It suits analysts, software developers and scientists who need machine-learning tools, model explanations or workflow automation.
Free plan Free trial From $10,000 a year WebMacAPISelf-hosted
- Home
- Analytics & Data
- Data Science Analytics
Best Data Science Analytics 2026
Every product here is ranked by Samsung Mobile US Press's record score: what its maker publishes about it, where it runs (Android first), whether it is free to try, and how recently the facts were read.
02
Datalore
Datalore suits people and teams working with notebooks, databases and shared data reports.
WebLinuxAPI+1 Record5.7 Visit
03
KNIME Analytics Platform
The free desktop platform suits people building data workflows for personal use.
WindowsMacLinux Record5.6 Visit
04
Weka
Weka may suit users who want free, open-source machine-learning software with a Java API or notebook workflow.
WindowsMacLinux+2 Record5.6 Visit
05
Deepnote
Deepnote suits data professionals and teams working with analysis, exploration, or machine learning who want collaborative notebooks, dashboards, or data apps.
WebWindowsMac+4 Record5.5 Visit
7
JupyterLab
WebWindowsMac+3 Free plan Record5.3 Visit JupyterLab suits people working with notebooks and code in exploratory computing, including data science, scientific computing, computational journalism, and machine…
8
Anaconda Notebooks
Web $15 a month Record5.2 Visit It suits learners and Python or data science users who want to work in JupyterLab from a browser.
9
Google Colab
WebBrowser extensionAPI+1 Free plan Record5.2 Visit Colab may suit students, educators, data scientists, AI researchers, and researchers who want to work with Python notebooks in a browser.
10
Hex
WebAPI $36 a month Record5.2 Visit Community is listed for hobbyists and small projects, Professional for individuals, Team for companies collaborating on data, and Enterprise for organizations needing…
11
MATLAB Grader
WebWindowsMac+1 Free plan Record5.0 Visit MATLAB Grader suits instructors who create MATLAB coding assignments and want automated grading, feedback, and attempt analytics.
12
Apache Zeppelin
WebMacLinux+1 Free plan Record4.9 Visit Zeppelin suits people building interactive analytics notebooks with supported languages and data backends.
13
Obviously AI
WebAPI Free plan Record4.8 Visit It may suit individuals, hobbyists, and non-profits seeking predictive models from structured data, as the Free plan is described for those audiences.
14
Orange Data Mining
WindowsMacLinux Free plan Record4.8 Visit Orange may suit beginners, data scientists, and people learning data science in schools, universities, or professional training.
19
DataRobot
WebLinuxAPI+1 — Record4.4 Visit It suits enterprises developing and governing AI, especially organizations in regulated industries.
20
H2O.ai
iPhone & iPadWebAPI+1 Free plan Record4.4 Visit H2O.ai suits businesses, government entities, nonprofits, and academic institutions needing AI development and operations tools.
25
Azure Machine Learning
Web — Record2.5 Visit It suits teams running forecasting, time-series, evaluation, or automated machine-learning workflows on the web.
More in Analytics & Data
Web analytics tools 142Statistical Analysis Software 106Business Intelligence Tools 89Database Software 74GIS Software 64Heatmap and session replay tools 63Customer Data Platforms 58A/B Testing Tools 52Marketing Analytics Software 50Product Analytics Tools 45Data Lineage Tools 43Ecommerce Analytics Software 43Interactive Map Software 40Reporting Software 40Conversion Rate Optimization Software 39Marketing Attribution Software 38Customer Lifetime Value Software 37Mobile App Analytics Software 37