Analytics
dbt
Transform data in your warehouse with SQL. Version-controlled analytics engineering. The tool that made data teams love their jobs.
The honest take.
Transform data in your warehouse with SQL. Version-controlled analytics engineering. The tool that made data teams love their jobs.
Who it's for.
Best for
General use across stages.
Avoid if
You need something very specific not covered here.
Our verdict.
FEWERTOOLS BEST SCORE · UNIVERSAL
53/100
Watch
52 category fit · 56 stack score · auto-derived
Overkill
How we rank →
Where dbt sits on the score ladder
56
02540557085100
Score has been stable since this tool was reviewed. No pricing events logged.
Live signals · autonomous
Fetching from Hacker News + Reddit…
HN stories · last 7d · getdbt.com
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Reddit (founder subs) · 7d · getdbt.com
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Momentum impact
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Review
dbt is solid. Transform data in your warehouse with SQL. Version-controlled analytics engineering. The tool that made data teams love their jobs.
More Analytics.
Explore other tools in the same category.
Independent
No paid placements, ever.
40+ hours tested
Real projects, not demos.
Review date
Last updated April 2026.
Verdict refreshed
We revisit as tools evolve.