Index › HR › Products › Lightcast › Alternatives · November 2026 Edition
One category · what the models named instead

Alternatives to Lightcast, as AI models named them

In the November 2026 Edition, 235 of the 252 answers collected in the one category where Lightcast 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 235 answers that did not name Lightcast, every category and segment above added together; a product can be counted in several. Each category below keeps its own denominator.

Talent intelligence

Performance and talent management. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when Lightcast is not its first choice or an alternative in it.
Small businessLightcast holds 7 labels here, under the 10-label cutoff, so it is unranked.

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

Lessie AI10 of 83
Loxo10 of 83
Gem9 of 83
Manatal9 of 83
Pin9 of 83
Juicebox6 of 83
Workable4 of 83
14 more in the record.The full small business standing →
Mid-marketLightcast is #11 of 15 here at 0% of first choices, 10 labels.

Seventy-six of the eighty-four answers did not name Lightcast; it was the first choice in two. The first choices in those seventy-six answers, twenty products in all, the eight most named:

Eightfold AI12 of 76
Lessie AI7 of 76
Pin6 of 76
hireEZ3 of 76
Loxo2 of 76
Phenom2 of 76
Arya1 of 76
12 more in the record.The full mid-market standing →
EnterpriseLightcast is #10 of 11 here at 0% of first choices, 13 labels.

Seventy-six of the eighty-four answers did not name Lightcast; it was the first choice in zero. The first choices in those seventy-six answers, twelve products in all, the eight most named:

4 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 Lightcast 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 Lightcast 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 Lightcast's side.

The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Lightcast was named by a model, not endorsed by anyone.