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Head-to-head · Data Visualization Software

Data Studio vs Matplotlib

  • Updated Oct 2026
  • Both researched from official sources
  • 2 checks side by side
Higher score Data Studio #2 in Data Visualization Software 9.2/10 Free plan · 30-day trial Free planFree trial✓ 0 of 2 features Visit Data Studio
Matplotlib #8 in Data Visualization Software 8.4/10 Free plan Free plan✓ 1 of 2 features Visit Matplotlib

Data Studio leads on 0 checks, Matplotlib on 0, and 2 are even. Who comes out ahead on the 2 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreData Studio · 9.2/10
  • Free planboth
  • Free trialonly Data Studio
  • Most featuresMatplotlib · 1 of 2

Data Studio scores higher on our rubric for data visualization software: 9.2 against 8.4 out of 10; our editors rank them #2 and #8.

Data Studio is the better fit for low-cost cloud dashboards. Matplotlib is the better fit for python users creating publication-quality plots.

  • Data Studio fits best

    Low-cost cloud dashboards

  • Matplotlib fits best

    Python users creating publication-quality plots

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Side by side

Feature Data Studio 9.2/10 Visit ↗ Matplotlib 8.4/10 Visit ↗
At a glance
Editor score 9.2 8.4
Ranking #2 in Data Visualization Software #8 in Data Visualization Software
Best for Low-cost cloud dashboards Python users creating publication-quality plots
Pricing model Free plan + paid Free
Starting price — Free plan
Free plan ✓ ✓
Free trial 30 days —
Deployment Cloud, Mobile Self-hosted, Desktop
Platforms Web, iOS, Android Web, Windows, macOS, Linux
Support Community, Docs Community, Docs
Built for Solo, Small business, Mid-market, Enterprise Solo, Small business, Mid-market, Enterprise
Features Data Studio 0/2 · Matplotlib 1/2
Scheduled refresh Not checked yet Not checked yet
Embedded dashboards Not checked yet ✓ (best)
Specs
Dashboard type Not checked yet Both
Data sources Not checked yet Python lists, NumPy arrays
Viewer limit Not checked yet Not checked yet
Platform Not checked yet Web_and_desktop
Our review
Pros
  • Connects to more than 1,400 data sources
  • Supports embedding, scheduled delivery, and row-level filtering
  • Offers natural-language questions with Conversational Analytics
  • Publication-quality plots with extensive visual customization
  • Supports static, animated, and interactive visualizations
  • Exports to PNG, SVG, PDF, and PS formats
Cons
  • Pro features are priced per user per project
  • Advanced organizational controls require Pro
  • Its focus is cloud-based reporting and dashboards
  • Requires Python-based plotting rather than a no-code workflow
  • Not positioned as a hosted dashboard service
  • No published scheduling or collaboration features
Our verdict

Data Studio is a web-based business intelligence and reporting tool for individuals, teams, and organizations. It connects business data to interactive dashboards and multi-page reports, with charts, filters, images, text, calculated…

Read the review →

Matplotlib is an open-source Python library for creating static, animated, and interactive visualizations. It is aimed at Python developers, researchers, analysts, and scientific computing teams that need programmable charting and…

Read the review →
  1. Data StudioData Visualization Software 9.2Free plan · 30-day trial
  2. MatplotlibData Visualization Software 8.4Free plan

Strengths and trade-offs

  • Data Studio — where it wins

    • Connects to more than 1,400 data sources
    • Supports embedding, scheduled delivery, and row-level filtering
    • Offers natural-language questions with Conversational Analytics

    Where it doesn't

    • Pro features are priced per user per project
    • Advanced organizational controls require Pro
    • Its focus is cloud-based reporting and dashboards
  • Matplotlib — where it wins

    • Publication-quality plots with extensive visual customization
    • Supports static, animated, and interactive visualizations
    • Exports to PNG, SVG, PDF, and PS formats

    Where it doesn't

    • Requires Python-based plotting rather than a no-code workflow
    • Not positioned as a hosted dashboard service
    • No published scheduling or collaboration features

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update