{"uid":"cap_s79GLFG3RsqyQOIsce9jr","slug":"gross-profit-distribution-summary-calculator-29a4889f","name":"Gross Profit Distribution Summary Calculator","description":"Gross profit - Distribution summary: Summarise up to 200 calculated observations with quantiles and population standard deviation. Metric: Gross 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-gross-profit-summary?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["revenue","cost_of_sales"],"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"}},"additionalProperties":false},"default":[{"revenue":10000,"cost_of_sales":6000},{"revenue":11000,"cost_of_sales":6600.000000000001},{"revenue":10000,"cost_of_sales":6000},{"revenue":11000,"cost_of_sales":6600.000000000001}],"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_IOc0-y6PaCRPrggAvrXI3","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":"Summarises up to 200 gross profit observations with quantiles and population standard deviation, returning a statistical distribution report in JSON.","exampleAgentPrompt":"I have 8 periods of revenue and cost-of-sales data — can you run a gross profit distribution summary showing quantiles and standard deviation across all of them? The rows are: [{revenue:50000,cost_of_sales:30000},{revenue:52000,cost_of_sales:31000},{revenue:48000,cost_of_sales:29500},{revenue:55000,cost_of_sales:33000},{revenue:51000,cost_of_sales:30500},{revenue:53000,cost_of_sales:32000},{revenue:49000,cost_of_sales:29000},{revenue:54000,cost_of_sales:32500}].","exampleUseCases":[{"title":"Quarterly gross profit spread analysis","prompt":"I have 12 quarters of revenue and cost-of-sales figures for our retail division — can you give me a full distribution summary of gross profit across those quarters, including quantiles and standard deviation?"},{"title":"Multi-store gross profit variability","prompt":"We have 40 store locations, each with a monthly revenue and cost-of-sales figure. Can you summarise the gross profit distribution across all stores so I can see the spread and key percentiles?"},{"title":"Year-on-year gross profit benchmarking","prompt":"I want to compare gross profit variability across 24 months of data — two years side by side. Can you produce a distribution summary with quantiles so I can spot how much the figures are moving around?"}],"resultDescription":"A JSON object containing the calculated gross profit distribution summary: quantile breakpoints (e.g. min, Q1, median, Q3, max), population standard deviation, the gross profit formula applied, units used, and any limitations of the analysis. Up to 200 observations are supported per call.","failureModes":["Fewer than 2 rows supplied — minimum 2 observations required","Row count exceeds 200 — API rejects with validation error","Revenue or cost_of_sales values outside ±1,000,000,000,000 range","cost_of_sales is negative — minimum value is 0","Malformed JSON input or missing required fields per row","Payment not processed — x402 payment required at $0.01 USDC"],"whenToPreferThis":"Choose this endpoint when you have a batch of pre-calculated or raw revenue/cost-of-sales pairs and need a fast statistical distribution summary (quantiles + standard deviation) of gross profit — without needing a live market feed, financial advice, or trade execution. Ideal for internal reporting, multi-period or multi-entity comparisons, and automated finance pipelines processing up to 200 observations at a time.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T12:46:38.363Z","isFirstParty":false,"canonicalSlug":"gross-profit-distribution-summary-calculator-29a4889f"}