds 30 or is less than 1 — must be between 1 and 30","Missing required fields received_btc or expected_btc in one or more row objects","Payment of 0.01 USDC not received — request rejected by x402 payment gate"],"whenToPreferThis":"Choose this endpoint when you have multiple Bitcoin mining round records and want to statistically characterize how pool payouts deviate from theoretical expected rewards. It is ideal for auditing pool reliability, detecting systematic under- or over-payment, or presenting distribution analytics to stakeholders. Prefer this over simple average comparisons when you need a full distributional picture (spread, skew, frequency by deviation bucket) rather than a single summary metric.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:47:50.897Z","isFirstParty":false,"canonicalSlug":"pool-payout-vs-expected-reward-distribution-histogram-330ba5a1"}