Decision Workspace
amari-dual vs xad-rs vs symb_anafis
Side-by-side comparison of Rust crates
58
amari-dual
experimentalv0.23.0
Forward-mode dual number automatic differentiation for optimization workloads
57
xad-rs
experimentalv4.0.0
Exact automatic differentiation for Rust — forward-mode, reverse-mode, first- and second-order, with a unified `Real` trait for mode-agnostic numerical code
39
symb_anafis
experimentalv0.8.1
Fast symbolic differentiation library for Rust
Core Metrics
| amari-dual | xad-rs | symb_anafis | |
|---|---|---|---|
| Health Score | 58 | 57 | 39 |
| Total Downloads | 6.3K | 388 | 556 |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 206 | 0 | 0 |
| Releases | 35 | 16 | 16 |
| Last Updated | 51d ago | 6d ago | 148d ago |
| Age | 9m | 3m | 7m |
Health Breakdown
amari-dual
Maintenance
16
Quality
15
Community
12
Popularity
5
Documentation
10
xad-rs
Maintenance
19
Quality
14
Community
6
Popularity
3
Documentation
15
symb_anafis
Maintenance
13
Quality
7
Community
6
Popularity
3
Documentation
10
Technical Details
| amari-dual | xad-rs | symb_anafis | |
|---|---|---|---|
| Version | 0.23.0 | 4.0.0 | 0.8.1 |
| Stable (≥1.0) | ✗ No | ✓ Yes | ✗ No |
| License | MIT OR Apache-2.0 | AGPL-3.0-or-later | Apache-2.0 |
| Dependencies | 11 | 6 | 13 |
| Crate Size | 40KB | 126KB | 938KB |
| Features | 9 | 0 | 3 |
| Yanked % | 0.0% | 0.0% | 25.0% |
| Edition | 2021 | 2024 | 2024 |
| MSRV | — | 1.85 | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •amari-dual leads with a health score of 58/100, but none of the options score above 80.
- •amari-dual is depended on by 206 crates — strongest ecosystem trust.
- •amari-dual, symb_anafis are pre-1.0 — API may change.