Quick comparison
| # | App | Pricing | Verified price | Open source | Platforms | Verified facts | Score |
|---|
| 1 |  Gephi | Open source | — | Yes | Windows, macOS, Linux +1 | 5 of 5 | 68.8 |
| 2 |  Cytoscape | Open source | — | Yes | Windows, macOS, Linux +1 | 4 of 4 | 64.8 |
| 3 |  Neo4j | Open source | — | Yes | Windows, macOS, Linux +2 | 5 of 5 | 51.2 |
11. GephiTop pick
Best for: Researchers, journalists and analysts who need to map and measure large networks for free
Open sourceWindows, macOS, Linux, Web
Why switch from Linkurious
Free open-source desktop app for network analysis and visualization, without needing a graph database.
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
Editorial fit ×0.3100
Reviews ×0.363
Clicks (90 days) ×0.150
Freshness ×0.15100
Votes ×0.150
0 counted reviews, 0 up and 0 down votes. Full formula
2Best for: Biologists and data scientists analyzing interaction networks alongside their own data
Open sourceWindows, macOS, Linux, Web
Why switch from Linkurious
Free open-source network analysis tool with a large plugin ecosystem, popular in research.
Pros
- Large app ecosystem for clustering, statistics and domain-specific tools
- Scriptable from R and Python
- Free and open source under the LGPL
- Strong support for biological data formats and pathway databases
Cons
- Interface and terminology are geared to biology
- Many analysis features depend on installing separate apps
- Java desktop app that can be heavy on large networks
How this score is calculated
Editorial fit ×0.387
Reviews ×0.363
Clicks (90 days) ×0.150
Freshness ×0.15100
Votes ×0.150
0 counted reviews, 0 up and 0 down votes. Full formula
3Best for: Developers modelling highly connected data such as fraud, recommendations or knowledge graphs
Open sourceSelf-hostableWindows, macOS, Linux, Web, Self-hosted
Why switch from Linkurious
Teams already on Neo4j can use its own visual graph exploration tools instead of a separate investigation layer.
Pros
- Cypher makes graph queries short and readable
- Free Desktop app with import, query and visual tools
- Managed AuraDB cloud with a free tier
- Large community, courses and integrations
Cons
- Clustering and advanced security need the paid Enterprise Edition
- Desktop's bundled Enterprise licence is for local single-user use only
- Memory-hungry on large graphs
How this score is calculated
Editorial fit ×0.341
Reviews ×0.363
Clicks (90 days) ×0.150
Freshness ×0.15100
Votes ×0.150
0 counted reviews, 0 up and 0 down votes. Full formula