AI Indexes
Finance AI Index
Index › Products › Heap › Alternatives · October 2026 Edition
One category · what the models named instead

Alternatives to Heap, as AI models named them

In the October 2026 Edition, 245 of the 252 answers collected in the one category where Heap 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 245 answers that did not name Heap, every category and segment above added together; a product can be counted in several. Each category below keeps its own denominator.

SaaS metrics and analytics

Planning and analysis. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when Heap is not its first choice or an alternative in it.
Small businessHeap is #11 of 12 here at 0% of first choices, 12 labels.

Eighty-three of the eighty-four answers did not name Heap; it was the first choice in zero. The first choices in those eighty-three answers, fifteen products in all, the eight most named:

ChartMogul36 of 83
Baremetrics14 of 83
Mixpanel4 of 83
Databox2 of 83
PostHog2 of 83
Amplitude1 of 83
7 more in the record.The full small business standing →
Mid-marketHeap is #11 of 14 here at 0% of first choices, 10 labels.

Eighty of the eighty-four answers did not name Heap; it was the first choice in zero. The first choices in those eighty answers, fifteen products in all, the eight most named:

7 more in the record.The full mid-market standing →
EnterpriseHeap holds 7 labels here, under the 10-label cutoff, so it is unranked.

Eighty-two of the eighty-four answers did not name Heap; it was the first choice in zero. The first choices in those eighty-two answers, thirty-three products in all, the eight most named:

25 more in the record.The full enterprise standing →

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 Heap 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 Heap 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 Heap'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 Heap was named by a model, not endorsed by anyone.