Compare is the decision workspace
Visibility winner
Significant-Gravitas/AutoGPT
182.9K stars
Use this as the long-horizon mindshare read, not as the final answer.
Freshness winner
Significant-Gravitas/AutoGPT
+100 in the weekly window
Last commit Mar 28, 2026
Adoption winner
FoundationAgents/AFlow
Package mapping still partial
GitStar keeps the comparison directional when linked package telemetry is missing.
Data completeness
Comparison confidence
0/3 package links
2/3 repos have weekly momentum in the current snapshot.
Set the comparison frame before you read the verdict.
Compare up to three repositories with comma-separated owner/repo names. GitStar keeps missing package or momentum data explicit instead of flattening it into a false zero.
Visibility and freshness are readable here, but adoption proof is still uneven.
Significant-Gravitas/AutoGPT currently leads on long-horizon mindshare with the strongest star base in this comparison. Package mapping is still partial, so this comparison cannot declare a clean adoption winner yet.
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.
Significant-Gravitas/AutoGPT 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.
Significant-Gravitas/AutoGPT has the strongest current movement signal in this set.
Weekly movement is +100 in the weekly window.
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.
🔥🔥🔥 ICLR 2025 Oral. Automating Agentic Workflow Generation.
- 484 stars
- 84 forks
- Last commit Dec 25, 2025
- No linked package mapping yet
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
- 182.9K stars
- 46.2K forks
- Last commit Mar 28, 2026
- No linked package mapping yet
Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
- 146.3K stars
- 8.7K forks
- Last commit Mar 28, 2026
- No linked package mapping yet