How AI is applied across API Evangelist and APIs.io. Read my AI disclosure →
API Evangelist API Evangelist
Discovery
Learnings
Guidance
Toolbox
Alignment
API Evangelist LLC

The Six Facets Behind the API Evangelist Composite Score

August 24th, 2026 · Kin Lane
The Six Facets Behind the API Evangelist Composite Score

The composite quality score in the API Evangelist Rating System is a single number, but it is never just a number, because it is a weighted blend of six facets and I publish every weight. A score tells you where a provider sits; the facets tell you why, and more usefully, which specific part of their API operation earned or lost the points. I designed it this way on purpose–a rating you cannot decompose is an opinion with a decimal point–so here are the six facets, what each one measures, the weight it carries, and why I weighted them the way I did.

Contract Quality carries the most, at twenty-five percent, and that is not an accident. This facet measures the technical depth and richness of the actual contract artifacts–OpenAPI, AsyncAPI, JSON Schema, JSON-LD–not whether a spec merely exists, but whether it has real descriptions, real error responses, real types. The contract is the load-bearing wall of everything else: an integration, a mock, an SDK, an agent, a governance rule, all of it is generated from or checked against the contract. If any single thing should move a score the most, it is the quality of the document everyone else builds on, so it gets the largest share.

Developer Ergonomics and Commercial Clarity tie for second at twenty percent each, and together they are the onboarding half of the score. Ergonomics asks the plain question: how easy is it to actually get started? SDKs, a CLI, a portal, a getting-started guide, documentation, a sandbox or console, an MCP server, and unambiguous authentication. Commercial clarity asks the question most rubrics politely skip: are the business terms machine-readable? Plans, pricing, a sign-up path, terms of service, privacy, FinOps mapping, compliance and trust signals. I weight these high because an API a person cannot start using without a sales call, or cannot understand the price of without an email, is not really a public API in the way that matters–and an agent cannot make that sales call at all.

Operational Transparency is thirteen percent, and Governance is twelve. Operational transparency measures whether the provider exposes how the API behaves over time: documented rate limits, a status page, a change log, deprecation notices, a security disclosure path. It is the difference between an API you can build a business on and one that can surprise you. Governance measures the outcomes of Spectral linting and the presence of governance artifacts like rulesets and vocabulary, severity-weighted so a wall of style nits does not sink a provider the way a real contract defect does. These two sit in the middle of the weighting because they are what separate a good demo from a dependable dependency–essential, but they only matter once the contract and the on-ramp are real.

Discoverability rounds it out at ten percent–the smallest weight, and I want to be honest about why. This facet asks whether the API can be found and understood from machine-readable metadata alone: apis.yml completeness, tagging, identity signals. It matters enormously–it is the entry point to everything, and in a world of agents it is arguably becoming more important, not less. But it is also the cheapest facet to max out, and I did not want a provider to earn a strong-looking score by nailing their metadata while shipping a hollow API underneath. So discoverability is the key that opens the door, weighted to reward getting found without letting a good index entry masquerade as a good API.

Add those up–twenty-five, twenty, twenty, thirteen, twelve, ten–and you get a hundred, and underneath the six facets sit dozens of individual checks, seventy-four at last count, each earned from an artifact the provider actually published. The reason I show all of this rather than hand out a mystery grade is that the weights are an argument about what makes an API good, and an argument should be inspectable. If you think contract quality should matter more than commercial clarity, you can see that I agree by five points. If you think discoverability is underweighted, you can see exactly where I drew the line and make the case. That is the whole design: a score you can take apart, disagree with in specifics, and act on precisely. You can read every facet, its weight, and the checks beneath it on the rating page at APIs.io.