Decision Workspace
autograd vs nabled vs tensorgraph-sys
Side-by-side comparison of Rust crates
47
autograd
growingv1.1.1
Tensors and differentiable operations in Rust
53
nabled
experimentalv0.0.8
A linear algebra library written in Rust with an ndarray-first architecture.
46
tensorgraph-sys
growingv0.1.11
backbone for tensorgraph, providing memory manamagement across devices
Core Metrics
| autograd | nabled | tensorgraph-sys | |
|---|---|---|---|
| Health Score | 47 | 53 | 46 |
| Total Downloads | 58.3K | 375 | 15.1K |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 15 | 3 | 12 |
| Releases | 35 | 7 | 12 |
| Last Updated | 1639d ago | 66d ago | 1601d ago |
| Age | 8y 8m | 2m | 4y 4m |
Health Breakdown
autograd
Maintenance
6
Quality
19
Community
6
Popularity
6
Documentation
10
nabled
Maintenance
10
Quality
15
Community
10
Popularity
3
Documentation
15
tensorgraph-sys
Maintenance
10
Quality
17
Community
6
Popularity
5
Documentation
8
Technical Details
| autograd | nabled | tensorgraph-sys | |
|---|---|---|---|
| Version | 1.1.1 | 0.0.8 | 0.1.11 |
| Stable (≥1.0) | ✓ Yes | ✗ No | ✗ No |
| License | non-standard | MIT OR Apache-2.0 | non-standard |
| Dependencies | 11 | 19 | 2 |
| Crate Size | 80KB | 85KB | 13KB |
| Features | 1 | 12 | 2 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2018 | 2024 | 2021 |
| MSRV | — | 1.92 | — |
| Owners | 1 | 2 | 1 |
Links
Quick Verdict
- •nabled leads with a health score of 53/100, but none of the options score above 80.
- •autograd has the most downloads (58.3K), suggesting wider adoption.
- •⚠ autograd, tensorgraph-sys have not been updated in over a year.
- •nabled, tensorgraph-sys are pre-1.0 — API may change.