Decision Workspace
smelt-ml vs treeboost vs xgboost-rust
Side-by-side comparison of Rust crates
48
smelt-ml
experimentalv1.3.0
Machine learning framework with spatial modeling, conformal prediction, and gradient boosting competitive with C++
43
treeboost
experimentalv0.1.0
High-performance Gradient Boosted Decision Tree engine for large-scale tabular data
41
xgboost-rust
experimentalv0.1.0
Rust bindings for XGBoost, a gradient boosting library for machine learning. Downloads XGBoost binaries at build time for cross-platform compatibility.
Core Metrics
| smelt-ml | treeboost | xgboost-rust | |
|---|---|---|---|
| Health Score | 48 | 43 | 41 |
| Total Downloads | 660 | 151 | 589 |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 33 | 0 | 0 |
| Releases | 26 | 2 | 1 |
| Last Updated | 50d ago | 137d ago | 151d ago |
| Age | 1m | 4m | 5m |
Health Breakdown
smelt-ml
Maintenance
13
Quality
12
Community
10
Popularity
3
Documentation
10
treeboost
Maintenance
10
Quality
11
Community
6
Popularity
3
Documentation
13
xgboost-rust
Maintenance
6
Quality
15
Community
5
Popularity
3
Documentation
12
Technical Details
| smelt-ml | treeboost | xgboost-rust | |
|---|---|---|---|
| Version | 1.3.0 | 0.1.0 | 0.1.0 |
| Stable (≥1.0) | ✓ Yes | ✗ No | ✗ No |
| License | MIT | Apache-2.0 | Apache-2.0 |
| Dependencies | 9 | 30 | 4 |
| Crate Size | 2.1MB | 606KB | 41KB |
| Features | 0 | 5 | 2 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2024 | 2021 | 2021 |
| MSRV | — | — | 1.70 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •smelt-ml leads with a health score of 48/100, but none of the options score above 80.
- •treeboost, xgboost-rust are pre-1.0 — API may change.