Brandwave

Machine learning platforms:Which brands are most popular in search?

In August 2026, H2O.ai was the most searched among machine learning platforms worldwide, with an estimated 673K branded searches and 57.5% estimated Share of Search within this set. These are worldwide searches for English-language branded terms.

Share of Search, August 2026
  1. H2O.ai57.5%
  2. Databricks38.5%
  3. Dataiku2.8%
  4. DataRobot0.85%
  5. Domino Data Lab0.31%

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Share of SearchLeaderboard

Compare the platforms teams build machine learning on. Branded searches tell you how often people look for a brand by name or related terms. Comparing these searches across competitors helps you see how popular each brand is over time.

Share of Search among machine learning platforms worldwide, by month

Share of Search by month for H2O.ai, Databricks, Dataiku. The figures are in the table below the chart.

View monthly share of search table
MonthH2O.aiDatabricksDataikuDataRobotDomino Data Lab
Oct 202560.5%33.1%4.5%1.6%0.26%
Nov 202556.4%37.7%4.1%1.5%0.24%
Dec 202557%38.1%3.4%1.3%0.2%
Jan 202656.5%37.8%4.2%1.2%0.24%
Feb 202657%38.1%3.4%1.3%0.25%
Mar 202656.5%37.8%4.2%1.2%0.3%
Apr 202656.5%37.8%4.2%1.2%0.24%
May 202656.9%38%3.4%1.3%0.46%
Jun 202652.3%42.7%3.8%0.94%0.23%
Jul 202657.1%38.2%3.4%1%0.25%
Aug 202657.5%38.5%2.8%0.85%0.31%
Sep 2026—————

This month’s ranking, August 2026

  1. 1.H2O.ai

    57.5%

    Held 1st. 673K estimated branded searches, 0% vs prior month. Share +0.4 points.

  2. 2.Databricks

    38.5%

    Held 2nd. 450K estimated branded searches, 0% vs prior month. Share +0.3 points.

  3. 3.Dataiku

    2.8%

    Held 3rd. 33.1K estimated branded searches, -18.3% vs prior month. Share -0.6 points.

  4. 4.DataRobot

    0.85%

    Held 4th. 9.9K estimated branded searches, -18.2% vs prior month. Share -0.2 points.

  5. 5.Domino Data Lab

    0.31%

    Held 5th. 3.6K estimated branded searches, +24.1% vs prior month. Share +0.1 points.

Compare search popularity between leading brands

Which brand is most popular in search among machine learning platforms worldwide?

In August 2026, H2O.ai was the most searched among machine learning platforms worldwide, with an estimated 673K branded searches and 57.5% estimated Share of Search within this set. Databricks is in 2nd place, 19.1 percentage points behind at 38.5% Share of Search.

Global machine learning platforms, last 12 months ending September 2026
BrandShare of SearchPeakLowRank
H2O.ai60.5% → 57.5%60.5%Oct 202552.3%Jun 20261st
Databricks33.1% → 38.5%42.7%Jun 202633.1%Oct 20252nd
Dataiku4.5% → 2.8%4.5%Oct 20252.8%Aug 20263rd
DataRobot1.6% → 0.85%1.6%Oct 20250.85%Aug 20264th
Domino Data Lab0.26% → 0.31%0.46%May 20260.2%Dec 20255th

Each finding as a sentence

  • Across the 11 months ending August 2026, H2O.ai’s estimated Share of Search among machine learning platforms worldwide decreased from 60.5% to 57.5%.
  • Across the 11 months ending August 2026, Databricks’ estimated Share of Search among machine learning platforms worldwide increased from 33.1% to 38.5%.
  • Across the 11 months ending August 2026, Dataiku’s estimated Share of Search among machine learning platforms worldwide decreased from 4.5% to 2.8%.
  • Across the 11 months ending August 2026, DataRobot’s estimated Share of Search among machine learning platforms worldwide decreased from 1.6% to 0.85%.
  • Across the 11 months ending August 2026, H2O.ai’s estimated Share of Search among machine learning platforms worldwide peaked at 60.5% in October 2025 and was lowest at 52.3% in June 2026.
  • Across the 11 months ending August 2026, Databricks’ estimated Share of Search among machine learning platforms worldwide peaked at 42.7% in June 2026 and was lowest at 33.1% in October 2025.
  • Across the 11 months ending August 2026, Domino Data Lab held steady: its estimated Share of Search among machine learning platforms worldwide moved less than 0.5 percentage points.

How did search popularity change for machine learning platforms worldwide in August 2026?

  1. In August 2026, Dataiku lost estimated Share of Search among machine learning platforms worldwide, from 3.4% to 2.8%.

  2. Estimated monthly branded searches for DataRobot worldwide fell 55.4% over 11 measured months, from 22.2K to 9.9K in August 2026.

  3. Estimated monthly branded searches for H2O.ai worldwide fell 18.2% over 11 measured months, from 823K to 673K in August 2026.

How the Brand Demand Index is measured

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