The top alternatives to Lumigo are Lightstep, ServiceNow Cloud Observability and SigNoz, ranked by Staquest on relevance, shared use cases, and pricing. Lightstep is the strongest free option.
Staquest ranks Lightstep as the top alternative to Lumigo — Distributed tracing and metrics for modern software systems.. The full ranked list above compares 10 options.
Lightstep offers a free tier and is the highest-ranked free alternative to Lumigo in Staquest's analysis.
Staquest identifies 10 tools similar to Lumigo using graph relationships, embedding similarity, and shared categories. The closest are Lightstep, ServiceNow Cloud Observability, SigNoz.
SigNoz is an open-source alternative to Lumigo listed in this ranking.
Alternatives are ranked by verified relationships, semantic similarity, and category overlap.
