{"uid":"cap_Iaggk_MgiACLwiLQbH8EU","slug":"operating-profit-distribution-summary-d7d68db6","name":"Operating Profit Distribution Summary","description":"Operating profit - Distribution summary: Summarise up to 200 calculated observations with quantiles and population standard deviation. Metric: Operating profit. Supplied figures only; returns JSON with formula, units and limitations. One of 50 calculators with 20 analysis modes. No live feed, financial advice or trade execution. 0.01 USDC includes one bounded distribution summary report.","url":"https://market.datapackvibe.com/x402/assistant-finance-operating-profit-summary?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["revenue","cost_of_sales","operating_expenses"],"properties":{"revenue":{"type":"number","default":10000,"maximum":1000000000000,"minimum":-1000000000000,"description":"Amount in a consistent supplied currency and reporting period"},"cost_of_sales":{"type":"number","default":6000,"maximum":1000000000000,"minimum":0,"description":"Amount in a consistent supplied currency and reporting period"},"operating_expenses":{"type":"number","default":2000,"maximum":1000000000000,"minimum":0,"description":"Amount in a consistent supplied currency and reporting period"}},"additionalProperties":false},"default":[{"revenue":10000,"cost_of_sales":6000,"operating_expenses":2000},{"revenue":11000,"cost_of_sales":6600.000000000001,"operating_expenses":2200},{"revenue":10000,"cost_of_sales":6000,"operating_expenses":2000},{"revenue":11000,"cost_of_sales":6600.000000000001,"operating_expenses":2200}],"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_RcLcdzdbxkCrPML4E2gM8","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":"Summarizes up to 200 operating profit observations into a statistical distribution report with quantiles and population standard deviation.","exampleAgentPrompt":"Can you summarize the distribution of operating profit across these 8 quarters — revenue ranged from $10,000 to $15,000, cost of sales from $5,500 to $8,000, and operating expenses from $1,800 to $3,200 each period? I want quantiles and standard deviation.","exampleUseCases":[{"title":"Quarterly profit variability review","prompt":"I have 12 quarters of data — each with revenue, cost of sales, and operating expenses. Can you run a distribution summary on the calculated operating profit so I can see the median, quartiles, and how much it varies?"},{"title":"Multi-unit operating profit benchmarking","prompt":"We have 50 store locations and I've got revenue, cost of sales, and operating expenses for each. Summarize the distribution of operating profit across all of them — I want to know the spread and key quantile breakpoints."},{"title":"Year-over-year profit dispersion analysis","prompt":"Here are 24 months of financials with revenue, cost of goods sold, and operating expenses for each month. Give me a statistical distribution summary of the operating profit so I can understand how consistent our margins have been."}],"resultDescription":"A JSON response containing the distribution summary of calculated operating profit values across all supplied rows, including quantile breakpoints, population standard deviation, the formula used to compute operating profit, units, and any noted limitations of the analysis.","failureModes":["Fewer than 2 rows supplied — endpoint requires minimum 2 observations","More than 200 rows submitted — exceeds maxItems limit","Negative or non-numeric values for cost_of_sales or operating_expenses — schema requires values ≥ 0","Revenue out of bounds (beyond ±1 trillion) — fails schema validation","Missing required fields (revenue, cost_of_sales, or operating_expenses) in any row — returns validation error"],"whenToPreferThis":"Choose this endpoint when you need a statistical distribution summary (quantiles + population standard deviation) of operating profit across a batch of 2–200 observations. It is ideal for period-over-period or cross-unit analysis where understanding the spread and shape of profitability is the goal, rather than a single calculation. Prefer it over single-calculation endpoints when you have multiple records and want aggregate statistics rather than individual results.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T02:01:38.533Z","isFirstParty":false,"canonicalSlug":"operating-profit-distribution-summary-d7d68db6"}