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KiHustle Normal Distribution CDF Calculator
x402
KiHustle Normal Distribution CDF Calculator is a paid API for AI agents from kihustle.tech, paid per call via x402, $0.002/call, status unknown (last checked 2026-09-13).
Computes the cumulative distribution function (CDF) of a normal distribution for a given value, mean, and standard deviation
Price / call$0.002
Success—
StatusUnknown
How this service works
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Output
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.
Example use cases
Quality control threshold check
“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?”
Finance risk probability estimate
“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%?”
Academic grade percentile calculation
“Test scores are normally distributed with a mean of 72 and a standard deviation of 10. What fraction of students scored below 85?”
Technical details
Endpoint
POSThttps://kihustle.tech/agents/api/v1/normal-distribution-cdfWhen to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| x | number | |
| mean | number | |
| std_dev | number |
Output
Schema · Response
{
"type": "json",
"example": {
"result": "processed",
"status": "success"
}
}Tags
x402
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