One category · what the models named insteadAlternatives to Codeberg, as AI models named them
In the November 2026 Edition, 236 of the 252 answers collected in the one category where Codeberg holds a standing named it neither as a first choice nor as an alternative. These are the products those answers put first, category by category and buyer by buyer. The output is the models' output.
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Seventy-nine of the eighty-four answers did not name Codeberg; it was the first choice in zero. The first choices in those seventy-nine answers, four products in all:
The full small business standing →Seventy-three of the eighty-four answers did not name Codeberg; it was the first choice in one. The first choices in those seventy-three answers, five products in all:
The full mid-market standing →Eighty-four of the eighty-four answers did not name Codeberg; it was the first choice in zero. The first choices in those eighty-four answers, six products in all:
How to read this
A category is asked six ways of each of fourteen models on behalf of each buyer segment, so a segment is eighty-four answers. An answer belongs on this page when the judge labeled Codeberg neither its first choice nor an alternative in it; the products listed are the first choices those answers made, counted once per answer. An answer that named nothing first, or named Codeberg only in passing, is in the denominator and adds to no product. The counts are not the category standing, which is on the category page with its share and rank; they are the same record read from Codeberg's side.
The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Codeberg was named by a model, not endorsed by anyone.