The top alternatives to Lightup are Anomalo, Qualytics and Monte Carlo, ranked by Staquest on relevance, shared use cases, and pricing. Datafold is the strongest free option.
Staquest ranks Anomalo as the top alternative to Lightup — AI-powered automated data quality monitoring and root cause analysis.. The full ranked list above compares 10 options.
Datafold offers a free tier and is the highest-ranked free alternative to Lightup in Staquest's analysis.
Staquest identifies 10 tools similar to Lightup using graph relationships, embedding similarity, and shared categories. The closest are Anomalo, Qualytics, Monte Carlo.
Alternatives are ranked by verified relationships, semantic similarity, and category overlap.
