
1. GephiTop pick
Best for: Researchers, journalists and analysts who need to map and measure large networks for free
66.5
score / 100
Why switch from Kumu
Free desktop tool with far stronger graph algorithms for large datasets, though harder to share.
Pros
- Handles very large graphs with fast layout algorithms
- Built-in community detection and centrality metrics
- Exports publication-ready PNG, PDF and SVG
- Free and open source, with a browser-based Gephi Lite
Cons
- Steep learning curve for newcomers
- Java desktop app that can feel dated and unstable
- No real-time collaboration
How this score is calculated
0 counted reviews, 0 up and 0 down votes. Full formula
