Decision Workspace
catboost-rust vs lightgbm-rust vs xgboost-rust
Side-by-side comparison of Rust crates
52
catboost-rust
experimentalv0.3.7
Rust bindings for CatBoost, a gradient boosting library for machine learning. Downloads CatBoost binaries at runtime for cross-platform compatibility.
43
lightgbm-rust
experimentalv0.1.1
Rust bindings for LightGBM, a gradient boosting framework. Downloads LightGBM binaries at build time for cross-platform compatibility.
43
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
| catboost-rust | lightgbm-rust | xgboost-rust | |
|---|---|---|---|
| Health Score | 52 | 43 | 43 |
| Total Downloads | 6.4K | 182 | 311 |
| 30d Downloads | 514 | 50 | 120 |
| Dependents | 0 | 0 | 0 |
| Releases | 10 | 2 | 1 |
| Last Updated | 46d ago | 138d ago | 92d ago |
| Age | 7m | 4m | 3m |
Health Breakdown
catboost-rust
Maintenance
16
Quality
14
Community
5
Popularity
5
Documentation
12
lightgbm-rust
Maintenance
10
Quality
16
Community
5
Popularity
3
Documentation
9
xgboost-rust
Maintenance
8
Quality
15
Community
5
Popularity
3
Documentation
12
Technical Details
| catboost-rust | lightgbm-rust | xgboost-rust | |
|---|---|---|---|
| Version | 0.3.7 | 0.1.1 | 0.1.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | Apache-2.0 | Apache-2.0 | Apache-2.0 |
| Dependencies | 5 | 2 | 4 |
| Crate Size | 30KB | 18KB | 41KB |
| Features | 1 | 2 | 2 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2024 | 2021 | 2021 |
| MSRV | 1.85 | 1.70 | 1.70 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •catboost-rust leads with a health score of 52/100, but none of the options score above 80.