qdrantvsUnderstudy
Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.
| qdrant | Understudy | |
|---|---|---|
| Score | 82/100 | 48/100 |
| Rank in category | #1 of 5 in Vector Database | #110 of 209 in AI Agents |
| GitHub stars | 35 304 | 465 |
| Stars, last 30 days | +501 | +0 |
| Stable releases, 12 months | 14 | 0 |
| Latest release | v1.20.0 · 21 Oct 2026 | — |
| Setup | Moderate | Moderate |
| Official Docker image | Yes | No |
| License | Apache-2.0 | MIT |
| Main language | Rust | Typescript |
Which one should you pick?
qdrant scores 82/100 against 48/100 for Understudy, so it is the safer default.
qdrant ships more often: 14 stable releases in the past year, against 0 for Understudy.
qdrant is growing faster right now (+501 stars in 30 days).
qdrant details →Understudy details →