Two categories · what the models named insteadAlternatives to Grafana Cloud, as AI models named them
In the October 2026 Edition, 423 of the 504 answers collected in the two categories where Grafana Cloud 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.
Telemetry pipelines
Sixty-two of the eighty-four answers did not name Grafana Cloud; it was the first choice in thirteen. The first choices in those sixty-two answers, sixteen products in all, the eight most named:
Seventy-two of the eighty-four answers did not name Grafana Cloud; it was the first choice in five. The first choices in those seventy-two answers, fifteen products in all, the eight most named:
Eighty of the eighty-four answers did not name Grafana Cloud; it was the first choice in one. The first choices in those eighty answers, ten products in all, the eight most named:
Application performance monitoring
Sixty-six of the eighty-four answers did not name Grafana Cloud; it was the first choice in three. The first choices in those sixty-six answers, sixteen products in all, the eight most named:
Sixty-eight of the eighty-four answers did not name Grafana Cloud; it was the first choice in two. The first choices in those sixty-eight answers, ten products in all, the eight most named:
Seventy-five of the eighty-four answers did not name Grafana Cloud; it was the first choice in zero. The first choices in those seventy-five answers, eight products in all:
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 Grafana Cloud 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 Grafana Cloud 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 Grafana Cloud'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 Grafana Cloud was named by a model, not endorsed by anyone.