Brandwave

How popular isGoogle Cloud Vertex AI?

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. When we asked both ChatGPT and Google AI Overviews about machine learning platforms, Google Cloud Vertex AI appeared in four of the five answers and was the fourth most recommended of the ten.

Search and AI answers in September 2026

Google Cloud Vertex AI is the third most searched of 10 competitors and the fourth most recommended in AI answers.

  1. H2O.aiShare of searches 44.4%Mentioned in 1 of 5 AI answersPlace in AI recommendations 9th
  2. DatabricksShare of searches 36.2%Mentioned in 5 of 5 AI answersPlace in AI recommendations 2nd
  3. Google Cloud Vertex AIShare of searches 6%Mentioned in 4 of 5 AI answersPlace in AI recommendations 4th
  4. Weights & BiasesShare of searches 3.4%Mentioned in 2 of 5 AI answersPlace in AI recommendations 8th
  5. MLflowShare of searches 3.3%Mentioned in 2 of 5 AI answersPlace in AI recommendations 5th

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Top machine learning platforms in ChatGPT and Google AI Overviews

In three ChatGPT questions and two Google AI Overviews, Google Cloud Vertex AI was mentioned in four out of five: in two of the three ChatGPT answers and in both Google AI Overviews. Google Cloud Vertex AI is the fourth most recommended of the ten.

Most recommended by AI

Brands get a higher ranking if they are mentioned earlier in the answers.

  1. Amazon SageMaker1st
  2. Databricks2nd
  3. Azure Machine Learning3rd
  4. Google Cloud Vertex AI4th
  5. MLflow5th
  6. DataRobot6th
  7. Dataiku7th
  8. Weights & Biases8th
  9. H2O.ai9th
  10. Domino Data Lab–

Mentioned by AI

Each dot is one answer, filled in when that answer mentions the brand.

  • Databricks5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
  • Amazon SageMaker5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
  • Azure Machine Learning5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
  • Google Cloud Vertex AI4 of 5Named in 2 of 3 ChatGPT answersNamed in 2 of 2 Google answers
  • DataRobot3 of 5Named in 1 of 3 ChatGPT answersNamed in 2 of 2 Google answers
  • Weights & Biases2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
  • MLflow2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
  • Dataiku2 of 5Named in 1 of 3 ChatGPT answersNamed in 1 of 2 Google answers
  • H2O.ai1 of 5Named in 0 of 3 ChatGPT answersNamed in 1 of 2 Google answers
  • Domino Data Lab0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers

See every answer about machine learning platforms

5 answers

Not named in any answer:

Brands are shown in the order each answer named them. The survey took place in the United States on October 21, 2026.

Which machine learning platforms compete with Google Cloud Vertex AI?

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

Share of searches by month for H2O.ai, Databricks, Google Cloud Vertex AI, Weights & Biases, MLflow, Amazon SageMaker, Dataiku. The figures are in the table below the chart.

View monthly share of searches table
MonthH2O.aiDatabricksGoogle Cloud Vertex AIWeights & BiasesMLflowAmazon SageMakerDataikuDataRobotAzure Machine LearningDomino Data Lab
Oct 202548.1%26.2%7.8%4.6%3.5%3.8%3.5%1.3%0.86%0.21%
Nov 202543.1%28.6%10.5%5.1%3.8%3.6%3.1%1.2%0.77%0.18%
Dec 202544.2%29.4%10.8%5%3.2%3.1%2.6%0.97%0.65%0.16%
Jan 202643.7%29%10.7%4.9%3.2%3.3%3.2%0.96%0.78%0.19%
Feb 202644.4%29.5%10.8%4.3%3.2%3.1%2.7%0.97%0.79%0.19%
Mar 202642.3%28.1%12.6%5%3.8%3.2%3.1%0.92%0.76%0.22%
Apr 202642.2%28%12.5%5.8%3.8%2.9%3.1%0.92%0.62%0.18%
May 202644.2%29.4%10.8%5%3.2%2.8%2.6%0.97%0.65%0.35%
Jun 202642.5%34.6%8.5%4.1%3.1%2.7%3.1%0.76%0.51%0.18%
Jul 202647.1%31.3%7.7%3.7%3.4%2.4%2.8%0.84%0.46%0.2%
Aug 202648.1%32.1%6.4%3.6%3.5%2.5%2.4%0.71%0.38%0.26%
Sep 202644.4%36.2%6%3.4%3.3%2.8%2.7%0.65%0.43%0.29%

  1. 1.H2O.ai

    44.4%

    Held 1st. 675K estimated branded searches, 0% vs prior month. Share -3.7 points.

