Finance AI Index
Index Vendors Numeral › Alternatives · September 2026 Edition
One category · what the models named instead

Alternatives to Numeral, as AI models named them

In the September 2026 Edition, 203 of the 216 answers collected in the one category where Numeral 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.

Named instead, most often
First choices in the 203 answers that did not name Numeral, every category and segment above added together; a product can be counted in several. Each category below keeps its own denominator.

Sales tax automation

Tax and compliance. Six framings, twelve models, one answer each per buyer segment; an answer counts here when Numeral is not its first choice or an alternative in it.
Small businessNumeral is #10 of 12 here at 0% of first choices, 16 labels.

Sixty-four of the seventy-two answers did not name Numeral; it was the first choice in zero. The first choices in those sixty-four answers, ten products in all, the eight most named:

2 more in the record.The full small business standing →
Mid-marketNumeral is #5 of 12 here at 2% of first choices, 10 labels.

Sixty-eight of the seventy-two answers did not name Numeral; it was the first choice in one. The first choices in those sixty-eight answers, eight products in all:

The full mid-market standing →
EnterpriseNumeral holds 3 labels here, under the 10-label cutoff, so it is unranked.

Seventy-one of the seventy-two answers did not name Numeral; it was the first choice in one. The first choices in those seventy-one answers, nine products in all, the eight most named:

1 more in the record.The full enterprise standing →

How to read this

A category is asked six ways of each of twelve models on behalf of each buyer segment, so a segment is seventy-two answers. An answer belongs on this page when the judge labeled Numeral 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 Numeral 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 Numeral's side.

Every answer and every label is in the free record. The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Numeral was named by a model, not endorsed by anyone.