While I haven’t personally looked at Apache Kudu, but a few things that set Apache Pinot from others are the scale at which it has been proven to operate (Ingesting 1M+ records / sec, 200k read qps on TB range of indexes), it’s rich set of indexing techniques that provides top performance at best cost, and its scalability (to name a few).