Decision Workspace
volta vs ghost-flow vs gtensor
Side-by-side comparison of Rust crates
48
volta
experimentalv0.3.0
A PyTorch-like Machine Learning framework.
50
ghost-flow
experimentalv1.7.0
Complete machine learning framework in Rust - tensors, neural networks, 85+ ML algorithms, GPU acceleration, WASM, FFI, model serving, compiler optimizations, distributed training, and 8 hardware accelerators - all included by default
45
gtensor
growingv1.0.0
Reverse-mode autodifferentiation of computational graphs with tensors and more for machine learning.
Core Metrics
| volta | ghost-flow | gtensor | |
|---|---|---|---|
| Health Score | 48 | 50 | 45 |
| Total Downloads | 285 | 141 | 5.1K |
| 30d Downloads | 15 | 12 | 6 |
| Dependents | 0 | 0 | 0 |
| Releases | 3 | 8 | 4 |
| Last Updated | 65d ago | 67d ago | 851d ago |
| Age | 5m | 2m | 3y 3m |
Health Breakdown
volta
Maintenance
15
Quality
13
Community
5
Popularity
3
Documentation
12
ghost-flow
Maintenance
9
Quality
19
Community
6
Popularity
3
Documentation
13
gtensor
Maintenance
4
Quality
18
Community
6
Popularity
4
Documentation
13
Technical Details
| volta | ghost-flow | gtensor | |
|---|---|---|---|
| Version | 0.3.0 | 1.7.0 | 1.0.0 |
| Stable (≥1.0) | ✗ No | ✓ Yes | ✓ Yes |
| License | MIT | MIT OR Apache-2.0 | MIT OR Apache-2.0 |
| Dependencies | 14 | 10 | 12 |
| Crate Size | 188KB | 23KB | 28KB |
| Features | 3 | 12 | 0 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2024 | 2021 | 2021 |
| MSRV | 1.89.0 | — | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •ghost-flow leads with a health score of 50/100, but none of the options score above 80.
- •gtensor has the most downloads (5.1K), suggesting wider adoption.
- •⚠ gtensor has not been updated in over a year.
- •volta is pre-1.0 — API may change.