Decision Workspace
brainwires-datasets vs hf-xet vs shuflr-cli
Side-by-side comparison of Rust crates
57
brainwires-datasets
experimentalv0.8.0
Training data pipelines for the Brainwires Agent Framework — JSONL I/O, tokenization, deduplication, format conversion
66
hf-xet
experimentalv1.5.3
Client library and tooling for the Hugging Face Xet data storage system.
48
shuflr-cli
experimentalv0.1.1
Command-line interface for shuflr (produces the `shuflr` binary)
Core Metrics
| brainwires-datasets | hf-xet | shuflr-cli | |
|---|---|---|---|
| Health Score | 57 | 66 | 48 |
| Total Downloads | 277 | 382.3K | 28 |
| 30d Downloads | 0 | 115.6K | 0 |
| Dependents | 26 | 23 | 0 |
| Releases | 8 | 5 | 2 |
| Last Updated | 101d ago | 5d ago | 74d ago |
| Age | 4m | 3m | 2m |
Health Breakdown
brainwires-datasets
Maintenance
15
Quality
15
Community
9
Popularity
3
Documentation
15
hf-xet
Maintenance
18
Quality
16
Community
15
Popularity
7
Documentation
10
shuflr-cli
Maintenance
10
Quality
15
Community
6
Popularity
2
Documentation
15
Technical Details
| brainwires-datasets | hf-xet | shuflr-cli | |
|---|---|---|---|
| Version | 0.8.0 | 1.5.3 | 0.1.1 |
| Stable (≥1.0) | ✗ No | ✓ Yes | ✗ No |
| License | MIT OR Apache-2.0 | Apache-2.0 | MIT OR Apache-2.0 |
| Dependencies | 14 | 29 | 23 |
| Crate Size | 47KB | 95KB | 70KB |
| Features | 5 | 9 | 12 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2024 | 2024 | 2024 |
| MSRV | 1.91 | — | 1.85 |
| Owners | 1 | 3 (team) | 1 |
Links
Quick Verdict
- •hf-xet leads with a health score of 66/100, but none of the options score above 80.
- •brainwires-datasets, shuflr-cli are pre-1.0 — API may change.