Brandwave

How popular isAzure Machine Learning?

In September 2026, people searched for Azure Machine Learning by name about 6,600 times worldwide, a 55.4% decrease from the previous year. These searches made up 2.1% of all global MLOps platform searches, placing Azure Machine Learning ninth out of 11 platforms. When we asked both ChatGPT and Google AI Overviews about MLOps platforms, Azure Machine Learning appeared in four of the five answers and was the fourth most recommended of the 11.

Search and AI answers in September 2026

Azure Machine Learning is the ninth most searched of 11 competitors and the fourth most recommended in AI answers.

  1. Google Cloud Vertex AIShare of searches 29.2%Mentioned in 5 of 5 AI answersPlace in AI recommendations 2nd
  2. Weights & BiasesShare of searches 16.6%Mentioned in 1 of 5 AI answersPlace in AI recommendations 9th
  3. MLflowShare of searches 16%Mentioned in 5 of 5 AI answersPlace in AI recommendations 5th
  4. Amazon SageMakerShare of searches 13.7%Mentioned in 5 of 5 AI answersPlace in AI recommendations 1st
  5. Azure Machine LearningShare of searches 2.1%Mentioned in 4 of 5 AI answersPlace in AI recommendations 4th

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Top MLOps platforms in ChatGPT and Google AI Overviews

In three ChatGPT questions and two Google AI Overviews, Azure Machine Learning was mentioned in four out of five: in two of the three ChatGPT answers and in both Google AI Overviews. Azure Machine Learning is the fourth most recommended of the 11.

Most recommended by AI

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

  1. Amazon SageMaker1st
  2. Google Cloud Vertex AI2nd
  3. Databricks Mosaic AI3rd
  4. Azure Machine Learning4th
  5. MLflow5th
  6. Dataiku6th
  7. Kubeflow7th
  8. DataRobot8th
  9. Weights & Biases9th
  10. Neptune–
  11. +1 more

Mentioned by AI

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

  • Google Cloud Vertex AI5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
  • MLflow5 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
  • Kubeflow4 of 5Named in 3 of 3 ChatGPT answersNamed in 1 of 2 Google answers
  • Databricks Mosaic AI4 of 5Named in 3 of 3 ChatGPT answersNamed in 1 of 2 Google answers
  • Azure Machine Learning4 of 5Named in 2 of 3 ChatGPT answersNamed in 2 of 2 Google answers
  • Dataiku2 of 5Named in 0 of 3 ChatGPT answersNamed in 2 of 2 Google answers
  • DataRobot2 of 5Named in 0 of 3 ChatGPT answersNamed in 2 of 2 Google answers
  • Weights & Biases1 of 5Named in 1 of 3 ChatGPT answersNamed in 0 of 2 Google answers
  • Neptune0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers

+1 more

See every answer about MLOps 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 MLOps platforms compete with Azure Machine Learning?

Azure Machine Learning against MLOps platforms worldwide, by month

Share of searches by month for Google Cloud Vertex AI, Weights & Biases, MLflow, Amazon SageMaker, Dataiku, DataRobot, Kubeflow, Databricks Mosaic AI, Azure Machine Learning. The figures are in the table below the chart.

View monthly share of searches table
MonthGoogle Cloud Vertex AIWeights & BiasesMLflowAmazon SageMakerDataikuDataRobotKubeflowDatabricks Mosaic AIAzure Machine LearningNeptuneComet
Oct 202528.7%16.9%12.9%14%12.9%4.7%3.9%1.7%3.1%0.51%0.62%
Nov 202535%16.9%12.8%12.1%10.5%3.8%3.8%1.4%2.6%0.51%0.51%
Dec 202537.7%17.4%11.3%10.7%9.3%3.4%3.4%1.3%2.3%2.8%0.43%
Jan 202637%17.1%11.1%11.6%11.1%3.3%3.3%1.6%2.7%0.65%0.54%
Feb 202639.3%15.5%11.8%11.2%9.6%3.5%3.5%1.6%2.9%0.57%0.45%
Mar 202640.2%15.9%12.1%10.3%9.9%3%3.6%1.6%2.4%0.58%0.48%
Apr 202640%18.5%12%9.3%9.9%2.9%2.9%1.6%2%0.38%0.38%
May 202639.2%18.1%11.8%10.1%9.6%3.5%2.9%1.7%2.4%0.38%0.38%
Jun 202635.1%16.9%12.9%11%12.9%3.1%3.1%2%2.1%0.49%0.34%
Jul 202633.4%16.2%15%10.5%12.3%3.7%3.7%2.4%2%0.39%0.39%
Aug 202630.8%17.4%16.9%11.8%11.3%3.4%3.4%2.5%1.8%0.44%0.34%
Sep 202629.2%16.6%16%13.7%13.1%3.2%3.2%2.2%2.1%0.52%0.28%

  1. 1.Google Cloud Vertex AI

    29.2%

    Held 1st. 90.5K estimated branded searches, 0% vs prior month. Share -1.6 points.

