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Instead of Matplotlib

Matplotlib alternatives

Matplotlib gives Python users a free library for static, animated, and interactive visualizations. It supports publication-quality plots, zooming, panning, live updates, detailed style and layout control, and export to many file formats. You can place figures in JupyterLab or graphical user interfaces, use Python lists and NumPy arrays, and draw on related packages such as seaborn, HoloViews, plotnine, Cartopy, and WCSAxes. Official wheels support macOS, Windows, and Linux, with web and self-hosted use also identified.

  1. 1

    Metabase

    by Metabase
    Free plan Open source Self-hosted

    Self-hosted dashboards with governed, live analytics — Metabase adds real-time dashboards, row-level security, scheduled reports, and embedded analytics beyond Matplotlib's plotting library.

    8.8 Free plan · paid from $6/user/mo · 14-day trial Visit site
  2. 2

    Datawrapper

    by Datawrapper
    Free plan Open source AndroidAPIiPhone+5

    Web-published charts, maps, and tables — Datawrapper is a web app with 25 interactive visualization types, maps, tables, and more than 4,000 basemaps.

    9.2 Free plan · paid from $21/user/mo Visit site
  3. 3

    Apache Superset

    by Apache Superset
    Free plan APILinuxSelf-hosted+1

    Open-source, self-hosted data exploration — Apache Superset provides self-hosted exploration with natural-language queries, row-level security, scheduled reports, and embedded analytics.

    7.7 Free plan Visit site
  4. 4

    Plotly

    Free plan Self-hosted

    Interactive dashboards connected to many databases — Plotly adds interactive dashboards, scheduled refresh, embedding, and connectors for databases including Snowflake, BigQuery, and PostgreSQL.

    7.2 Free plan · paid from $29/user/mo Visit site
  5. 5

    Kibana

    by Kibana
    Free plan Web

    Elasticsearch-centered operational analytics — Kibana focuses on interactive, embedded analysis across Elasticsearch, Elastic Stack telemetry, cloud services, logs, metrics, and traces.

    7.2 Free plan · paid from $99/mo · 14-day trial Visit site
  6. 6

    Redash

    Free plan APILinuxSelf-hosted+1

    Open-source querying and shared dashboards — Redash combines a query editor, many data-source connectors, interactive visualizations, multi-source dashboards, URL sharing, and embedded widgets.

    7.6 Open source Visit site
  7. 7

    Flourish

    by Flourish
    Free plan APIExtensionSelf-hosted+1

    No-code interactive stories and visual publishing — Flourish offers no-code charts, maps, storytelling templates, responsive embeds, project URLs, and recurring updates from public CSV files.

    7.6 Free plan Visit site
  8. 8

    Avidemux

    Free plan Open source LinuxMacWeb+1
    8.5 Free plan Visit site
  9. 9

    Infogram

    by Infogram
    Free plan AndroidAPIExtension+2
    7.6 Free plan · paid from $19/mo (annual) Visit site
  10. 10

    Databox

    by Databox
    Free plan AndroidAPIiPhone+1
    7.6 Free plan · paid from $71/mo (annual) · 14-day trial Visit site
  11. 11

    Bokeh

    Free plan LinuxMacWeb+1
    7.5 Free plan Visit site
  12. 12

    amCharts

    by amCharts
    Free plan APISelf-hostedWeb
    7.4 Free plan · paid from $80/user/yr Visit site
  13. 13

    Highcharts Maps

    by Highcharts Maps
    Free plan AndroidAPIiPhone+2
    7.4 From $128/user Visit site
  14. 14

    OpenSearch

    by OpenSearch
    Free plan APILinuxMac+3
    7.4 Open source Visit site
  15. 15

    CanvasJS

    by CanvasJS
    Free plan AndroidiPhoneLinux+4
    7.4 Free plan · paid from $299/user · 30-day trial Visit site
  16. 16

    Tableau

    by Tableau
    Free plan Self-hosted
    7.3 Free plan · paid from $15/user/mo (annual) Visit site
  17. 17

    Yandex DataLens

    by Yandex DataLens
    Free plan APIWeb
    7.3 Free plan · 30-day trial Visit site
  18. 18

    Vega and Vega-Lite

    Free plan APILinuxWeb
    7.3 Free plan Visit site
  19. 19

    Google Charts

    Free plan AndroidiPhoneWeb
    7.3 Free plan Visit site
  20. 20

    LabPlot

    Free plan LinuxMacWindows
    7.3 Free plan Visit site
  21. 21

    Gephi

    by Gephi
    Free plan LinuxMacWeb+1
    7.3 Free plan Visit site
  22. 22

    Dashbuilder

    Free plan APILinuxSelf-hosted+1
    7.3 Open source Visit site
  23. 23

    AnyChart

    by AnyChart
    Free plan AndroidAPIiPhone+5
    7.3 From $49 Visit site
  24. 24

    Data Studio

    Free plan Web
    7.2 Free plan · paid from $9/user/mo · 30-day trial Visit site

Alternatives become relevant when you need browser-first dashboards, direct database connections, scheduled reports, embedded analytics, no-code authoring, or simpler publishing. Matplotlib's documented runtime dependencies require Python 3.11 or newer, and extra components may be needed for some GUI frameworks, LaTeX rendering, animation saving, and additional formats. When comparing tools, consider whether you need a dashboard product or a Python plotting library, how data enters the workflow, how results are shared, and whether paid plans fit your budget. Matplotlib's free price and fine-grained customization remain important advantages for code-centered work.

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