  2. 2.Databricks

    36.2%

    Held 2nd. 550K estimated branded searches, +22.2% vs prior month. Share +4.1 points.

  3. 3.Google Cloud Vertex AI

    6%

    Held 3rd. 90.5K estimated branded searches, 0% vs prior month. Share -0.5 points.

  4. 4.Weights & Biases

    3.4%

    Held 4th. 51.3K estimated branded searches, +0.31% vs prior month. Share -0.3 points.

  5. 5.MLflow

    3.3%

    Held 5th. 49.5K estimated branded searches, 0% vs prior month. Share -0.3 points.

  6. 6.Amazon SageMaker

    2.8%

    Held 6th. 42.4K estimated branded searches, +22.5% vs prior month. Share +0.3 points.

  7. 7.Dataiku

    2.7%

    Held 7th. 40.5K estimated branded searches, +22.4% vs prior month. Share +0.3 points.

  8. 8.DataRobot

    0.65%

    Held 8th. 9.9K estimated branded searches, 0% vs prior month. Share -0.1 points.

  9. 9.Azure Machine Learning

    0.43%

    Held 9th. 6.6K estimated branded searches, +22.2% vs prior month. Share 0 points.

  10. 10.Domino Data Lab

    0.29%

    Held 10th. 4.4K estimated branded searches, +22.2% vs prior month. Share 0 points.

Compare 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

  1. In September 2026, Databricks gained share of searches among machine learning platforms worldwide, from 32.1% to 36.2%.

  2. In September 2026, H2O.ai lost share of searches among machine learning platforms worldwide, from 48.1% to 44.4%.

  3. 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.

  4. 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.

  5. 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.

  6. 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.

  • vertex ai

How the Brand Demand Index is measured

Who owns Google Cloud Vertex AI?

Google Cloud Vertex AI is owned by Google. Brandwave also tracks AppSheet, Chrome Remote Desktop, Display & Video 360, Firebase, Fitbit, Gemini, Gmail, Google, Google Ads, Google Alerts, Google Analytics, Google Artifact Registry, Google Authenticator, Google Chat, Google Chrome, Google Chromecast, Google Classroom, Google Cloud, Google Cloud Dataflow, Google Cloud Identity, Google Cloud Pub/Sub, Google Cloud Run, Google Cloud Secret Manager, Google Cloud Speech-to-Text, Google Cloud Storage, Google Colab, Google DeepMind, Google Display & Video 360, Google Document AI, Google Drive, Google Earth Engine, Google Family Link, Google Forms, Google Keep, Google Keyword Planner, Google Maps, Google Maps Platform, Google Meet, Google Meridian, Google Nest, Google Nest Wifi, Google Project Management Certificate, Google Rich Results Test, Google Security Operations, Google Slides, Google Tasks, Google Threat Intelligence, Google Translate, Google Vault, Google Veo, Google Workspace, Looker, Looker Studio, Material Symbols, NotebookLM, Snapseed, TensorFlow Serving, YouTube, YouTube Music, YouTube Studio and YouTube TV, owned by the same company, worldwide.

Do you work for Google Cloud Vertex AI? To request corrections or removal please contact us via our support page and we will be happy to assist.

Where does Google Cloud Vertex AI compete?

Google Cloud Vertex AI is ranked in three competitor sets. Each share is worked out among that set's brands, so it differs from set to set.
Competitor setRankShare of searchesRanking
Machine learning platforms3rd of 106%Shown above
Model fine tuning platforms2nd of 915.6%Show ranking
MLOps platforms1st of 1129.2%Show ranking
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