How popular isGoogle Cloud Vertex AI in search?

In September 2026, people searched for Google Cloud Vertex AI by name about 90,500 times worldwide, a 33% decrease from the previous year. These searches made up 6% of all global machine learning platform searches, placing Google Cloud Vertex AI third out of ten platforms. These are worldwide searches for English-language branded terms.

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Which machine learning platforms compete with Google Cloud Vertex AI?

Google Cloud Vertex AI against machine learning platforms worldwide, by month

Month	H2O.ai	Databricks	Google Cloud Vertex AI	Weights & Biases	MLflow	Amazon SageMaker	Dataiku	DataRobot	Azure Machine Learning	Domino Data Lab
Oct 2025	48.1%	26.2%	7.8%	4.6%	3.5%	3.8%	3.5%	1.3%	0.86%	0.21%
Nov 2025	43.1%	28.6%	10.5%	5.1%	3.8%	3.6%	3.1%	1.2%	0.77%	0.18%
Dec 2025	44.2%	29.4%	10.8%	5%	3.2%	3.1%	2.6%	0.97%	0.65%	0.16%
Jan 2026	43.7%	29%	10.7%	4.9%	3.2%	3.3%	3.2%	0.96%	0.78%	0.19%
Feb 2026	44.4%	29.5%	10.8%	4.3%	3.2%	3.1%	2.7%	0.97%	0.79%	0.19%
Mar 2026	42.3%	28.1%	12.6%	5%	3.8%	3.2%	3.1%	0.92%	0.76%	0.22%
Apr 2026	42.2%	28%	12.5%	5.8%	3.8%	2.9%	3.1%	0.92%	0.62%	0.18%
May 2026	44.2%	29.4%	10.8%	5%	3.2%	2.8%	2.6%	0.97%	0.65%	0.35%
Jun 2026	42.5%	34.6%	8.5%	4.1%	3.1%	2.7%	3.1%	0.76%	0.51%	0.18%
Jul 2026	47.1%	31.3%	7.7%	3.7%	3.4%	2.4%	2.8%	0.84%	0.46%	0.2%
Aug 2026	48.1%	32.1%	6.4%	3.6%	3.5%	2.5%	2.4%	0.71%	0.38%	0.26%
Sep 2026	44.4%	36.2%	6%	3.4%	3.3%	2.8%	2.7%	0.65%	0.43%	0.29%

Rank	Brand	Share of searches	Estimated monthly branded searches	vs prior month	Share change
1, held 1st	H2O.ai	44.4%	675K	0%	-3.7 points
2, held 2nd	Databricks	36.2%	550K	+22.2%	+4.1 points
3, held 3rd	Google Cloud Vertex AI Google	6%	90.5K	0%	-0.5 points
4, held 4th	Weights & Biases	3.4%	51.3K	+0.31%	-0.3 points
5, held 5th	MLflow	3.3%	49.5K	0%	-0.3 points
6, held 6th	Amazon SageMaker Amazon Web Services	2.8%	42.4K	+22.5%	+0.3 points
7, held 7th	Dataiku	2.7%	40.5K	+22.4%	+0.3 points
8, held 8th	DataRobot	0.65%	9.9K	0%	-0.1 points
9, held 9th	Azure Machine Learning Microsoft	0.43%	6.6K	+22.2%	0 points
10, held 10th	Domino Data Lab	0.29%	4.4K	+22.2%	0 points

1.H2O.ai
44.4%
Held 1st. 675K estimated branded searches, 0% vs prior month. Share -3.7 points.
2.Databricks
36.2%
Held 2nd. 550K estimated branded searches, +22.2% vs prior month. Share +4.1 points.
3.Google Cloud Vertex AI
6%
Held 3rd. 90.5K estimated branded searches, 0% vs prior month. Share -0.5 points.
4.Weights & Biases
3.4%
Held 4th. 51.3K estimated branded searches, +0.31% vs prior month. Share -0.3 points.
5.MLflow
3.3%
Held 5th. 49.5K estimated branded searches, 0% vs prior month. Share -0.3 points.
6.Amazon SageMaker
2.8%
Held 6th. 42.4K estimated branded searches, +22.5% vs prior month. Share +0.3 points.
7.Dataiku
2.7%
Held 7th. 40.5K estimated branded searches, +22.4% vs prior month. Share +0.3 points.
8.DataRobot
0.65%
Held 8th. 9.9K estimated branded searches, 0% vs prior month. Share -0.1 points.
9.Azure Machine Learning
0.43%
Held 9th. 6.6K estimated branded searches, +22.2% vs prior month. Share 0 points.
10.Domino Data Lab
0.29%
Held 10th. 4.4K estimated branded searches, +22.2% vs prior month. Share 0 points.

Compare search popularity between Google Cloud Vertex AI and its closest rivals

Every comparison with Google Cloud Vertex AI

19 comparisons

How has branded search demand for Google Cloud Vertex AI changed worldwide over the last 12 months?

3 findings

Across the 12 months ending September 2026, estimated monthly branded searches for Google Cloud Vertex AI worldwide fell from 135K to 90.5K.
Across the 12 months ending September 2026, Google Cloud Vertex AI’s share of searches among machine learning platforms worldwide decreased from 7.8% to 6%.
Across the 12 months ending September 2026, Google Cloud Vertex AI’s share of searches among machine learning platforms worldwide peaked at 12.6% in March 2026 and was lowest at 6% in September 2026.

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

6 changes

In September 2026, Databricks gained share of searches among machine learning platforms worldwide, from 32.1% to 36.2%.
In September 2026, H2O.ai lost share of searches among machine learning platforms worldwide, from 48.1% to 44.4%.
Google Cloud Vertex AI’s share of searches among machine learning platforms worldwide has lost ground for 3 months in a row, from 8.5% to 6% in September 2026.
Weights & Biases’ share of searches among machine learning platforms worldwide has lost ground for 3 months in a row, from 4.1% to 3.4% in September 2026.
Estimated monthly branded searches for Domino Data Lab worldwide rose 22.2% over 12 measured months, from 3.6K to 4.4K in September 2026.
Estimated monthly branded searches for Azure Machine Learning worldwide fell 55.4% over 12 measured months, from 14.8K to 6.6K in September 2026.

How are Google Cloud Vertex AI’s branded searches counted?

1 search term

Brandwave collects information about searches that people make online using Google Cloud Vertex AI’s name. When viewed over time, estimated search volumes for this branded term can be used to understand whether interest in the brand is growing, holding steady, or fading.