What are some modern data analytical tools?
Asked "What are some modern data analytical tools?", ChatGPT, Copilot, Gemini, Google AI Mode and Perplexity named 28 distinct tools across 15 answers on September 7, 2026, and 21 of them in two or more answers, and all 5 engines agreed on Tableau, the only tool every engine named.
21 of 28 names confirmed · named in 2 or more of 15 answers · asked September 7, 2026 · 5 engines
Modern data analytical tools include business intelligence and visualization platforms like Microsoft Power BI, Tableau, and Looker, as well as data warehousing and cloud analytics platforms like Snowflake and Google BigQuery. Additionally, there are tools for machine learning and AI-driven insights, such as Databricks Lakehouse and DataRobot. Other tools include those for data preparation, integration, and advanced analytics, like Alteryx, Stitch, and Python ecosystem.
- 1Tableaunamed in 15 of 15 answers
- 2Pythonnamed in 13 of 15 answers
- 3Snowflakenamed in 12 of 15 answers
- 4Lookernamed in 11 of 15 answers
- 5Databricksnamed in 11 of 15 answers
- 6Rnamed in 11 of 15 answers
- 7Apache Sparknamed in 11 of 15 answers
- 8SQLnamed in 10 of 15 answers
- 9Microsoft Power BInamed in 9 of 15 answers
- 10dbtnamed in 8 of 15 answers
- 11Power BInamed in 6 of 15 answers
- 12Google BigQuerynamed in 6 of 15 answers
- 13Excelnamed in 4 of 15 answers
- 14Jupyter Notebooksnamed in 4 of 15 answers
- 15Qliknamed in 2 of 15 answers
- 16Mixpanelnamed in 2 of 15 answers
- 17ThoughtSpotnamed in 2 of 15 answers
- 18Hexnamed in 2 of 15 answers
- 19Jupyter Notebooknamed in 2 of 15 answers
- 20KNIMEnamed in 2 of 15 answers
- 21Alteryxnamed in 2 of 15 answers
- 22Looker Studionamed in 1 of 15 answersone answer
- 23ChatGPT Code Interpreternamed in 1 of 15 answersone answer
- 24GitHub Copilotnamed in 1 of 15 answersone answer
- 25Sigmanamed in 1 of 15 answersone answer
The full measurement
- The position each of the 5 engines gave all 28 names.
- How many of the 15 answers named each of them.
- 103 sampled observations behind this ranking, and where the engines disagree.
- Fan-out — the query each engine actually searched.
- Every citation, and the sources nobody cited.