Index › Products › Sigma › Alternatives · October 2026 Edition

One category · what the models named instead

Alternatives to Sigma, as AI models named them

In the October 2026 Edition, 242 of the 252 answers collected in the one category where Sigma 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

Metabase42

Luzmo22

Sisense15

GoodData14

Embeddable9

Explo9

First choices in the 242 answers that did not name Sigma, every category and segment above added together; a product can be counted in several. Each category below keeps its own denominator.

Embedded analytics

Data platform. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when Sigma is not its first choice or an alternative in it.

Small businessSigma holds 4 labels here, under the 10-label cutoff, so it is unranked.

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

Metabase30 of 83

Luzmo14 of 83

Draxlr4 of 83

Zoho Analytics4 of 83

Explo3 of 83

Embeddable2 of 83

Qrvey2 of 83

Apache Superset1 of 83

15 more in the record.The full small business standing →

Mid-marketSigma is #9 of 19 here at 2% of first choices, 13 labels.

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

Metabase12 of 78

Sisense9 of 78

Luzmo8 of 78

Explo6 of 78

ThoughtSpot Embedded5 of 78

Draxlr4 of 78

Omni4 of 78

Cube3 of 78

14 more in the record.The full mid-market standing →

EnterpriseSigma is #11 of 15 here at 2% of first choices, 12 labels.

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

GoodData14 of 81

Microsoft Power BI Embedded8 of 81

Embeddable7 of 81

Looker7 of 81

Sisense6 of 81

Omni3 of 81

Power BI Embedded3 of 81

Qrvey3 of 81

11 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 Sigma 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 Sigma 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 Sigma'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 Sigma was named by a model, not endorsed by anyone.

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