label-studiovsZed Attack Proxy (ZAP)
Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.
| label-studio | Zed Attack Proxy (ZAP) | |
|---|---|---|
| Score | 80/100 | 80/100 |
| Rank in category | #1 of 3 in Data Collection | #4 of 78 in Security |
| GitHub stars | 28 575 | 16 058 |
| Stars, last 30 days | +233 | +243 |
| Stable releases, 12 months | 4 | 31 |
| Latest release | 1.23.2 · 29 Sept 2026 | w2026-10-23 · 23 Oct 2026 |
| Setup | Easy | Easy |
| Official Docker image | Yes | Yes |
| License | Apache-2.0 | Apache-2.0 |
| Main language | Typescript | Java |
Which one should you pick?
label-studio and Zed Attack Proxy (ZAP) score the same (80/100), so the choice comes down to the details below.
Zed Attack Proxy (ZAP) ships more often: 31 stable releases in the past year, against 4 for label-studio.
label-studio details →Zed Attack Proxy (ZAP) details →
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