Finance AI Index
Index Vendors Numeric › Alternatives · September 2026 Edition
Three categories · what the models named instead

Alternatives to Numeric, as AI models named them

In the September 2026 Edition, 491 of the 636 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.

Named instead, most often
First choices in the 491 answers that did not name Numeric, every category and segment above added together; a product can be counted in several. Each category below keeps its own denominator.

Financial close management

Accounting and close. Six framings, twelve models, one answer each per buyer segment; an answer counts here when Numeric is not its first choice or an alternative in it.
Small businessNumeric is #1 of 9 here at 36% of first choices, 41 labels.

Thirty-nine of the seventy-two answers did not name Numeric; it was the first choice in twenty. The first choices in those thirty-nine answers, fourteen products in all, the eight most named:

Finlens3 of 39
Pipedrive2 of 39
PivotXL2 of 39
Xero2 of 39
Close1 of 39
6 more in the record.The full small business standing →
Mid-marketNumeric is #2 of 9 here at 19% of first choices, 42 labels.

Thirty-six of the seventy-two answers did not name Numeric; it was the first choice in twelve. The first choices in those thirty-six answers, six products in all:

The full mid-market standing →
EnterpriseNumeric is #5 of 9 here at 4% of first choices, 23 labels.

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

2 more in the record.The full enterprise standing →

Account reconciliation

Accounting and close. Six framings, twelve models, one answer each per buyer segment; an answer counts here when Numeric is not its first choice or an alternative in it.
Small businessNumeric is #5 of 8 here at 4% of first choices, 14 labels.

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

1 more in the record.The full small business standing →
Mid-marketNumeric is #2 of 11 here at 14% of first choices, 28 labels.

Fifty-three of the seventy-two answers did not name Numeric; it was the first choice in seven. The first choices in those fifty-three answers, twenty products in all, the eight most named:

12 more in the record.The full mid-market standing →
EnterpriseNumeric is #8 of 8 here at 0% of first choices, 14 labels.

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

4 more in the record.The full enterprise standing →

AI accounting assistants

Accounting and close. Six framings, twelve models, one answer each per buyer segment; an answer counts here when Numeric is not its first choice or an alternative in it.
Small businessNumeric holds 1 label here, under the 10-label cutoff, so it is unranked.

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

6 more in the record.The full small business standing →
Mid-marketNumeric is #6 of 14 here at 7% of first choices, 17 labels.

Fifty-eight of the seventy-two answers did not name Numeric; it was the first choice in three. The first choices in those fifty-eight answers, seventeen products in all, the eight most named:

9 more in the record.The full mid-market standing →
EnterpriseNumeric is #6 of 8 here at 7% of first choices, 22 labels.

Forty-three of the sixty answers did not name Numeric; it was the first choice in six. The first choices in those forty-three answers, sixteen products in all, the eight most named:

8 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 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 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 Numeric was named by a model, not endorsed by anyone.