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SPECIFICTION
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Method

How Specifiction ranks

Every list is ordered by the spec score: how fully and openly a maker states what it sells. The finders for devices, chips and AI models are not scored at all; they are sorted by their own figures.

Where the figures come from

Specifiction reads its figures from each maker’s own pages: the pricing page, the spec page, the documentation. Every fact is stored with the page it came from and the date it was read, and the pages show both. When a maker changes a plan or a price, the figure changes when the page is read again; the date tells you how recent it is.

The spec score (software lists)

PartWeightWhat counts
Documented38%How many distinct facts about the product its maker publishes (what it does, platforms, security, support, integrations, company…).
Standing20%Where the research puts the product within its list.
Priced18%Prices published and read in full; plans named but priced on request count half.
Reach12%The platforms it runs on: web, Windows, macOS, Linux, iOS, Android, an API, self-hosted.
Try it12%A free plan counts in full, a free trial for most of it.

The weighted parts give a tool its spec score; ties go to standing. Lists are re-scored every morning from the newest figures.

Finders: devices, chips, AI models

Phones, laptops, chips and AI models are not scored. Each finder is sorted by the figure it is about: newest first, the cheapest price per million tokens first, the longest context first.

Places that are bought

Specifiction is paid for partly by makers. A maker can buy a numbered place on a list (#1 to #5): the bought place sits at its number and the tools below it move down one. A maker can also buy a place beside a competitor on that competitor’s pages, or the sponsorship of a whole list. What can be bought, and at what price, is on the advertise page; how the site is paid for is on the disclosure page.

Corrections

A maker who finds a wrong figure can claim its page for free and send the correction; it is checked against the maker’s own page before it changes.