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Head-to-head · Graph Visualization Tools Software

Cytoscape Desktop vs Polinode

  • Updated Sep 2026
  • Both researched from official sources
  • 4 checks side by side
Higher score Cytoscape Desktop #5 in Graph Visualization Tools Software 7.1/10 Free plan Free plan✓ 2 of 3 features Visit Cytoscape
Polinode #6 in Graph Visualization Tools Software 6.9/10 Free plan · paid from $40/mo Free plan✓ 0 of 3 features Visit Polinode

Cytoscape Desktop leads on 2 checks, Polinode on 0, 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 scoreCytoscape Desktop · 7.1/10
  • Free planboth
  • Most featuresCytoscape Desktop · 2 of 3

Cytoscape Desktop scores higher on our rubric for graph visualization tools software: 7.1 against 6.9 out of 10; our editors rank them #5 and #6.

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

Cytoscape Desktop is the better fit for scientific and enterprise network analysis. Polinode is the better fit for workplace network and relationship analysis.

  • Cytoscape Desktop fits best

    Scientific and enterprise network analysis

  • Polinode fits best

    Workplace network and relationship analysis

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Side by side

Feature Cytoscape Desktop 7.1/10 Visit ↗ Polinode 6.9/10 Visit ↗
At a glance
Editor score 7.1 6.9
Ranking #5 in Graph Visualization Tools Software #6 in Graph Visualization Tools Software
Best for Scientific and enterprise network analysis Workplace network and relationship analysis
Pricing model Free Free plan + paid
Starting price Not published $40/mo
Free plan ✓ ✓
Free trial — —
Deployment Desktop Cloud
Platforms Windows, macOS, Linux Web
Integrations 1 integrations 5 integrations
Features Cytoscape Desktop 2/3 · Polinode 0/3
Interactive filtering ✓ (best) Not published
Team collaboration — Not published
Scripting or API ✓ (best) Not published
Specs
Deployment Desktop Not published
Graph data model Property_graph Not published
Export formats JPG, PNG, PS, SVG, PDF; network formats include CX2, Cytoscape.js JSON, SIF, GML, XGMML, SBML, BioPAX, GraphML Not published
Our review
Pros
  • 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.
  • Visualizes networks and supports analysis with 30+ metrics on paid plans
  • Combines relationship surveys with passive workplace-data integrations
  • Includes diversity analysis, influencer identification, and hidden-talent analysis
Cons
  • 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.
  • Free plan is limited to 1 user, 5 public networks, and 6 basic metrics
  • Lite and Professional plans are limited to 1 user
  • Passive data integrations are for organization-level offerings or reseller programs
Our verdict

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 →

Polinode focuses on organizational network analysis: it gathers relationship data through surveys or passive workplace-data integrations, then visualizes and analyzes how people connect and collaborate. People Analytics teams, consultants,…

Read the review →
  1. Cytoscape DesktopGraph Visualization Tools Software 7.1Free plan
  2. PolinodeGraph Visualization Tools Software 6.9Free plan · paid from $40/mo

Strengths and trade-offs

  • 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.

  • Polinode — where it wins

    • Visualizes networks and supports analysis with 30+ metrics on paid plans
    • Combines relationship surveys with passive workplace-data integrations
    • Includes diversity analysis, influencer identification, and hidden-talent analysis

    Where it doesn't

    • Free plan is limited to 1 user, 5 public networks, and 6 basic metrics
    • Lite and Professional plans are limited to 1 user
    • Passive data integrations are for organization-level offerings or reseller programs
  • Cytoscape Desktop7.1/10 · Free plan

    A free desktop tool for interactive network analysis, automation, and flexible exports.

    Visit CytoscapeFull verdict →
  • Polinode6.9/10 · Free plan · paid from $40/mo

    Maps workplace relationships through surveys and workplace-data integrations.

    Visit PolinodeFull verdict →

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