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Head-to-head · Graph Visualization Tools Software

Gephi vs Cytoscape Desktop

  • Updated Sep 2026
  • Both researched from official sources
  • 4 checks side by side
Higher score Gephi #2 in Graph Visualization Tools Software 8.2/10 Free plan Free plan✓ 0 of 3 features Visit Gephi
Cytoscape Desktop #5 in Graph Visualization Tools Software 7.1/10 Free plan Free plan✓ 2 of 3 features Visit Cytoscape

Gephi leads on 0 checks, Cytoscape Desktop on 2, and 2 are even. Who comes out ahead on the 4 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreGephi · 8.2/10
  • Free planboth
  • Most featuresCytoscape Desktop · 2 of 3

Gephi scores higher on our rubric for graph visualization tools software: 8.2 against 7.1 out of 10; our editors rank them #2 and #5.

Cytoscape Desktop offers interactive filtering; Gephi doesn't publish it. Cytoscape Desktop offers scripting or api; Gephi doesn't publish it.

Gephi is the better fit for large-scale network exploration and metrics. Cytoscape Desktop is the better fit for scientific and enterprise network analysis.

  • Gephi fits best

    Large-scale network exploration and metrics

  • Cytoscape Desktop fits best

    Scientific and enterprise network analysis

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Side by side

Feature Gephi 8.2/10 Visit ↗ Cytoscape Desktop 7.1/10 Visit ↗
At a glance
Editor score 8.2 7.1
Ranking #2 in Graph Visualization Tools Software #5 in Graph Visualization Tools Software
Best for Large-scale network exploration and metrics Scientific and enterprise network analysis
Pricing model Free Free
Starting price Not published Not published
Free plan ✓ ✓
Free trial — —
Deployment Cloud, Desktop, Browser extension Desktop
Platforms Web, Windows, macOS, Linux Windows, macOS, Linux
Support Community, Docs Docs
Integrations 1 integrations 1 integrations
Built for Solo, Small business Solo, Small business, Mid-market, Enterprise
Features Gephi 0/3 · Cytoscape Desktop 2/3
Interactive filtering Not published ✓ (best)
Team collaboration Not published —
Scripting or API Not published ✓ (best)
Specs
Deployment Not published Desktop
Graph data model Not published Property_graph
Export formats Not published JPG, PNG, PS, SVG, PDF; network formats include CX2, Cytoscape.js JSON, SIF, GML, XGMML, SBML, BioPAX, GraphML
Our review
Pros
  • Combines real-time visualization, layouts, filtering, and network metrics.
  • Imports graph files, spreadsheets, CSV files, and databases.
  • Exports graph formats and SVG, PDF, or PNG; plugins extend its capabilities.
  • Maps attribute values to node and edge styles, with interactive filtering.
  • Automates workflows through commands and a RESTful API.
  • Exports network views and data in a wide range of formats.
Cons
  • Its broad set of layouts and metrics may take time to learn.
  • Gephi Lite offers browser exploration, while the desktop app holds broader editing tools.
  • Support is through community resources and documentation.
  • Desktop deployment may not suit teams seeking a browser-based workspace.
  • Concurrent collaboration in a shared session file is not recommended.
  • Extensibility is centered on third-party Cytoscape apps.
Our verdict

Gephi is open-source software for exploring, analyzing, manipulating, and visualizing graph and network data. Researchers, journalists, students, and others working with complex relationships can use its desktop application for interactive…

Read the review →

Cytoscape Desktop is a free, open-source application for visualizing, analyzing, and exploring complex networks alongside attribute data. Its audience includes researchers in bioinformatics, systems biology, genomics, and proteomics, as…

Read the review →
  1. GephiGraph Visualization Tools Software 8.2Free plan
  2. Cytoscape DesktopGraph Visualization Tools Software 7.1Free plan

Strengths and trade-offs

  • Gephi — where it wins

    • Combines real-time visualization, layouts, filtering, and network metrics.
    • Imports graph files, spreadsheets, CSV files, and databases.
    • Exports graph formats and SVG, PDF, or PNG; plugins extend its capabilities.

    Where it doesn't

    • Its broad set of layouts and metrics may take time to learn.
    • Gephi Lite offers browser exploration, while the desktop app holds broader editing tools.
    • Support is through community resources and documentation.

  • Cytoscape Desktop — where it wins

    • Maps attribute values to node and edge styles, with interactive filtering.
    • Automates workflows through commands and a RESTful API.
    • Exports network views and data in a wide range of formats.

    Where it doesn't

    • Desktop deployment may not suit teams seeking a browser-based workspace.
    • Concurrent collaboration in a shared session file is not recommended.
    • Extensibility is centered on third-party Cytoscape apps.

More comparisons

All graph visualization tools software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026

Last updated · How we research and update