---
title: "AutoGluon vs H2O.ai: Which is more popular by branded search?"
description: "Which is more popular in search, AutoGluon or H2O.ai? Compare estimated monthly branded-search demand and Share of Search inside the AutoML platforms set worldwide. 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."
canonical: "https://gobrandwave.com/demand/global-en/compare/autogluon-vs-h2o-ai"
publisher: "Brandwave"
---

# AutoGluon vs H2O.ai: Which is more popular by branded search?

Which is more popular in search, AutoGluon or H2O.ai? Compare estimated monthly branded-search demand and Share of Search inside the AutoML platforms set worldwide. 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.

## Key facts

- **Compared**: AutoGluon and H2O.ai
- **Competitive set**: AutoML platforms
- **Market**: Global
- **Month measured**: Aug 2026
- **AutoGluon Share of Search**: 0.23%
- **H2O.ai Share of Search**: 35.2%

## Which is more popular in search, AutoGluon or H2O.ai?

- 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%.
- 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?

- 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.

## Month by month

| Month | AutoGluon estimated searches | AutoGluon Share of Search | AutoGluon rank | H2O.ai estimated searches | H2O.ai Share of Search | H2O.ai rank |
| --- | --- | --- | --- | --- | --- | --- |
| Oct 2025 | 8.1K | 0.39% | 4 | 823K | 39.6% | 2 |
| Nov 2025 | 8.1K | 0.42% | 4 | 673K | 34.9% | 2 |
| Dec 2025 | 6.6K | 0.34% | 4 | 673K | 35.1% | 2 |
| Jan 2026 | 6.6K | 0.34% | 4 | 673K | 35.1% | 2 |
| Feb 2026 | 6.6K | 0.34% | 4 | 673K | 35.1% | 2 |
| Mar 2026 | 6.6K | 0.3% | 4 | 673K | 30.6% | 2 |
| Apr 2026 | 5.4K | 0.28% | 4 | 673K | 35.1% | 2 |
| May 2026 | 5.4K | 0.28% | 4 | 673K | 35.1% | 2 |
| Jun 2026 | 4.4K | 0.23% | 4 | 673K | 35.2% | 2 |
| Jul 2026 | 4.4K | 0.26% | 4 | 673K | 39.8% | 2 |
| Aug 2026 | 4.4K | 0.23% | 4 | 673K | 35.2% | 2 |
| Sep 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.

- **AutoGluon**: Measured on the search term “autogluon”.
- **H2O.ai**: Measured on the search term “h2o”.

- [AutoGluon profile](/demand/global-en/brands/autogluon)
- [H2O.ai profile](/demand/global-en/brands/h2o-ai)
- [All AutoML platforms worldwide](/demand/global-en/categories/automl-platforms): The set both shares are measured inside, 5 brands.

## Methodology

- [How is branded search demand measured?](/demand/methodology): Where the figures come from, what they compare, and how they may be reused.

## Frequently asked questions

### Which is more popular in search, AutoGluon or H2O.ai?

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%.

## Cite this page

Brandwave. "AutoGluon vs H2O.ai: Which is more popular by branded search?". https://gobrandwave.com/demand/global-en/compare/autogluon-vs-h2o-ai

This page is also available as HTML at https://gobrandwave.com/demand/global-en/compare/autogluon-vs-h2o-ai. Brandwave publishes an index of its Markdown pages at https://gobrandwave.com/llms.txt.