Comparison
Handy vs awesome-automl-papers
Verdict
Pick Handy when license: Handy is MIT, awesome-automl-papers is Apache-2.0; pick awesome-automl-papers when license: awesome-automl-papers is Apache-2.0, Handy is MIT.
Markdown twin · Handy alternatives · awesome-automl-papers alternatives
GraphCanon updated today
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Trust & integrity
| Signal | Handy | awesome-automl-papers |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Dormant (760d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- Handy
- A free, open source, and extensible speech-to-text application that works completely offline.
- awesome-automl-papers
- A curated list of automated machine learning papers, articles, tutorials, slides and projects
Stars
- Handy
- 26k
- awesome-automl-papers
- 4.2k
Forks
- Handy
- 2.3k
- awesome-automl-papers
- 680
Open issues
- Handy
- 167
- awesome-automl-papers
- 2
Language
- Handy
- Rust
- awesome-automl-papers
- -
Adopt for
- Handy
- -
- awesome-automl-papers
- -
Persona
- Handy
- -
- awesome-automl-papers
- -
Runtime
- Handy
- -
- awesome-automl-papers
- -
License
- Handy
- MIT
- awesome-automl-papers
- Apache-2.0
Last pushed
- Handy
- Jul 11, 2026
- awesome-automl-papers
- Jun 11, 2024
Categories
- Handy
- Vector Databases, Computer Vision, Speech & Audio
- awesome-automl-papers
- Vector Databases, Computer Vision
Trust and health
Maintenance
- Handy
- Very active (96%)
- awesome-automl-papers
- Dormant (18%)
Days since push
- Handy
- 0d
- awesome-automl-papers
- 760d
Open issues (now)
- Handy
- 167
- awesome-automl-papers
- 2
Full report
- Handy
- Trust report
- awesome-automl-papers
- Trust report
Choose Handy if…
- License: Handy is MIT, awesome-automl-papers is Apache-2.0.
- Tags unique to Handy: tauri-v2, speech-to-text, cross-platform, rust.
- Also covers Speech & Audio.
When NOT to use Handy
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
Choose awesome-automl-papers if…
- License: awesome-automl-papers is Apache-2.0, Handy is MIT.
- Tags unique to awesome-automl-papers: automl, neural-architecture-search, automated-feature-engineering, hyperparameter-optimization.
- Leaner open-issue backlog (2).
When NOT to use awesome-automl-papers
- Last GitHub push was 760 days ago (dormant maintenance, Jun 11, 2024). Validate activity before betting a new project on awesome-automl-papers.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (cjpais/Handy) · observed Jul 11, 2026
- GitHub forks (cjpais/Handy) · observed Jul 11, 2026
- Last push (cjpais/Handy) · observed Jul 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (hibayesian/awesome-automl-papers) · observed Jul 11, 2026
- GitHub forks (hibayesian/awesome-automl-papers) · observed Jul 11, 2026
- Last push (hibayesian/awesome-automl-papers) · observed Jun 11, 2024
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: Handy 26k · awesome-automl-papers 4.2k (synced Jul 11, 2026).
Common questions
- What is the difference between Handy and awesome-automl-papers?
- Handy: A free, open source, and extensible speech-to-text application that works completely offline.. awesome-automl-papers: A curated list of automated machine learning papers, articles, tutorials, slides and projects. See the comparison table for live GitHub stats and shared categories.
- When should I choose Handy over awesome-automl-papers?
- Choose Handy over awesome-automl-papers when License: Handy is MIT, awesome-automl-papers is Apache-2.0; Tags unique to Handy: tauri-v2, speech-to-text, cross-platform, rust; Also covers Speech & Audio.
- When should I choose awesome-automl-papers over Handy?
- Choose awesome-automl-papers over Handy when License: awesome-automl-papers is Apache-2.0, Handy is MIT; Tags unique to awesome-automl-papers: automl, neural-architecture-search, automated-feature-engineering, hyperparameter-optimization; Leaner open-issue backlog (2).
- When should I avoid Handy?
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- When should I avoid awesome-automl-papers?
- Last GitHub push was 760 days ago (dormant maintenance, Jun 11, 2024). Validate activity before betting a new project on awesome-automl-papers. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- Is Handy or awesome-automl-papers more popular on GitHub?
- Handy has more GitHub stars (26,254 vs 4,152). Stars measure visibility, not whether either tool fits your constraints.
- Are Handy and awesome-automl-papers open source?
- Yes - both are open-source projects on GitHub (Handy: MIT, awesome-automl-papers: Apache-2.0).
- Where can I find alternatives to Handy or awesome-automl-papers?
- GraphCanon lists graph-backed alternatives at Handy alternatives and awesome-automl-papers alternatives (Handy markdown twin, awesome-automl-papers markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, Handy or awesome-automl-papers?
- Handy: Very active. awesome-automl-papers: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for Handy and awesome-automl-papers?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Handy trust report; awesome-automl-papers trust report.