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Numora T-Test Statistical Computation
x402
Numora T-Test Statistical Computation is a paid API for AI agents from numormor.netlify.app, paid per call via x402, $0.1/call, status unknown (last checked 2026-09-15).
Performs a two-sample t-test on two numeric arrays and returns the test statistic, p-value, and interpretation
Price / call$0.1
Success—
StatusUnknown
How this service works
100 pure math computation endpoints for AI agents. Statistics, financial math, linear algebra, equation solving, calculus, number theory, sequence generation, and unit conversions. Zero external dependencies. x402 micropayments on Base.
Output
Returns a JSON object with success=true, a human-readable 'computation' string describing what was computed, and a 'result' object containing the t-statistic, p-value, degrees of freedom, and likely a conclusion about statistical significance between the two samples.
Example use cases
Compare A/B test conversion rates
“I ran an A/B test on our checkout flow and got conversion rates of [0.12, 0.15, 0.14, 0.16, 0.13] for variant A and [0.18, 0.19, 0.17, 0.20, 0.18] for variant B across five days. Can you run a t-test to tell me if variant B is genuinely better or just noise?”
Validate lab experiment results
“Our chemistry lab measured reaction times in milliseconds: control group got [45.2, 47.8, 46.5, 48.1, 44.9] and treated group got [38.3, 40.1, 39.2, 41.5, 37.8]. Please run a t-test to see if the treatment actually made a significant difference.”
Assess customer satisfaction improvements
“Last month our support team scored [6.2, 7.1, 6.8, 7.5, 6.5] on satisfaction surveys, and this month after training they're at [7.8, 8.2, 8.0, 8.5, 7.9]. Run a t-test and let me know if we've genuinely improved service quality.”
Technical details
Endpoint
POSThttps://numormor.netlify.app/api/statistics/ttestWhen to prefer
Choose this endpoint when you need a quick, dependency-free two-sample t-test computation without setting up a statistical library or environment. Ideal for AI agents performing hypothesis testing on A/B test data, scientific experiment results, or any two-group comparison where you need a t-statistic and p-value on demand via a simple HTTP call with micropayment billing.
Side effects
- Missing sample1 or sample2 arrays returns a 4xx validation error
- Empty arrays or arrays with fewer than 2 elements may cause computation failure
- Non-numeric values in the arrays will likely cause a computation error
- Payment failure via x402 micropayment returns 402 Payment Required
- Server errors on Netlify serverless function return 500
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| sample1required | array | |
| sample2required | array |
Output
Schema · Response
| Field | Type | Description |
|---|---|---|
| resultrequired | object | Computation result varies by endpoint |
| successrequired | boolean | Always true on success |
| computationrequired | string | Human-readable description of what was computed |
Tags
x402
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