How to Switch from Dbt Labs to Bonobo
The migration, step by step
- 1Prepare
Audit how you actually use it
List the Dbt Labs features your team touches weekly. Most teams use 20% of features for 80% of the work — those are the only ones the free alternative must cover.
- 2Prepare
Export your data first
Before anything else, export everything from Dbt Labs. Keep the export in its original format plus any open standard offered (CSV, JSON, SVG, Markdown). Do not cancel yet.
- 3Pilot
Set up the free alternative
Install or open Bonobo and recreate one small, real project from scratch — not a toy file. This surfaces gaps while switching is still cheap.
- 4Pilot
Run a two-week pilot in parallel
Do live work in Bonobo while keeping Dbt Labs read-only. Note every friction point; most disappear after the first week as muscle memory adjusts.
- 5Migrate
Migrate your assets
Move your exported files into Bonobo. Where direct import is unsupported, use the open-standard export (CSV/SVG/Markdown) or a one-time conversion — then keep the originals archived.
- 6Cut the cost
Cut the subscription
Cancel Dbt Labs at the end of the billing cycle (avoid losing access mid-cycle). Check the cancellation date against your renewal to dodge the next price increase.
Your destination: Bonobo
Bonobo
★ 1.6kA free, open-source data processing toolkit for Python — actively maintained by an open-source community and free for both personal and commercial use Positioned as a popular alternative to Dbt Labs, offering comparable core features at zero cost.
| Capability | Bonobo |
|---|---|
| Free / open source | A free, open-source data processing toolkit for Python — actively maintained by an open-source community and free for both personal and commercial use Positioned as a popular alternative to Dbt Labs, offering comparable core features at zero cost. |
| Real-time collaboration | Not mentioned in the verified description — check the project docs. |
| AI-assisted features | Not mentioned in the verified description — check the project docs. |
| Works offline / desktop app | Not mentioned in the verified description — check the project docs. |
| Self-hosted option | Not mentioned in the verified description — check the project docs. |
| Plugin / extension ecosystem | Not mentioned in the verified description — check the project docs. |
| No watermarks or limits | Not mentioned in the verified description — check the project docs. |
| Team permissions & admin | Not mentioned in the verified description — check the project docs. |
Feature rows are derived from the verified project description — treat ✓ as confirmed and check the project docs before you commit.
Not the right fit? 2 more free alternatives
A free, open-source platform for programmatically defining, scheduling, and monitoring workflows
A free, open-source platform for building data applications — actively maintained by an open-source community and free for both personal and commercial use Positioned as a popular alternative to Dbt Labs, offering comparable core features at zero cost.