vinta/awesome-python
Rank #10·Top 100·All-time stars·Cached ranking snapshot·
An opinionated list of Python frameworks, libraries, tools, and resources
First read
Visible and active, but adoption proof is still thinner
vinta/awesome-python has enough public attention and recent movement to stay on the shortlist, but package usage is still partial, so the next step should be source and ecosystem validation rather than a quick yes.
Visible
314K public stars in the current GitStar snapshot.
Long-term anchor
Active
Last commit Aug 5, 2026.
Fresh activity
Adopted
Treat stars as discovery context until a linked package appears.
No linked package mapping
Confidence
One or more key signals are partial, so GitStar keeps the interpretation conservative.
Partial snapshot
Snapshot facts
- 314K stars
- 28.5K forks
- Last commit Aug 5, 2026
- Package usage not mapped yet
Compare lens
avelino/awesome-go and fffaraz/awesome-cpp are the closest comparison targets GitStar found. A side-by-side comparison usually tells you more than a single raw rank.
Signal trail
Trajectory
Read the recent motion first. This block is for deciding whether the repository still looks alive, compounding, or flattening before you trust stars alone.
Daily momentum
+157
Weekly momentum
+1.1K
Monthly momentum
Recent momentum is not captured
Last commit
Aug 5, 2026
Package reality
No linked npm or PyPI package is mapped for this repository yet, so the page leans more heavily on GitHub-visible popularity and should be read more conservatively.
GitStar expects a package signal here, but no npm or PyPI package is linked to this repository yet.
Hype vs Reality
Insufficient Package Data
Package mapping
No linked package yet
Cross-links
Standalone repo read
Validation note
GitStar can summarize public signals for vinta/awesome-python, but the GitHub repository is still the primary place to confirm release cadence, issue activity, and maintainer intent.
🦕Living Fossil🚀Escape Velocity
🛡️ Editorial Context
GitStar surfaces public popularity and package signals. These rankings are not endorsements, security reviews, or investment advice.
Why this rank
This repository stands out because it combines 157 daily momentum and fresh update.
157 daily momentumFresh updateHigh lifetime stars
📈 Momentum & Adoption Signals
Approximate star trajectory
Reconstructed from current stars and cached daily/weekly/monthly deltas.
Now: 314K
Daily momentum
+157
Weekly momentum
+1.1K
Monthly momentum
No signal
Signal mix (log-scaled for readability)
Current stars314K
🧭 Hype vs Reality
Insufficient Package DataGitStar can see repository momentum, but it does not have a reliable linked package signal yet.
Treat stars and recent movement as discovery context only until npm or PyPI usage is available.
Status
Insufficient Package Data
Package footprint
No linked npm or PyPI usage signal
Method note
This label appears when GitStar cannot find strong enough package telemetry to compare attention against adoption. Compare it against other Python repos before treating stars as a moat.
Related alternative
avelino/awesome-go
Shares the awesome-lists category footprint with vinta/awesome-python, so the comparison is closer to a same-problem decision than a same-language coincidence.
Related alternative
fffaraz/awesome-cpp
Shares the awesome-lists category footprint with vinta/awesome-python, so the comparison is closer to a same-problem decision than a same-language coincidence.
Related alternative
vsouza/awesome-ios
Shares the awesome-lists category footprint with vinta/awesome-python, so the comparison is closer to a same-problem decision than a same-language coincidence.
Related alternative
akullpp/awesome-java
Shares the awesome-lists category footprint with vinta/awesome-python, so the comparison is closer to a same-problem decision than a same-language coincidence.
Research links
Cross-links
Compare against related repos
GitStar picked awesome-go + awesome-cpp as the closest next comparison from the related repository set.
Repo utility
Embed Badge
Preview:
Markdown
[](https://gitstar.space/repo/vinta/awesome-python)HTML
<a href="https://gitstar.space/repo/vinta/awesome-python"><img src="https://gitstar.space/api/badge/vinta/awesome-python" alt="GitStar"></a>Styles:
Wider nearby ecosystem
Go
181.1K starsavelino/awesome-go
A curated list of awesome Go frameworks, libraries and software
Unknown
72.8K starsfffaraz/awesome-cpp
A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.
Swift
53.1K starsvsouza/awesome-ios
A curated list of awesome iOS ecosystem, including Objective-C and Swift Projects
Unknown
48.7K starsakullpp/awesome-java
A curated list of awesome frameworks, libraries and software for the Java programming language.
Unknown
32.6K starsziadoz/awesome-php
A curated list of amazingly awesome PHP libraries, resources and shiny things.
Dart
60.9K starsSolido/awesome-flutter
An awesome list that curates the best Flutter libraries, tools, tutorials, articles and more.
Next step after the validation read
Move into a compare preset, organization view, or the heuristic notes once this first fold tells you whether the repo looks visible, active, adopted, and credible enough to keep researching.
Learn and methodology
Keep trust-building context reachable, but behind the first data read instead of ahead of it.
About This Page
This page provides a quick overview of vinta/awesome-python based on GitStar's cached data. The signal chart reconstructs approximate checkpoints from current stars plus cached daily, weekly, and monthly star deltas, so it is best read as directional context rather than as a precise historical audit log.
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