head to head · open source
dbt vs perspective
dbt has 13,880 GitHub stars, 2,570 forks, 1,534 open issues and last shipped today. perspective has 11,232 stars, 1,338 forks, 39 open issues and last shipped 2 days ago. dbt leads on adoption by 24% (13,880 vs 11,232 stars). dbt is written in Rust under Apache-2.0; perspective is written in Rust under Apache-2.0. dbt has attracted 19% as many forks as stars, perspective 12%. dbt was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (analytics), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| dbt | perspective | |
|---|---|---|
| GitHub stars | ★ 14K | ★ 11K |
| License | Apache-2.0 | Apache-2.0 |
| Written in | Rust | Rust |
| Last push | 2026-09-20 | 2026-09-18 |
| Forks | ⑂ 2.6K | ⑂ 1.3K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick dbt if
- You weight community size — 14K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Rust
- You value the larger contributor base for long-term maintenance
pick perspective if
- You want the perspective feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Rust
- You evaluated both and perspective fits your workflow better
About dbt
dbt is an open source data transformation framework that lets data analysts and engineers transform their data using the same practices software engineers use to build applications, and it is aimed at analytics teams that model data inside a warehouse.
About perspective
Perspective is an interactive analytics and data visualization component for large, real time and streaming datasets, built for developers and data teams who create user configurable reports, dashboards and notebook applications on top of a high performance streaming query engine.
read the full perspective overview →
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Frequently asked questions
Is dbt or perspective more popular?
dbt has 13,880 GitHub stars and perspective has 11,232. dbt has the larger community by that measure.
Are dbt and perspective free?
Both are open source. dbt is licensed under Apache-2.0 and perspective under Apache-2.0. Neither carries a licence fee.
What is the difference between dbt and perspective?
dbt is written in Rust and perspective in Rust. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, dbt or perspective?
Choose dbt if you want the larger community (13,880 stars) or its Apache-2.0 licence terms. Choose perspective if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.