Decision Workspace
miniboosts vs nanogbm vs lance-io
Side-by-side comparison of Rust crates
40
miniboosts
growingv0.4.0
MiniBoosts: A collection of boosting algorithms written in Rust 🦀
50
nanogbm
experimentalv0.7.0
A small, pure-Rust gradient boosting library (GBDT, binary classification, CPU only).
74
lance-io
stablev8.0.0
I/O utilities for Lance
Core Metrics
| miniboosts | nanogbm | lance-io | |
|---|---|---|---|
| Health Score | 40 | 50 | 74 |
| Total Downloads | 14.6K | 145 | 1.7M |
| 30d Downloads | 0 | 0 | 167.9K |
| Dependents | 0 | 0 | 566 |
| Releases | 13 | 7 | 95 |
| Last Updated | 546d ago | 35d ago | 12d ago |
| Age | 3y 5m | 1m | 2y 5m |
Health Breakdown
miniboosts
Maintenance
8
Quality
13
Community
4
Popularity
5
Documentation
10
nanogbm
Maintenance
14
Quality
12
Community
6
Popularity
3
Documentation
15
lance-io
Maintenance
19
Quality
17
Community
19
Popularity
7
Documentation
12
Technical Details
| miniboosts | nanogbm | lance-io | |
|---|---|---|---|
| Version | 0.4.0 | 0.7.0 | 8.0.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✓ Yes |
| License | MIT | MIT | Apache-2.0 |
| Dependencies | 10 | 8 | 43 |
| Crate Size | 113KB | 46KB | 186KB |
| Features | 1 | 0 | 13 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2024 | 2024 |
| MSRV | — | 1.85 | 1.91.0 |
| Owners | 1 | 1 | 7 (team) |
Links
Quick Verdict
- •lance-io leads with a health score of 74/100, but none of the options score above 80.
- •lance-io is depended on by 566 crates — strongest ecosystem trust.
- •⚠miniboosts has not been updated in over a year.
- •miniboosts, nanogbm are pre-1.0 — API may change.