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KiHustle Poisson Distribution Calculator
x402
KiHustle Poisson Distribution Calculator is a paid API for AI agents from kihustle.tech, paid per call via x402, $0.002/call, status unknown (last checked 2026-10-23).
Computes the Poisson probability mass function for a given number of events k and rate parameter lambda
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 Poisson probability value and a 'status' field indicating success or failure of the computation.
Example use cases
Call center arrival rate modeling
“I want to know the probability that exactly 5 customer calls arrive in an hour if the average call rate is 4 calls per hour — can you compute the Poisson PMF for k=5 and lambda=4?”
Server error frequency estimation
“On average our server throws 1.8 errors per day. What's the Poisson probability of seeing exactly 2 errors tomorrow? Use k=2 and lambda_rate=1.8.”
Rare event risk assessment
“If a manufacturing line produces on average 0.3 defects per batch, what's the probability of getting exactly 1 defect in the next batch? Please compute the Poisson distribution with k=1 and lambda_rate=0.3.”
Technical details
Endpoint
POSThttps://kihustle.tech/agents/api/v1/poisson-distribution?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, paid, stateless Poisson PMF computation via a simple REST call without setting up a local math library. Suitable for agents that need on-demand probability calculations embedded in larger workflows without local statistical computation infrastructure.
Side effects
- Missing required parameter k or lambda_rate returns an error
- Negative or non-integer k may cause validation failure
- Negative lambda_rate is mathematically invalid and may return an error
- Very large k or lambda values may cause numerical overflow
- Malformed request body returns 400 or processing error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| k | integer | |
| lambda_rate | number |
Output
Schema · Response
{
"type": "json",
"example": {
"result": "processed",
"status": "success"
}
}Tags
x402
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