  2. 2.Weights & Biases

    16.6%

    Held 2nd. 51.3K estimated branded searches, +0.31% vs prior month. Share -0.9 points.

  3. 3.MLflow

    16%

    Held 3rd. 49.5K estimated branded searches, 0% vs prior month. Share -0.9 points.

  4. 4.Amazon SageMaker

    13.7%

    Held 4th. 42.4K estimated branded searches, +22.5% vs prior month. Share +1.9 points.

  5. 5.Dataiku

    13.1%

    Held 5th. 40.5K estimated branded searches, +22.4% vs prior month. Share +1.8 points.

  6. 6.DataRobot

    3.2%

    Held 6th. 9.9K estimated branded searches, 0% vs prior month. Share -0.2 points.

  7. 7.Kubeflow

    3.2%

    Held 7th. 9.9K estimated branded searches, 0% vs prior month. Share -0.2 points.

  8. 8.Databricks Mosaic AI

    2.2%

    Held 8th. 6.7K estimated branded searches, -8.2% vs prior month. Share -0.3 points.

  9. 9.Azure Machine Learning

    2.1%

    Held 9th. 6.6K estimated branded searches, +22.2% vs prior month. Share +0.3 points.

  10. 10.Neptune

    0.52%

    Held 10th. 1.6K estimated branded searches, +23.1% vs prior month. Share +0.1 points.

  11. 11.Comet

    0.28%

    Held 11th. 880 estimated branded searches, -12% vs prior month. Share -0.1 points.

Compare popularity between Azure Machine Learning and its closest rivals

Every comparison with Azure Machine Learning

16 comparisons

How has branded search demand for Azure Machine Learning changed worldwide over the last 12 months?

4 findings
  • Across the 12 months ending September 2026, estimated monthly branded searches for Azure Machine Learning worldwide fell from 14.8K to 6.6K.
  • Across the 12 months ending September 2026, Azure Machine Learning’s share of searches among MLOps platforms worldwide decreased from 3.1% to 2.1%.
  • Across the 12 months ending September 2026, Azure Machine Learning’s share of searches among MLOps platforms worldwide peaked at 3.1% in October 2025 and was lowest at 1.8% in August 2026.
  • Across the 12 months ending September 2026, Azure Machine Learning fell from 8th to 9th among MLOps platforms worldwide.

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

6 changes

  1. In September 2026, Amazon SageMaker gained share of searches among MLOps platforms worldwide, from 11.8% to 13.7%.

  2. In September 2026, Dataiku gained share of searches among MLOps platforms worldwide, from 11.3% to 13.1%.

  3. In September 2026, Google Cloud Vertex AI lost share of searches among MLOps platforms worldwide, from 30.8% to 29.2%.

  4. In September 2026, MLflow lost share of searches among MLOps platforms worldwide, from 16.9% to 16%.

  5. In September 2026, Weights & Biases lost share of searches among MLOps platforms worldwide, from 17.4% to 16.6%.

  6. Estimated monthly branded searches for Comet worldwide fell 69.7% over 12 measured months, from 2.9K to 880 in September 2026.

How are Azure Machine Learning’s branded searches counted?

1 search term

Brandwave collects information about searches that people make online using Azure Machine Learning’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.

  • azure machine learning

How the Brand Demand Index is measured

Who owns Azure Machine Learning?

Azure Machine Learning is owned by Microsoft. Brandwave also tracks Microsoft Copilot, Azure AI Document Intelligence, Azure AI Search, Azure Bicep, Azure Blob Storage, Azure Container Apps, Azure Container Registry, Azure Cosmos DB, Azure Data Factory, Azure DevOps, Azure Service Bus, Azure Stream Analytics, Bing, Clipchamp, GitHub Actions, GitHub Copilot, LinkedIn, LinkedIn Ads, LinkedIn Recruiter, LinkedIn Sales Navigator, Microsoft 365, Microsoft Advertising, Microsoft Authenticator, Microsoft Azure, Microsoft Bookings, Microsoft Clarity, Microsoft Defender Vulnerability Management, Microsoft Designer, Microsoft Dynamics 365, Microsoft Dynamics 365 Business Central, Microsoft Dynamics 365 Supply Chain Management, Microsoft Edge, Microsoft Entra, Microsoft Forms, Microsoft Learn, Microsoft OneNote, Microsoft Planner, Microsoft Power Automate Process Mining, Microsoft Power BI, Microsoft PowerPoint, Microsoft Purview, Microsoft Surface, Microsoft Teams, Microsoft To Do, Microsoft Translator, Microsoft Visio, Microsoft Whiteboard, Minecraft, OneDrive, OneNote, Outlook, Power Automate, Power BI, SharePoint, Xbox and Xbox Game Pass, owned by the same company, worldwide.

Do you work for Azure Machine Learning? To request corrections or removal please contact us via our support page and we will be happy to assist.

Where does Azure Machine Learning compete?

Azure Machine Learning 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
AutoML platforms5th of 70.2%Show ranking
Machine learning platforms9th of 100.43%Show ranking
MLOps platforms9th of 112.1%Shown above
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