Decision Workspace
numr vs axonml-tensor vs ha-ndarray
Side-by-side comparison of Rust crates
46
numr
experimentalv0.5.1
High-performance numerical computing with multi-backend GPU acceleration (CPU/CUDA/WebGPU)
60
axonml-tensor
experimentalv0.4.3
N-dimensional tensor operations for the Axonml ML framework
52
ha-ndarray
growingv0.5.0
A hardware-accelerated n-dimensional array
Core Metrics
| numr | axonml-tensor | ha-ndarray | |
|---|---|---|---|
| Health Score | 46 | 60 | 52 |
| Total Downloads | 408 | 969 | 11.0K |
| 30d Downloads | 257 | 462 | 125 |
| Dependents | 21 | 242 | 12 |
| Releases | 13 | 15 | 7 |
| Last Updated | 13d ago | 3d ago | 56d ago |
| Age | 1m | 2m | 2y 7m |
Health Breakdown
numr
Maintenance
12
Quality
6
Community
10
Popularity
3
Documentation
15
axonml-tensor
Maintenance
13
Quality
15
Community
13
Popularity
4
Documentation
15
ha-ndarray
Maintenance
13
Quality
15
Community
9
Popularity
5
Documentation
10
Technical Details
| numr | axonml-tensor | ha-ndarray | |
|---|---|---|---|
| Version | 0.5.1 | 0.4.3 | 0.5.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | Apache-2.0 | MIT OR Apache-2.0 | Apache-2.0 |
| Dependencies | 20 | 6 | 17 |
| Crate Size | 2.2MB | 57KB | 79KB |
| Features | 10 | 4 | 7 |
| Yanked % | 30.8% | 0.0% | 0.0% |
| Edition | 2024 | 2024 | 2021 |
| MSRV | 1.89 | 1.85 | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •axonml-tensor leads with a health score of 60/100, but none of the options score above 80.
- •ha-ndarray has the most downloads (11.0K), suggesting wider adoption.
- •axonml-tensor is depended on by 242 crates — strongest ecosystem trust.