6 Best Data Observability Software I Trust to Catch Pipeline Failures

I analyzed reviews for more than 15 platforms to find the six best data observability software solutions for 2026. These are Monte Carlo, Metaplane, DQLabs, Dash0, SquaredUp, and decube .