Would adding more metrics fix a rating for machine buyers?

Machine Commerce Conditions MCC-001 · Published

From MCC-001, an essay: a hypothesis, not a measurement.

The short answer

Not necessarily. The essay argues that a score for every task, operating condition and tolerance for failure would restore much of the detail the rating compressed, so a rating's simplicity depends on how much of the buyer's problem can safely be left out.

As published in the issue

Adding metrics does not necessarily resolve this. A score for every task, operating condition and tolerance for failure would restore much of the detail the original rating compressed. The apparent simplicity of a number depends on how much of the buyer’s problem can be safely left out.

The sentence above is quoted from the essay as published and is not re-written here. The essay, its date and the address it was published at are below.

Why it matters

Adding dimensions to a rating trades its simplicity away without recovering the record underneath. A buyer that needs the detail may be better served by the evidence than by more scores.

What we measured

Nothing here was counted. What our measured series publishes about what a directory's label actually tests is linked below; the essay's own tests have not run.

What the evidence shows

Issue
Machine Commerce Conditions: MCC-001 — September 2026
Published

Where our own record speaks to this

These are measured answers, each counted over its own population on its own date. This page links them and quotes nothing from them.

What does an x402 directory's health label actually test?

How the measured record is made · Read the issue · Answers

Method and reproduction

The terms

The terms this question uses are defined in the glossary.

buyer

Corrections and disputes

Corrections to this issue are on the corrections register, and this answer reads from the record rather than from a copy.

The corrections register