Decision Workspace
confidential-ml-pipeline vs confidential-ml-transport vs ferrolearn-core
Side-by-side comparison of Rust crates
46
confidential-ml-pipeline
experimentalv0.4.0
Multi-enclave pipeline orchestration for confidential ML inference
44
confidential-ml-transport
experimentalv0.5.0
Attestation-bound encrypted tensor transport for confidential ML inference
59
ferrolearn-core
experimentalv0.2.0
Core traits, error types, and pipeline for the ferrolearn ML framework
Core Metrics
| confidential-ml-pipeline | confidential-ml-transport | ferrolearn-core | |
|---|---|---|---|
| Health Score | 46 | 44 | 59 |
| Total Downloads | 1.2K | 1.5K | 318 |
| 30d Downloads | 676 | 808 | 318 |
| Dependents | 0 | 5 | 53 |
| Releases | 5 | 9 | 5 |
| Last Updated | 13d ago | 13d ago | 2d ago |
| Age | 1m | 1m | 22d |
Health Breakdown
confidential-ml-pipeline
Maintenance
12
Quality
14
Community
6
Popularity
4
Documentation
10
confidential-ml-transport
Maintenance
12
Quality
8
Community
8
Popularity
4
Documentation
12
ferrolearn-core
Maintenance
13
Quality
15
Community
16
Popularity
3
Documentation
12
Technical Details
| confidential-ml-pipeline | confidential-ml-transport | ferrolearn-core | |
|---|---|---|---|
| Version | 0.4.0 | 0.5.0 | 0.2.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT OR Apache-2.0 | MIT OR Apache-2.0 | MIT OR Apache-2.0 |
| Dependencies | 15 | 37 | 5 |
| Crate Size | 125KB | 144KB | 46KB |
| Features | 8 | 8 | 4 |
| Yanked % | 0.0% | 11.1% | 0.0% |
| Edition | 2021 | 2021 | 2024 |
| MSRV | — | 1.75 | 1.85 |
| Owners | 1 | 1 | 3 (team) |
Links
Quick Verdict
- •ferrolearn-core leads with a health score of 59/100, but none of the options score above 80.
- •confidential-ml-transport has the most downloads (1.5K), suggesting wider adoption.