Five categories · what the models named insteadAlternatives to New Relic, as AI models named them
In the October 2026 Edition, 848 of the 1,260 answers collected in the five categories where New Relic 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.
Application performance monitoring
Twenty-six of the eighty-four answers did not name New Relic; it was the first choice in forty. The first choices in those twenty-six answers, twelve products in all, the eight most named:
Forty-five of the eighty-four answers did not name New Relic; it was the first choice in twenty-five. The first choices in those forty-five answers, nine products in all, the eight most named:
Forty-five of the eighty-four answers did not name New Relic; it was the first choice in seven. The first choices in those forty-five answers, seven products in all:
Observability platforms
Thirty-nine of the eighty-four answers did not name New Relic; it was the first choice in thirteen. The first choices in those thirty-nine answers, nine products in all, the eight most named:
Forty-four of the eighty-four answers did not name New Relic; it was the first choice in twenty. The first choices in those forty-four answers, eleven products in all, the eight most named:
Fifty of the eighty-four answers did not name New Relic; it was the first choice in six. The first choices in those fifty answers, ten products in all, the eight most named:
AIOps platforms
Sixty of the eighty-four answers did not name New Relic; it was the first choice in ten. The first choices in those sixty answers, twenty-three products in all, the eight most named:
Fifty-nine of the eighty-four answers did not name New Relic; it was the first choice in nine. The first choices in those fifty-nine answers, sixteen products in all, the eight most named:
Seventy-six of the eighty-four answers did not name New Relic; it was the first choice in one. The first choices in those seventy-six answers, eleven products in all, the eight most named:
Infrastructure monitoring
Fifty-eight of the eighty-four answers did not name New Relic; it was the first choice in five. The first choices in those fifty-eight answers, thirteen products in all, the eight most named:
Fifty-six of the eighty-four answers did not name New Relic; it was the first choice in eight. The first choices in those fifty-six answers, twelve products in all, the eight most named:
Fifty-five of the eighty-four answers did not name New Relic; it was the first choice in three. The first choices in those fifty-five answers, thirteen products in all, the eight most named:
Telemetry pipelines
Seventy-nine of the eighty-four answers did not name New Relic; it was the first choice in zero. The first choices in those seventy-nine answers, nineteen products in all, the eight most named:
Seventy-five of the eighty-four answers did not name New Relic; it was the first choice in two. The first choices in those seventy-five answers, eighteen products in all, the eight most named:
Eighty-one of the eighty-four answers did not name New Relic; it was the first choice in zero. The first choices in those eighty-one answers, twelve products in all, the eight most named:
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 New Relic 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 New Relic 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 New Relic'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 New Relic was named by a model, not endorsed by anyone.