Decision Workspace
prime-radiant vs response-validator vs truthlens
Side-by-side comparison of Rust crates
43
prime-radiant
experimentalv0.1.0
Universal coherence engine using sheaf Laplacian mathematics for AI safety, hallucination detection, and structural consistency verification in LLMs and distributed systems
44
response-validator
experimentalv0.1.0
Detect and truncate hallucinated conversation turns in LLM responses
47
truthlens
experimentalv0.6.0
AI hallucination detector — formally verified trust scoring for LLM outputs
Core Metrics
| prime-radiant | response-validator | truthlens | |
|---|---|---|---|
| Health Score | 43 | 44 | 47 |
| Total Downloads | 22 | 59 | 95 |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 0 | 1 | 0 |
| Releases | 1 | 1 | 7 |
| Last Updated | 123d ago | 55d ago | 59d ago |
| Age | 4m | 1m | 2m |
Health Breakdown
prime-radiant
Maintenance
7
Quality
13
Community
6
Popularity
2
Documentation
15
response-validator
Maintenance
10
Quality
13
Community
7
Popularity
2
Documentation
12
truthlens
Maintenance
11
Quality
15
Community
6
Popularity
2
Documentation
13
Technical Details
| prime-radiant | response-validator | truthlens | |
|---|---|---|---|
| Version | 0.1.0 | 0.1.0 | 0.6.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT OR Apache-2.0 | AGPL-3.0-only | Apache-2.0 |
| Dependencies | 51 | 5 | 6 |
| Crate Size | 424KB | 13KB | 36KB |
| Features | 22 | 0 | 2 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | 1.77 | 1.80 | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •truthlens leads with a health score of 47/100, but none of the options score above 80.