Decision Workspace
catboost-rust vs lightgbm-rust vs xgboost-rust
Side-by-side comparison of Rust crates
54
catboost-rust
experimentalv0.4.0
Rust bindings for CatBoost, a gradient boosting library for machine learning. Downloads CatBoost binaries at runtime for cross-platform compatibility.
42
lightgbm-rust
experimentalv0.1.1
Rust bindings for LightGBM, a gradient boosting framework. Downloads LightGBM binaries at build time for cross-platform compatibility.
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
| catboost-rust | lightgbm-rust | xgboost-rust | |
|---|---|---|---|
| Health Score | 54 | 42 | 41 |
| Total Downloads | 8.4K | 313 | 589 |
| 30d Downloads | 1.1K | 0 | 0 |
| Dependents | 0 | 0 | 0 |
| Releases | 12 | 2 | 1 |
| Last Updated | 36d ago | 197d ago | 151d ago |
| Age | 9m | 6m | 5m |
Health Breakdown
catboost-rust
Maintenance
17
Quality
15
Community
5
Popularity
5
Documentation
12
lightgbm-rust
Maintenance
9
Quality
16
Community
5
Popularity
3
Documentation
9
xgboost-rust
Maintenance
6
Quality
15
Community
5
Popularity
3
Documentation
12
Technical Details
| catboost-rust | lightgbm-rust | xgboost-rust | |
|---|---|---|---|
| Version | 0.4.0 | 0.1.1 | 0.1.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | Apache-2.0 | Apache-2.0 | Apache-2.0 |
| Dependencies | 3 | 2 | 4 |
| Crate Size | 29KB | 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 54/100, but none of the options score above 80.