AutoGluon vs H2O.ai:Which is more popular by branded search?
In August 2026, H2O.ai had more branded searches than AutoGluon among AutoML platforms worldwide. H2O.ai was estimated to have 673K branded searches compared to AutoGluon’s 4.4K, and held a 35.2% Share of Search versus AutoGluon’s 0.23%. These are worldwide searches for English-language branded terms.
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Which is more popular in search, AutoGluon or H2O.ai?
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 by month for H2O.ai, AutoGluon. The figures are in the table below the chart.
View monthly share of search table
| Month | Google Cloud | H2O.ai | DataRobot | AutoGluon | PyCaret |
|---|---|---|---|---|---|
| Oct 2025 | 58.7% | 39.6% | 1.1% | 0.39% | 0.26% |
| Nov 2025 | 63.4% | 34.9% | 0.94% | 0.42% | 0.34% |
| Dec 2025 | 63.6% | 35.1% | 0.77% | 0.34% | 0.23% |
| Jan 2026 | 63.6% | 35.1% | 0.77% | 0.34% | 0.23% |
| Feb 2026 | 63.6% | 35.1% | 0.77% | 0.34% | 0.23% |
| Mar 2026 | 68.2% | 30.6% | 0.67% | 0.3% | 0.2% |
| Apr 2026 | 63.6% | 35.1% | 0.77% | 0.28% | 0.19% |
| May 2026 | 63.6% | 35.1% | 0.77% | 0.28% | 0.19% |
| Jun 2026 | 63.8% | 35.2% | 0.63% | 0.23% | 0.15% |
| Jul 2026 | 59.1% | 39.8% | 0.72% | 0.26% | 0.14% |
| Aug 2026 | 63.9% | 35.2% | 0.52% | 0.23% | 0.13% |
| Sep 2026 | — | — | — | — | — |
How has the AutoGluon and H2O.ai comparison changed over the last 12 months?
3 findings
- H2O.ai was ahead of AutoGluon in every measured month of the 11 months ending August 2026.
- Across the 11 months ending August 2026, AutoGluon’s estimated Share of Search among AutoML platforms worldwide moved from 0.39% to 0.23%, and its estimated monthly branded searches moved from 8.1K to 4.4K.
- Across the 11 months ending August 2026, H2O.ai’s estimated Share of Search among AutoML platforms worldwide moved from 39.6% to 35.2%, and its estimated monthly branded searches moved from 823K to 673K.
How did search popularity change for AutoML platforms worldwide in August 2026?
2 changes
In August 2026, H2O.ai lost estimated Share of Search among AutoML platforms worldwide, from 39.8% to 35.2%.
Estimated monthly branded searches for AutoGluon worldwide fell 45.7% over 11 measured months, from 8.1K to 4.4K in August 2026.
How each brand is measured
Brandwave collects information about searches that people make online using AutoGluon’s and H2O.ai’s names. When viewed over time, estimated search volumes for these branded terms can be used to understand whether interest in the brands is growing, holding steady, or fading.
Put your own brand in this comparison
Brandwave tracks your branded demand next to the rival you actually watch, with your campaigns, spend and outcomes on the same timeline.