TPC-DS Benchmark: Trino 476, Spark 4.0.0, and Hive 4 on MR3 2.1

In this article, we report the results of evaluating the performance of the latest releases of Trino, Spark, Hive-MR3 using 10TB TPC-DS benchmark.

Trino 476 (released in June 2025)

Spark 4.0.0 (released in May 2025)

Hive 4.0.0 on MR3 2.1 (released in July 2025)

At the end of the article, we discuss MPP vs MapReduce.