Why Coinbase and Pinterest Chose StarRocks: Lakehouse-Native Design and Fast Joins at Terabyte Scale

Why is StarRocks gaining popularity among data engineers who need fast analytics on large-scale data? To find out, I did a deep dive on the companies actually using StarRocks in production, interviewing engineers and studying technical case studies from Coinbase, Pinterest, Fresha, Grab, TRM Labs, and Shopee. They all share a similar pattern: customer-facing analytics on Snowflake got too slow, and they needed sub-second query responses without heavy pre-denormalization in Flink or Spark.