In the November 2026 Edition, 605 of the 756 answers collected in the three categories where Absorb LMS 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.
Eighty-two of the eighty-four answers did not name Absorb LMS; it was the first choice in zero. The first choices in those eighty-two answers, twelve products in all, the eight most named:
Fifty-one of the eighty-four answers did not name Absorb LMS; it was the first choice in ten. The first choices in those fifty-one answers, nine products in all, the eight most named:
Forty-three of the eighty-four answers did not name Absorb LMS; it was the first choice in seven. The first choices in those forty-three answers, eight products in all:
Eighty-three of the eighty-four answers did not name Absorb LMS; it was the first choice in zero. The first choices in those eighty-three answers, thirteen products in all, the eight most named:
Seventy of the eighty-four answers did not name Absorb LMS; it was the first choice in five. The first choices in those seventy answers, fourteen products in all, the eight most named:
Sixty-five of the eighty-four answers did not name Absorb LMS; it was the first choice in three. The first choices in those sixty-five answers, fifteen products in all, the eight most named:
Eighty-one of the eighty-four answers did not name Absorb LMS; it was the first choice in one. The first choices in those eighty-one answers, fifteen products in all, the eight most named:
Sixty of the eighty-four answers did not name Absorb LMS; it was the first choice in three. The first choices in those sixty answers, eleven products in all, the eight most named:
Seventy of the eighty-four answers did not name Absorb LMS; it was the first choice in one. The first choices in those seventy answers, eleven products in all, the eight most named:
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 Absorb LMS 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 Absorb LMS 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 Absorb LMS's side.
The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Absorb LMS was named by a model, not endorsed by anyone.