Compare is the decision workspace
Visibility winner
public-apis/public-apis
416.9K stars
Use this as the long-horizon mindshare read, not as the final answer.
Freshness winner
Robbyant/lingbot-world
Momentum not captured in this snapshot
Last commit Apr 10, 2026
Adoption winner
Robbyant/lingbot-world
Package mapping still partial
GitStar keeps the comparison directional when linked package telemetry is missing.
Data completeness
Comparison confidence
0/3 package links
0/3 repos have weekly momentum in the current snapshot.
Pick the decision set
Compare up to three repositories with comma-separated owner/repo names. GitStar will keep missing package or momentum data explicit instead of flattening it into a false zero.
Confidence state
GitStar keeps cross-repository gaps visible. Missing package mappings or partial momentum data lower confidence, but they do not stop the page from showing a directional read.
public-apis/public-apis currently leads on long-horizon mindshare with the strongest star base in this comparison.
Stars are strongest at showing durable visibility, not direct production fit.
Robbyant/lingbot-world has the strongest current movement signal in this set.
Recent movement is missing from the current cache, so freshness falls back to commit recency.
Package mapping is still partial, so this comparison cannot declare a clean adoption winner yet.
Treat this as a directional evaluation and verify ecosystem usage directly from package registries.
All compared repos live in the Python ecosystem, but they do not cleanly share the same category footprint.
Treat this as a directional stack comparison and verify the actual problem each repo solves.
Advancing Open-source World Models
- 3.5K stars
- 302 forks
- Last commit Apr 10, 2026
- No linked package mapping yet
A collective list of free APIs
- 416.9K stars
- 45.2K forks
- Last commit Mar 18, 2026
- No linked package mapping yet
:books: Freely available programming books
- 384.6K stars
- 66.1K forks
- Last commit Mar 24, 2026
- No linked package mapping yet