categorical-distribution

Build a bounded frequency distribution for categorical values.

Build a bounded frequency distribution for categorical values. Use it as a bounded preflight or analysis step inside an enterprise agent workflow before data, policy, integration, security, or commercial decisions reach production. Returns deterministic machine-readable JSON for $0.003 USDC via x402 on Base. Execution is first-party, local-only, stateless, memory-only, and has no paid upstream or input retention. Results are advisory; the caller remains responsible for authorization and product…

UNRATEDDelisted

Overview

Grade?

UNRATED

0 of 30 paid calls toward a letter

Price

$0.003 per call

Paid calls

none yet

delivery unknown until someone pays

More info

Seller?

0x9f8bd987…175e73a2

URL

https://api.delx.ai/api/v1/x402/categorical-distribution

MCP server on this host: io.github.davidmosiah/delx-mcp-a2a

Seen

first 34 days ago · last 29 days ago

26 free handshakes

Payment

Pays through

x402 · MPP tempo

Offered on?

Base USDC, Solana, Tempo USDC.e

Listed on?

Base, Solana

Score, from free handshakes onlyweights 2026.09.1

UN
RATED

0.730 liveness verified, no letter

To a letter · 30 paid calls

0 of 30

Held back by sample size, not by the seller · gap to 1.000 is 0.270: 0.148 uncertain ? + 0.122 short ? · 0.070 to B

How the composite of 0.730 is made up, part by part
Component	Weight	Measured	Lower bound ?		Adds	Short ?	Uncertain ?
livenesscosts the most it answered at all	0.60	1.00	0.754		0.452	0	−0.148
latency p95 it answered as fast as its class	0.20	0.39	0.388		0.078	−0.122	0
price stability the price stayed where it was listed	0.20	1.00	1.000		0.200	0	0
Composite	1.00		0.730	gap to 1.000 = 0.270 · 0.122 short · 0.148 uncertain	0.730	−0.122	−0.148

Not measured: correctness · nobody paid; honesty · nobody paid; schema conformance · no answer had a published shape to check

The multiplication, written out

  0.600 × 0.754   liveness       
+ 0.200 × 0.388   latency p95    
+ 0.200 × 1.000   price stability
= 0.730           → UNRATED: 25 of 30 paid calls      weights 2026.09.1 · 25 samples · seed cap_01M1A5A9F1QW2DCGBR22895Y60|2026-08-13T16:02:13.964Z|2026.09.1

Verify it yourselfnpx teppi-check https://api.delx.ai/api/v1/x402/categorical-distributioncurl -s https://api.teppi.xyz/v1/trust/cap_01M1A5A9F1QW2DCGBR22895Y60