Comparison
awesome vs upgini
Verdict
Pick awesome when license: awesome is CC0-1.0, upgini is BSD-3-Clause; pick upgini when license: upgini is BSD-3-Clause, awesome is CC0-1.0.
Markdown twin · awesome alternatives · upgini alternatives
GraphCanon updated today
Trust & integrity
| Signal | awesome | upgini |
|---|---|---|
| Maintenance | Active (11d since push) As of today · github_public_v1 | Very active (4d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | 27 low (27 low) As of today · osv@v1 |
Tagline
- awesome
- 😎 Curated list of awesome topics including hardware resources
- upgini
- Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & comme
Stars
- awesome
- 484k
- upgini
- 354
Forks
- awesome
- 36k
- upgini
- 26
Open issues
- awesome
- 92
- upgini
- 1
Language
- awesome
- -
- upgini
- Python
Adopt for
- awesome
- -
- upgini
- -
Persona
- awesome
- -
- upgini
- -
Runtime
- awesome
- -
- upgini
- -
License
- awesome
- CC0-1.0
- upgini
- BSD-3-Clause
Last pushed
- awesome
- Jun 30, 2026
- upgini
- Jul 7, 2026
Categories
- awesome
- LLM Frameworks
- upgini
- Computer Vision, Data & Retrieval, LLM Frameworks
Trust and health
Maintenance
- awesome
- Active (82%)
- upgini
- Very active (96%)
Days since push
- awesome
- 11d
- upgini
- 4d
Open issues (now)
- awesome
- 92
- upgini
- 1
Owner type
- awesome
- User
- upgini
- Organization
Security scan
- awesome
- No lockfile
- upgini
- 27 low (27 low)
Full report
- awesome
- Trust report
- upgini
- Trust report
Choose awesome if…
- License: awesome is CC0-1.0, upgini is BSD-3-Clause.
- Tags unique to awesome: awesome-list, resources.
- More GitHub stars (484k vs 354) - visibility, not fit.
When NOT to use awesome
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose upgini if…
- License: upgini is BSD-3-Clause, awesome is CC0-1.0.
- Tags unique to upgini: automated-feature-engineering, automl, automl-pipeline, chatgpt.
- Also covers Computer Vision, Data & Retrieval.
- upgini ships Docker support for self-hosted deployment.
When NOT to use upgini
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (sindresorhus/awesome) · observed Jul 11, 2026
- GitHub forks (sindresorhus/awesome) · observed Jul 11, 2026
- Last push (sindresorhus/awesome) · observed Jun 30, 2026
- License file (CC0-1.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (upgini/upgini) · observed Jul 11, 2026
- GitHub forks (upgini/upgini) · observed Jul 11, 2026
- Last push (upgini/upgini) · observed Jul 7, 2026
- License file (BSD-3-Clause) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: awesome 484k · upgini 354 (synced Jul 11, 2026).
Common questions
- What is the difference between awesome and upgini?
- awesome: 😎 Curated list of awesome topics including hardware resources. upgini: Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & comme. See the comparison table for live GitHub stats and shared categories.
- When should I choose awesome over upgini?
- Choose awesome over upgini when License: awesome is CC0-1.0, upgini is BSD-3-Clause; Tags unique to awesome: awesome-list, resources; More GitHub stars (484k vs 354) - visibility, not fit.
- When should I choose upgini over awesome?
- Choose upgini over awesome when License: upgini is BSD-3-Clause, awesome is CC0-1.0; Tags unique to upgini: automated-feature-engineering, automl, automl-pipeline, chatgpt; Also covers Computer Vision, Data & Retrieval; upgini ships Docker support for self-hosted deployment.
- When should I avoid awesome?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- When should I avoid upgini?
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is awesome or upgini more popular on GitHub?
- awesome has more GitHub stars (484,026 vs 354). Stars measure visibility, not whether either tool fits your constraints.
- Are awesome and upgini open source?
- Yes - both are open-source projects on GitHub (awesome: CC0-1.0, upgini: BSD-3-Clause).
- Where can I find alternatives to awesome or upgini?
- GraphCanon lists graph-backed alternatives at awesome alternatives and upgini alternatives (awesome markdown twin, upgini 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, awesome or upgini?
- awesome: Active. upgini: Very active. 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 awesome and upgini?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: awesome trust report; upgini trust report.