Index › IT › Products › Lumos › Alternatives · November 2026 Edition
Two categories · what the models named instead

Alternatives to Lumos, as AI models named them

In the November 2026 Edition, 445 of the 504 answers collected in the two categories where Lumos 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 445 answers that did not name Lumos, every category and segment above added together; a product can be counted in several. Each category below keeps its own denominator.

Identity governance

Identity and access. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when Lumos is not its first choice or an alternative in it.
Small businessLumos is #7 of 14 here at 5% of first choices, 30 labels.

Sixty of the eighty-four answers did not name Lumos; it was the first choice in three. The first choices in those sixty answers, thirteen products in all, the eight most named:

5 more in the record.The full small business standing →
Mid-marketLumos is #3 of 15 here at 9% of first choices, 32 labels.

Sixty-two of the eighty-four answers did not name Lumos; it was the first choice in five. The first choices in those sixty-two answers, thirteen products in all, the eight most named:

5 more in the record.The full mid-market standing →
EnterpriseLumos holds 9 labels here, under the 10-label cutoff, so it is unranked.

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

4 more in the record.The full enterprise standing →

SaaS management platforms

IT operations and endpoint. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when Lumos is not its first choice or an alternative in it.
Small businessLumos holds 5 labels here, under the 10-label cutoff, so it is unranked.

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

Substly17 of 83
Cledara15 of 83
SpendHound7 of 83
Corma5 of 83
Reftab5 of 83
Josys4 of 83
Patronum3 of 83
Teisko3 of 83
18 more in the record.The full small business standing →
Mid-marketLumos is #12 of 15 here at 0% of first choices, 11 labels.

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

Torii14 of 78
Zylo10 of 78
Zluri7 of 78
SpendHound5 of 78
Reftab3 of 78
Substly3 of 78
7 more in the record.The full mid-market standing →
EnterpriseLumos holds 9 labels here, under the 10-label cutoff, so it is unranked.

Eighty of the eighty-four answers did not name Lumos; it was the first choice in zero. The first choices in those eighty answers, seven products in all:

Zylo43 of 80
Torii8 of 80
Rippling1 of 80
Zluri1 of 80
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 Lumos 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 Lumos 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 Lumos's side.

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