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Head-to-head · Graph Visualization Tools Software

KeyLines vs Cytoscape Desktop

  • Updated Sep 2026
  • Both researched from official sources
  • 4 checks side by side
Higher score KeyLines #4 in Graph Visualization Tools Software 7.2/10 Pricing on request · 21-day trial ✓ 0 of 3 features Visit KeyLines
Cytoscape Desktop #5 in Graph Visualization Tools Software 7.1/10 Free plan Free plan✓ 2 of 3 features Visit Cytoscape

KeyLines leads on 0 checks, Cytoscape Desktop on 3, and 1 is 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 scoreKeyLines · 7.2/10
  • Free planonly Cytoscape Desktop
  • Most featuresCytoscape Desktop · 2 of 3

KeyLines scores higher on our rubric for graph visualization tools software: 7.2 against 7.1 out of 10; our editors rank them #4 and #5.

Cytoscape Desktop offers free plan; KeyLines doesn't. Cytoscape Desktop offers interactive filtering; KeyLines doesn't publish it. Cytoscape Desktop offers scripting or api; KeyLines doesn't publish it.

KeyLines is the better fit for production web graph applications. Cytoscape Desktop is the better fit for scientific and enterprise network analysis.

  • KeyLines fits best

    Production web graph applications

  • Cytoscape Desktop fits best

    Scientific and enterprise network analysis

Advertiser disclosure: iTechGuides is reader-supported. We may earn a commission when you click some links. It never changes our verdict. How we rank.

Side by side

Feature KeyLines 7.2/10 Visit ↗ Cytoscape Desktop 7.1/10 Visit ↗
At a glance
Editor score 7.2 7.1
Ranking #4 in Graph Visualization Tools Software #5 in Graph Visualization Tools Software
Best for Production web graph applications Scientific and enterprise network analysis
Pricing model Paid Free
Starting price Not published Not published
Free plan — ✓ (best)
Free trial — —
Deployment Cloud, Self-hosted Desktop
Platforms Web Windows, macOS, Linux
Support Email, Docs Docs
Integrations 18 integrations 1 integrations
Built for Small business, Mid-market, Enterprise Solo, Small business, Mid-market, Enterprise
Features KeyLines 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
  • Temporal filtering, graph algorithms and combo grouping aid complex analysis.
  • Integrates with graph databases, APIs and frontend frameworks.
  • WebGL rendering, exports and self-hosted deployment support production delivery.
  • 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
  • Pricing requires contacting sales; there is no free plan.
  • The 21-day trial is time-limited.
  • Support is via email and docs rather than 24/7 coverage.
  • 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

KeyLines is a commercial JavaScript SDK for building interactive graph visualization applications. It is designed for developers and analysts working with connected data in cybersecurity, fraud detection, intelligence, security,…

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. KeyLinesGraph Visualization Tools Software 7.2Pricing on request · 21-day trial
  2. Cytoscape DesktopGraph Visualization Tools Software 7.1Free plan

Strengths and trade-offs

  • KeyLines — where it wins

    • Temporal filtering, graph algorithms and combo grouping aid complex analysis.
    • Integrates with graph databases, APIs and frontend frameworks.
    • WebGL rendering, exports and self-hosted deployment support production delivery.

    Where it doesn't

    • Pricing requires contacting sales; there is no free plan.
    • The 21-day trial is time-limited.
    • Support is via email and docs rather than 24/7 coverage.

  • 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.
  • KeyLines7.2/10 · Pricing on request · 21-day trial

    A capable web SDK for production graph apps, with broad integrations and sales-led pricing.

    Visit KeyLinesFull verdict →
  • Cytoscape Desktop7.1/10 · Free plan

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

    Visit CytoscapeFull 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