Three categories · what the models named insteadAlternatives to Numeric, as AI models named them
In the October 2026 Edition, 605 of the 756 answers collected in the three categories where Numeric 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.
Financial close management
Forty-eight of the eighty-four answers did not name Numeric; it was the first choice in twenty-one. The first choices in those forty-eight answers, eighteen products in all, the eight most named:
Forty-nine of the eighty-four answers did not name Numeric; it was the first choice in ten. The first choices in those forty-nine answers, eight products in all:
Seventy-seven of the eighty-four answers did not name Numeric; it was the first choice in two. The first choices in those seventy-seven answers, eight products in all:
Account reconciliation
Seventy of the eighty-four answers did not name Numeric; it was the first choice in five. The first choices in those seventy answers, eight products in all:
Fifty-five of the eighty-four answers did not name Numeric; it was the first choice in six. The first choices in those fifty-five answers, thirteen products in all, the eight most named:
Seventy-nine of the eighty-four answers did not name Numeric; it was the first choice in two. The first choices in those seventy-nine answers, ten products in all, the eight most named:
AI accounting assistants
Eighty-three of the eighty-four answers did not name Numeric; it was the first choice in zero. The first choices in those eighty-three answers, sixteen products in all, the eight most named:
Seventy-four of the eighty-four answers did not name Numeric; it was the first choice in four. The first choices in those seventy-four answers, seventeen products in all, the eight most named:
Seventy of the eighty-four answers did not name Numeric; it was the first choice in five. The first choices in those seventy answers, twenty-three products in all, the eight most named:
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 Numeric 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 Numeric 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 Numeric's side.
Every answer and every label behind these figures is in the record, sent on request. The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Numeric was named by a model, not endorsed by anyone.