Brandwave

AutoML platforms:Which brands are most popular in search?

In August 2026, Google Cloud was the most searched among AutoML platforms worldwide, with an estimated 1.2M branded searches and 63.9% estimated Share of Search within this set. These are worldwide searches for English-language branded terms.

Share of Search, August 2026
  1. Google Cloud63.9%
  2. H2O.ai35.2%
  3. DataRobot0.52%
  4. AutoGluon0.23%
  5. PyCaret0.13%

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Share of SearchLeaderboard

Compare the platforms that build models automatically. 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 AutoML platforms worldwide, by month

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

View monthly share of search table
MonthGoogle CloudH2O.aiDataRobotAutoGluonPyCaret
Oct 202558.7%39.6%1.1%0.39%0.26%
Nov 202563.4%34.9%0.94%0.42%0.34%
Dec 202563.6%35.1%0.77%0.34%0.23%
Jan 202663.6%35.1%0.77%0.34%0.23%
Feb 202663.6%35.1%0.77%0.34%0.23%
Mar 202668.2%30.6%0.67%0.3%0.2%
Apr 202663.6%35.1%0.77%0.28%0.19%
May 202663.6%35.1%0.77%0.28%0.19%
Jun 202663.8%35.2%0.63%0.23%0.15%
Jul 202659.1%39.8%0.72%0.26%0.14%
Aug 202663.9%35.2%0.52%0.23%0.13%
Sep 2026—————

This month’s ranking, August 2026

  1. 1.Google Cloud

    63.9%

    Held 1st. 1.2M estimated branded searches, +22% vs prior month. Share +4.8 points.

  2. 2.H2O.ai

    35.2%

    Held 2nd. 673K estimated branded searches, 0% vs prior month. Share -4.5 points.

  3. 3.DataRobot

    0.52%

    Held 3rd. 9.9K estimated branded searches, -18.2% vs prior month. Share -0.2 points.

  4. 4.AutoGluon

    0.23%

    Held 4th. 4.4K estimated branded searches, 0% vs prior month. Share 0 points.

  5. 5.PyCaret

    0.13%

    Held 5th. 2.4K estimated branded searches, 0% vs prior month. Share 0 points.

Compare search popularity between leading brands

Which brand is most popular in search among AutoML platforms worldwide?

In August 2026, Google Cloud was the most searched among AutoML platforms worldwide, with an estimated 1.2M branded searches and 63.9% estimated Share of Search within this set. H2O.ai is in 2nd place, 28.6 percentage points behind at 35.2% Share of Search.

Global AutoML platforms, last 12 months ending September 2026
BrandShare of SearchPeakLowRank
Google Cloud58.7% → 63.9%68.2%Mar 202658.7%Oct 20251st
H2O.ai39.6% → 35.2%39.8%Jul 202630.6%Mar 20262nd
DataRobot1.1% → 0.52%1.1%Oct 20250.52%Aug 20263rd
AutoGluon0.39% → 0.23%0.42%Nov 20250.23%Jun 20264th
PyCaret0.26% → 0.13%0.34%Nov 20250.13%Aug 20265th

Each finding as a sentence

  • Across the 11 months ending August 2026, Google Cloud’s estimated Share of Search among AutoML platforms worldwide increased from 58.7% to 63.9%.
  • Across the 11 months ending August 2026, H2O.ai’s estimated Share of Search among AutoML platforms worldwide decreased from 39.6% to 35.2%.
  • Across the 11 months ending August 2026, DataRobot’s estimated Share of Search among AutoML platforms worldwide decreased from 1.1% to 0.52%.
  • Across the 11 months ending August 2026, Google Cloud’s estimated Share of Search among AutoML platforms worldwide peaked at 68.2% in March 2026 and was lowest at 58.7% in October 2025.
  • Across the 11 months ending August 2026, H2O.ai’s estimated Share of Search among AutoML platforms worldwide peaked at 39.8% in July 2026 and was lowest at 30.6% in March 2026.
  • Across the 11 months ending August 2026, AutoGluon and PyCaret held steady: their estimated Share of Search among AutoML platforms worldwide each moved less than 0.5 percentage points.

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

  1. In August 2026, Google Cloud gained estimated Share of Search among AutoML platforms worldwide, from 59.1% to 63.9%.

  2. In August 2026, H2O.ai lost estimated Share of Search among AutoML platforms worldwide, from 39.8% to 35.2%.

  3. Estimated monthly branded searches for PyCaret worldwide fell 55.6% over 11 measured months, from 5.4K to 2.4K in August 2026.

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

  5. Estimated monthly branded searches for AutoGluon worldwide fell 45.7% over 11 measured months, from 8.1K to 4.4K in August 2026.

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