Decision Workspace
monavec-core vs qntz vs ordvec
Side-by-side comparison of Rust crates
46
monavec-core
experimentalv1.0.0
Ultra-low resource embedded vector search kernel for edge AI
64
qntz
experimentalv0.1.9
Vector quantization primitives (RaBitQ, ternary, bit packing) for ANN systems.
56
ordvec
experimentalv0.4.0
Training-free ordinal & sign quantization for vector retrieval
Core Metrics
| monavec-core | qntz | ordvec | |
|---|---|---|---|
| Health Score | 46 | 64 | 56 |
| Total Downloads | 12 | 1.0K | 1.2K |
| 30d Downloads | 0 | 0 | 1.2K |
| Dependents | 0 | 38 | 1 |
| Releases | 1 | 10 | 4 |
| Last Updated | 11d ago | 5d ago | 6d ago |
| Age | 11d | 4m | 23d |
Health Breakdown
monavec-core
Maintenance
12
Quality
17
Community
6
Popularity
1
Documentation
10
qntz
Maintenance
19
Quality
16
Community
10
Popularity
4
Documentation
15
ordvec
Maintenance
16
Quality
14
Community
7
Popularity
4
Documentation
15
Technical Details
| monavec-core | qntz | ordvec | |
|---|---|---|---|
| Version | 1.0.0 | 0.1.9 | 0.4.0 |
| Stable (≥1.0) | ✓ Yes | ✗ No | ✗ No |
| License | MIT OR Apache-2.0 | MIT OR Apache-2.0 | MIT OR Apache-2.0 |
| Dependencies | 9 | 5 | 3 |
| Crate Size | 60KB | 59KB | 166KB |
| Features | 5 | 7 | 1 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | — | 1.80 | 1.89 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •qntz leads with a health score of 64/100, but none of the options score above 80.
- •ordvec has the most downloads (1.2K), suggesting wider adoption.
- •qntz, ordvec are pre-1.0 — API may change.