Data & Analytics Software
Rankings are recomputed on the monthly poll cycle.
AI Consensus Ranking
- #1Power BI547.5
- #2Tableau325.5
- #3Google Analytics 4263.7
- #4Looker249.5
- #5ThoughtSpot235.5
- #6Metabase211.0
- #7PostHog186.6
- #8AWS SageMaker177.2
- #9Vertex AI170.3
- #10Databricks170.2
- #11Looker Studio167.2
- #12Mixpanel166.4
- #13Azure Machine Learning153.9
- #14Qlik Sense152.4
- #15Amplitude138.8
- #16Microsoft 365118.7
- #17KNIME114.0
- #18Matomo106.2
- #19Plausible105.5
- #20Zoho Analytics103.6
- #21BigQuery99.8
- #22Excel92.0
- #23Heap91.7
- #24Microsoft Azure91.0
- #25Scikit-learn85.8
- #26Fathom79.6
- #27Snowflake79.0
- #28Microsoft Copilot75.8
- #29Google Cloud Platform57.1
- #30Sheets56.8
- #31PyTorch56.5
- #32Sigma55.8
- #33Pendo52.5
- #34Python52.1
- #35Microsoft Clarity51.0
- #36TensorFlow50.4
- #37Apache Superset50.3
- #38Google Colab50.0
- #39Dataiku49.6
- #40H2O.ai49.4
- #41Domo47.7
- #42Qlik47.6
- #43NumPy46.2
- #44SAP Analytics Cloud45.9
- #45pandas42.8
- #46Google Ads39.8
- #47RapidMiner35.9
- #48camelAI35.0
- #49Tableau Public34.2
- #50FullStory34.1