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KiHustle Binomial Probability Calculator
x402
KiHustle Binomial Probability Calculator is a paid API for AI agents from kihustle.tech, paid per call via x402, $0.002/call, status unknown (last checked 2026-09-14).
Computes the binomial probability P(X=k) given the number of trials n, successes k, and probability of success p
Price / call$0.002
Success—
StatusUnknown
How this service works
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Output
Returns a JSON object with a 'result' field containing the computed binomial probability value and a 'status' field confirming success. The result represents P(X=k) — the exact probability of observing k successes in n independent Bernoulli trials each with probability p.
Example use cases
Quality control defect probability
“In a batch of 20 manufactured parts, each with a 0.05 defect rate, what's the exact probability that exactly 2 of them are defective?”
Exam guessing odds
“If a student randomly guesses on a 15-question true/false test, what's the probability they get exactly 9 correct?”
Clinical trial success likelihood
“In a clinical trial with 50 patients where each has a 0.7 probability of responding to treatment, calculate the exact probability that exactly 38 patients respond positively.”
Technical details
Endpoint
POSThttps://kihustle.tech/nexus/api/v1/binomial-probabilityWhen to prefer
Choose this endpoint when you need a quick, cheap ($0.002 per call) server-side computation of the exact binomial probability mass function for discrete, independent Bernoulli trials. Prefer it over local computation when you want to offload math to a remote API within an agent workflow or when binomial PMF is just one step in a larger automated pipeline.
Side effects
- Missing required parameters (k, n, or p) may return an error or unexpected result
- Invalid values such as k > n, p outside [0,1], or negative integers may cause computation errors
- Non-integer values for k or n may be rejected or silently truncated
- Server-side errors may return generic status responses without detailed error messages
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| k | integer | |
| n | integer | |
| p | number |
Output
Schema · Response
{
"type": "json",
"example": {
"result": "processed",
"status": "success"
}
}Tags
x402
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