Statistical Tests

stats-tests.x402tookit.com · 7 paid endpoints · listed 2026-11-02

Adjust p-values for multiple testing (Bonferroni, Sidak, Holm, Benjamini-Hochberg) and see which tests survive.

pendinglast check not yet
–valid x402 answers, 72 h
sharedUSDC received on Base, 7 days
2distinct payers, 7 days
10.5score (0-100)

Paid endpoints

MethodEndpointPriceNetworks
GETstats-tests.x402tookit.com/binomial-test
Exact binomial test of k successes in n trials vs a hypothesised probability, with p-values and the Clopper-Pearson CI.
$0.02Polygon, Arbitrum, Base, Solana
GETstats-tests.x402tookit.com/chi-square-test
Chi-square goodness of fit (observed vs expected counts) or independence test on a table, with p-value and effect size.
$0.02Polygon, Arbitrum, Base, Solana
GETstats-tests.x402tookit.com/effect-size-2x2
Odds ratio, relative risk, risk difference and number needed to treat from a 2x2 table, each with a confidence interval.
$0.02Polygon, Arbitrum, Base, Solana
GETstats-tests.x402tookit.com/fisher-exact
Fisher's exact test for a 2x2 table: two-sided and one-sided p-values from the hypergeometric distribution, plus odds ratio.
$0.02Polygon, Arbitrum, Base, Solana
GETstats-tests.x402tookit.com/mann-whitney
Mann-Whitney U test for two independent samples: U, exact p for small samples without ties or normal approximation, effect size.
$0.02Polygon, Arbitrum, Base, Solana
GETstats-tests.x402tookit.com/multiple-comparisons
Adjust p-values for multiple testing (Bonferroni, Sidak, Holm, Benjamini-Hochberg) and see which tests survive.
$0.02Polygon, Arbitrum, Base, Solana
GETstats-tests.x402tookit.com/normality-check
Normality screen for a sample: skewness, excess kurtosis, Jarque-Bera test with p-value, and the 68-95-99.7 rule check.
$0.02Polygon, Arbitrum, Base, Solana

Latest checks

WhenEndpointHTTPmsResult
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Income on Base (7 days)

This provider's payout address is shared by several providers, so its income is not shown as its own.

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x402 status badge
Claim it for free with x402_provider_claim (sign with your payout address), and get an alert within minutes when it stops answering with x402_monitor_create ($5 for 30 days). Both work over MCP (https://logicnodes.io/mcp/v2) or POST https://logicnodes.io/v1/tools/<tool>.

Income is all USDC received by the provider's payout address on Base, whatever the source. Score: 0-100: 50 x share of checks in the last 72 h that returned valid x402 payment terms + 30 x min(1, log10(1 + USDC received in 7 days) / 4) + 20 x min(1, log10(1 + distinct payers in 7 days) / 3). A provider never checked scores on income only; income is all USDC received by its payout address on Base, whatever the source. JSON: /v1/observatory/providers/stats-tests.x402tookit.com