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Business Operations

Best Data Visualization Libraries Software in 2026

Data visualization libraries give software developers components for building charts and other visual displays. This list helps you compare library specifications before choosing a tool.

  1. 01 AnyChart

    AnyChart suits developers adding interactive charts or dashboards to web, desktop, or mobile projects.

    From $41.58/mo Free plan Web · Windows · macOS · Linux
    9.2 Visit Specs
  2. 02 amCharts

    It suits developers building web charts, maps, financial visualizations, or Gantt views, including teams using the listed JavaScript frameworks.

    From $6.67/mo Free plan Web · API · Self-hosted
    9.0 Visit Specs
  3. 03 ApexCharts
    From $16.58/mo Free plan Web · Self-hosted
    8.7 Visit Specs
  4. 04 Highcharts Maps
    From $10.67/mo Free trial Web · iOS · Android · API
    8.6 Visit Specs
  5. 05 Bokeh
    Free plan Web · Windows · macOS · Linux
    8.4 Visit Specs
  6. 06 Plotly

    Plotly suits people building interactive charts, dashboards, or internal data applications, from individual creators to organisations needing self-hosted deployment.

    From $24.17/mo Free plan Self-hosted
    8.4 Visit Specs
  7. 07 Chart.js
    Free plan Web · Self-hosted
    8.2 Visit Specs
  8. 08 Matplotlib

    Matplotlib suits Python users who need configurable plots for notebooks, graphical interfaces, or export to file formats.

    Free plan Web · Windows · macOS · Linux
    8.2 Visit Specs
  9. 09 Google Charts
    Free plan Web · iOS · Android
    8.1 Visit Specs
  10. 10 D3.js
    Free plan Web · Self-hosted
    7.9 Visit Specs
  11. 11 VTK
    Free plan Web · Windows · macOS · Linux
    7.8 Visit Specs
  12. 12 Vega and Vega-Lite
    Free plan Web · Linux · API
    7.7 Visit Specs
  13. 13 FusionCharts
    From $158.25/mo Free trial Web
    7.4 Visit Specs
  14. 14 ZingChart
    Free plan Web
    6.6 Visit Specs
  15. 15 AG Charts
    Web
    6.2 Visit Specs
  16. 16 Apache ECharts
    Web
    5.9 Visit Specs
  17. 17 Graphic
    Web · Windows · macOS · Linux
    5.9 Visit Specs
  18. 18 Frappe Charts
    Web
    5.8 Visit Specs
  19. 19 dygraphs
    Web
    5.7 Visit Specs
  20. 20 Perspective
    Web · Windows · macOS · Linux
    5.7 Visit Specs
  21. 21 Vega-Altair
    Web · Windows · macOS · Linux
    5.6 Visit Specs
  22. 22 Swift Charts
    macOS · iOS
    5.5 Visit Specs
  23. 23 Seaborn
    5.2 Visit Specs
How this list is ordered. Specifiction scores each tool on how fully its maker documents it, whether its prices are published, where the research puts it, the platforms it runs on and whether it can be tried for free (how we rank). Makers can also buy a numbered place (how Specifiction is paid for).

Use the list to examine pricing, framework support, chart varieties, rendering approaches, interactivity, export options, licensing and platforms including web, self-hosted, macOS, Linux, Windows and iOS.

Compare AnyChart and amCharts Get a place on this list

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