Data Transformation & SQL Tooling
Model, test and document in-warehouse transformations, and lint or transpile SQL.
6 tools compared
Download trends
Weekly downloads for the 4 most-downloaded tools in this category. Hover for exact values, or switch to log scale to compare tools of very different sizes.
- SQLGlot
- dbt
- SQLFluff
- SQLMesh
Comparison
Click a column to sort. “#” is the curated ranking, with the most widely used first.
| 1 |  dbtPopular SQL-first transformation framework with tests, docs and lineage; v2.0 is an Apache-licensed Rust rewrite (Fusion). | 14.1k | 5.8M | +7% | today | 80 |
| 2 |  SQLMeshRising dbt-compatible transformation framework with virtual environments, column-level lineage and plans; now a Linux Foundation project. | 3.3k | 157k | +31% | 1d ago | 64 |
| 3 |  SQLGlotPopular Pure-Python SQL parser, optimizer and transpiler across 30+ dialects; powers many data tools. | 9.8k | 22M | +27% | 5d ago | 82 |
| 4 |  SQLFluff Dialect-flexible SQL linter and formatter with dbt and Jinja templating support. | 10k | 2.7M | +24% | 3d ago | 76 |
| 5 | Dataform Google Cloud's managed SQLX-based transformation service for BigQuery pipelines. | No public repository or package of its own to measure | ||||
| 6 | Coalesce Visual, column-aware data transformation platform for Snowflake, Databricks and Fabric. | No public repository or package of its own to measure | ||||