Best Matplotlib Alternatives in 2026
The top Matplotlib alternatives are Tableau, Data Studio and Looker: 15 data visualization software our editors would look at instead of Matplotlib, in our ranking order.
Matplotlib: A highly customizable Python plotting library for charts, notebooks, and scientific work. Where it falls short: requires python-based plotting rather than a no-code workflow.
Switching from Matplotlib? For most data visualization software buyers the best Matplotlib alternative is Tableau, built for enterprise BI and governed analytics. Plotly offers the most viewer limit (10 viewers).
Why People Look for a Matplotlib Alternative
- Requires Python-based plotting rather than a no-code workflow
- Not positioned as a hosted dashboard service
- No published scheduling or collaboration features
Quick Picks by What You Need
- Best overallTableau9.4
Enterprise BI and governed analytics
Visit Tableau - Lowest priceTableau9.4
Paid plans from $15/user/mo
Visit Tableau - Best free optionTableau9.4
Has a free plan
Visit Tableau - Most viewer limitPlotly8.6
10 viewers
Visit Plotly
All 15 Matplotlib Alternatives, Ranked
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
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Best forEnterprise BI and governed analytics
- Better than Matplotlib:
- Editor score 9.4 vs 8.4
A broad BI platform for governed analytics, visualization, and embedded insights.
9.4/10★★★★★Visit Tableau -
Best forLow-cost cloud dashboards
- Better than Matplotlib:
- Editor score 9.2 vs 8.4
A low-cost cloud dashboard tool with broad connectors and useful sharing controls.
9.2/10★★★★★Visit Data Studio -
Best forGoverned semantic-model analytics teams
- Better than Matplotlib:
- Editor score 9.1 vs 8.4
A governed analytics platform for teams that need consistent metrics and embedded insights.
9.1/10★★★★★Visit Looker -
Best forSelf-hosted teams wanting broad BI features
- Better than Matplotlib:
- Editor score 8.8 vs 8.4
A broad self-hosted BI toolkit for teams comfortable operating their own environment.
8.8/10★★★★☆Try Apache Superset -
Best forAffordable self-hosted or embedded BI
- Better than Matplotlib:
- Editor score 8.7 vs 8.4
A flexible BI option with free self-hosting, SQL, dashboards, and embedded analytics.
8.7/10★★★★☆Visit Metabase -
Best forDevelopers building interactive visual apps
- Better than Matplotlib:
- Editor score 8.6 vs 8.4
A flexible choice for developers building interactive charts, maps, dashboards, and data apps.
- Scheduled refresh
- Embedded dashboards
8.6/10★★★★☆Visit Plotly -
Best forObservability data visualization teams
- Better than Matplotlib:
- Editor score 8.5 vs 8.4
A strong choice for interactive observability dashboards, maps, alerts, and Elasticsearch exploration.
- Embedded dashboards
8.5/10★★★★☆Visit Kibana -
Best forSQL-centric self-hosted analytics
A flexible SQL-first dashboard tool for teams comfortable with self-hosted analytics.
- Scheduled refresh
- Embedded dashboards
8.3/10★★★★☆Visit Redash -
Best forInteractive storytelling and scrollytelling
A web-focused tool for interactive charts, stories and scrollytelling.
8.2/10★★★★☆Visit Flourish -
Best forPublishers creating charts, maps, and tables
An accessible visualization tool with free publishing and paid team features.
8.1/10★★★★☆Visit Datawrapper -
Best forBranded interactive reports and infographics
A flexible choice for branded, interactive reports, charts, maps, and infographics.
8.0/10★★★★☆Visit Infogram -
Best forEstablished teams needing embedded KPI dashboards
A capable embedded dashboard platform with broad connections, but a high entry price.
7.9/10★★★★☆Visit Klipfolio -
Best forLow-cost cloud dashboards with many connectors
A low-cost cloud dashboard tool with broad connectors, SQL modeling, and a free plan.
- Scheduled refresh
- Embedded dashboards
7.8/10★★★★☆Try Yandex DataLens -
Best forEmbedded white-label analytics
A broad embedded analytics platform for teams needing tenant-aware dashboards and data workflows.
7.7/10★★★★☆Visit ClicData -
Best forDevelopers building interactive web visualizations
A flexible developer charting library with broad visualization coverage and a capable free plan.
- Embedded dashboards
7.6/10★★★★☆Visit amCharts
Matplotlib Alternatives: Common Questions
What is the best alternative to Matplotlib?
Tableau: #1 in our Data Visualization Software ranking, with an editor score of 9.4 out of 10. A broad BI platform for governed analytics, visualization, and embedded insights.
Is there a free alternative to Matplotlib?
Yes. Tableau, Data Studio, Apache Superset, Metabase and Plotly have a free plan or a free tier (13 of the 15 alternatives on this page).
What is the cheapest paid alternative to Matplotlib?
Of the alternatives here that publish a price, Tableau starts lowest, at $15/user/mo.
Why do people look for Matplotlib alternatives?
Requires Python-based plotting rather than a no-code workflow; Not positioned as a hosted dashboard service; No published scheduling or collaboration features.
Which Matplotlib alternative has the most viewer limit?
Plotly, with 10 viewers.
How do I switch from Matplotlib?
Export your data from Matplotlib (most tools have an export in their settings). Sign up for the alternative; start on its free plan or trial if it has one. Import your export and set up the integrations your team relies on. Run both side by side for a short while, then cancel Matplotlib.
How to Switch from Matplotlib
- Export your data from Matplotlib (most tools have an export in their settings).
- Sign up for the alternative; start on its free plan or trial if it has one.
- Import your export and set up the integrations your team relies on.
- Run both side by side for a short while, then cancel Matplotlib.
Matplotlib vs Each Alternative
| # | Tool | Free plan | Paid from | Score |
|---|---|---|---|---|
| 8 | Matplotlib | Yes | Free | 8.4 |
| 1 | Tableau | Yes | $15/user/mo | 9.4 |
| 2 | Data Studio | Yes | 9.2 | |
| 3 | Looker | No | 9.1 | |
| 4 | Apache Superset | Yes | Free | 8.8 |
| 5 | Metabase | Yes | $65/user/yr | 8.7 |
| 6 | Plotly | Yes | $290/seat/yr | 8.6 |
| 7 | Kibana | Yes | $99/mo | 8.5 |
| 8 | Redash | Free | 8.3 | |
| 9 | Flourish | Yes | 8.2 | |
| 10 | Datawrapper | Yes | $21/user/mo | 8.1 |
| 11 | Infogram | Yes | 8.0 | |
| 12 | Klipfolio | No | $120/mo | 7.9 |
| 13 | Yandex DataLens | Yes | 7.8 | |
| 14 | ClicData | Yes | 7.7 | |
| 15 | amCharts | Yes | $80/seat/yr | 7.6 |
Head-to-Head
- Matplotlib vs Tableau
- Matplotlib vs Data Studio
- Matplotlib vs Looker
- Matplotlib vs Apache Superset
- Matplotlib vs Metabase
- Matplotlib vs Plotly
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update