{"uid":"cap_uVhg2En-bmZVBSyOdaIR-","slug":"kihustle-normal-distribution-cdf-calculator-62adcedf","name":"KiHustle Normal Distribution CDF Calculator","description":"Kostenlose Guides, Solo-Playbooks und Artikel zu KI, Automation und Side Hustles — für Menschen, die mit echten Systemen online Einkommen aufbauen wollen. Transparent finanziert über faire Affiliate-Links.","url":"https://kihustle.tech/agents/api/v1/normal-distribution-cdf","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"x":{"type":"number"},"mean":{"type":"number"},"std_dev":{"type":"number"}}},"responseSchema":{"type":"json","example":{"result":"processed","status":"success"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.002","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":"$0.002/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_-w1fPGo5id7as1Vni9B7x","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.002","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Computes the cumulative distribution function (CDF) of a normal distribution for a given value, mean, and standard deviation","exampleAgentPrompt":"What is the cumulative probability of getting a value of 1.5 from a normal distribution with a mean of 0 and a standard deviation of 1?","exampleUseCases":[{"title":"Quality control threshold check","prompt":"In our manufacturing process, part weights are normally distributed with a mean of 50g and a standard deviation of 2g. What's the probability that a randomly selected part weighs less than 47g?"},{"title":"Finance risk probability estimate","prompt":"Stock returns follow a normal distribution with a mean of 8% and standard deviation of 15%. What is the probability that the return will be below -5%?"},{"title":"Academic grade percentile calculation","prompt":"Test scores are normally distributed with a mean of 72 and a standard deviation of 10. What fraction of students scored below 85?"}],"resultDescription":"A JSON object containing the computed CDF result — the probability (between 0 and 1) that a normal random variable with the specified mean and standard deviation takes a value less than or equal to x, along with a success status field.","failureModes":["Missing required parameters (x, mean, or std_dev) may result in an error or undefined behavior","std_dev of zero or negative values would make the computation undefined","Non-numeric input values would cause parsing errors","Service may return generic success/result fields without explicit error messages for edge cases"],"whenToPreferThis":"Choose this endpoint when you need a lightweight, pay-per-call API to compute normal distribution CDF values without setting up a local statistics library. Suitable for agents performing quick probability lookups in pipelines where installing scipy or similar libraries is not feasible, or when a simple HTTP call is preferred for interoperability.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-13T19:03:03.679Z","isFirstParty":false}