Decision Workspace
optirs-learned vs ruvector-sona vs titans_memory
Side-by-side comparison of Rust crates
46
optirs-learned
experimentalv0.3.1
OptiRS learned optimizers and meta-learning
59
ruvector-sona
experimentalv0.2.0
Self-Optimizing Neural Architecture - Runtime-adaptive learning for LLM routers with two-tier LoRA, EWC++, and ReasoningBank
59
titans_memory
experimentalv0.3.8
Titans Memory: Neural-inspired memory system for AIngle AI agents
Core Metrics
| optirs-learned | ruvector-sona | titans_memory | |
|---|---|---|---|
| Health Score | 46 | 59 | 59 |
| Total Downloads | 1.4K | 16.6K | 398 |
| 30d Downloads | 0 | 8.7K | 0 |
| Dependents | 18 | 15 | 21 |
| Releases | 10 | 11 | 6 |
| Last Updated | 60d ago | 35d ago | 78d ago |
| Age | 8m | 5m | 5m |
Health Breakdown
optirs-learned
Maintenance
16
Quality
7
Community
9
Popularity
4
Documentation
10
ruvector-sona
Maintenance
17
Quality
13
Community
9
Popularity
5
Documentation
15
titans_memory
Maintenance
15
Quality
16
Community
10
Popularity
3
Documentation
15
Technical Details
| optirs-learned | ruvector-sona | titans_memory | |
|---|---|---|---|
| Version | 0.3.1 | 0.2.0 | 0.3.8 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | Apache-2.0 | MIT OR Apache-2.0 | Apache-2.0 |
| Dependencies | 9 | 17 | 7 |
| Crate Size | 520KB | 91KB | 30KB |
| Features | 6 | 4 | 5 |
| Yanked % | 40.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | — | 1.70 | 1.83 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •ruvector-sona leads with a health score of 59/100, but none of the options score above 80.