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Numora ANOVA Statistics Endpoint
x402
Numora ANOVA Statistics Endpoint is a paid API for AI agents from numormo.vercel.app, paid per call via x402, $0.1/call, status unknown (last checked 2026-09-14).
Performs one-way Analysis of Variance (ANOVA) across multiple data groups to test whether their means differ significantly
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 'result' object containing ANOVA statistics such as F-statistic, p-value, degrees of freedom, sum of squares, and significance indicators, plus a 'computation' string that describes in plain English what was calculated.
Example use cases
Clinical trial group comparison
“I have test scores from three treatment groups in my study — Group 1: [82, 85, 79, 88], Group 2: [91, 94, 89, 92], Group 3: [76, 78, 74, 80] — can you run an ANOVA to tell me if there's a statistically significant difference between them?”
A/B/C experiment analysis
“I ran three variations of a landing page and tracked conversion counts: Control [23, 25, 22, 27], Variant A [31, 29, 33, 30], Variant B [19, 21, 18, 22] — do an ANOVA and tell me if any variant performs significantly differently from the others?”
Manufacturing quality control
“We measured product defect rates across four production lines: Line1 [2.1, 1.9, 2.3], Line2 [3.5, 3.8, 3.2], Line3 [2.0, 2.2, 1.8], Line4 [4.1, 3.9, 4.3] — run an ANOVA to see if the lines differ significantly in defect rate.”
Technical details
Endpoint
POSThttps://numormo.vercel.app/api/statistics/anovaWhen to prefer
Choose this endpoint when you need a pure server-side, zero-dependency ANOVA computation without setting up a statistics library locally. It is ideal for AI agents that need on-demand statistical testing as part of automated analysis pipelines, when you have 2 or more groups of numeric data and want to know if their means differ significantly. Prefer this over general-purpose compute endpoints when you specifically need ANOVA with a clean JSON response and micropayment billing.
Side effects
- Missing or empty 'groups' array returns validation error
- Fewer than two groups provided causes ANOVA to fail (requires at least 2 groups)
- Groups with fewer than 2 data points may produce degenerate results
- Non-numeric values in group arrays cause computation errors
- Payment failure via x402 micropayment returns 402 status
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| groupsrequired | array | Array of groups |
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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