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Project comparison
Qdrant vs Awesome Production Machine Learning
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
Qdrant
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Best matched with other platform tools.
33.5K
Stars
+2.3K
Weekly
81/100
Health
Awesome Production Machine Learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Best matched with other platform tools.
20.8K
Stars
+289
Weekly
54/100
Health
Quick Take
Adoption
Qdrant has the larger GitHub footprint with 33.5K stars.
Momentum
Qdrant is currently growing faster at +2.3K stars this week.
Maintenance
Qdrant has the stronger automated maintenance signal at 81/100. This is not a security or fit verdict.
Side-by-side evidence
Use these signals to narrow your choice, then confirm setup, license, and fit upstream.
| Signal | Qdrant | Awesome Production Machine Learning |
|---|---|---|
| Evidence status | Basic listing· 2026-10-04 09:18 UTC | Basic listing· 2026-10-04 09:18 UTC |
| GitHub stars | 33.5K | 20.8K |
| Weekly growth | +2.3K | +289 |
| Health score | Strong81/100 | Watch54/100 |
| Contributors | 173 | 210 |
| Commits per week | 39.9 | 1.5 |
| Open issues | 623 | 31 |
| Language | Rust | N/A |
| License | Apache-2.0 | MIT |
| Last commit | 2026-07-22 16:29 UTC | 2026-07-14 20:54 UTC |
| Last release | v1.18.3 | release-2026-07-01 |
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