Category: industry-reports
Microsoft Fabric Performance Benchmark Study (2026)
TL;DR. In 2026, Microsoft Fabric Data Warehouse runs 18% faster than Snowflake XL on star-schema workloads due to OneLake direct...
Snowflake Salary Report & Hiring Trends 2026
TL;DR. In 2026, the median Snowflake engineer salary is USD 156k (US), USD 92k (EU), USD 44k (India) for 3-5...
Azure Data Engineering Salary & Career Guide (2026)
TL;DR. In 2026, the median Azure Data Engineer salary is USD 148k (US), USD 86k (EU), USD 39k (India) for...
Enterprise Data Lake Benchmark Report: AWS Glue vs EMR vs Athena (2026)
TL;DR. In 2026, EMR Spark runs 41% faster than Glue Spark at 28% lower cost for batch ETL workloads. Athena...
Microsoft Fabric Adoption Report 2026
TL;DR. In 2026, Microsoft Fabric reached 38% enterprise adoption (up from 12% in 2024) — the fastest-growing enterprise analytics platform....
AWS Data Engineering Salary Report 2026
TL;DR. In 2026, the median AWS Data Engineer salary is USD 152k (US), USD 88k (EU), and USD 41k (India)...
Snowflake vs Databricks: Enterprise Data Platform Benchmark (2026)
TL;DR. In 2026, Snowflake runs 14% faster than Databricks SQL Warehouse on pure-SQL workloads (TPC-DS SF-1000) at equivalent spend, while...
Microsoft Fabric vs Databricks: Enterprise Analytics Comparison (2026)
TL;DR. In 2026, Microsoft Fabric workloads run 22% faster than equivalent Databricks workloads at 31% lower cost, primarily due to...
Azure Synapse vs Databricks: Enterprise Performance Benchmark (2026)
TL;DR. In 2026, Databricks SQL Warehouse on Azure runs 38% faster than Synapse Dedicated SQL Pool at the same cost...
State of AWS Data Engineering 2026
TL;DR. The 2026 State of AWS Data Engineering benchmarks Glue, EMR, Athena, Redshift, Kinesis, and Lake Formation across 220+ enterprise...