Brandwave

How popular isDataRobot in search?

In September 2026, people searched for DataRobot by name about 9,900 times worldwide, a 55.4% decrease from the previous year. These searches made up 3.2% of all global MLOps platform searches, placing DataRobot sixth out of 11 platforms. These are worldwide searches for English-language branded terms.

Share of searches, September 2026
  1. Google Cloud Vertex AI29.2%
  2. Weights & Biases16.6%
  3. MLflow16%
  4. Amazon SageMaker13.7%
  5. Dataiku13.1%
  6. DataRobot3.2%
  7. Kubeflow3.2%
  8. Databricks Mosaic AI2.2%
  9. Azure Machine Learning2.1%
  10. Neptune0.52%
  11. +1 more
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Which MLOps platforms compete with DataRobot?

DataRobot 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 search popularity between DataRobot and its closest rivals

Every comparison with DataRobot

16 comparisons

How has branded search demand for DataRobot changed worldwide over the last 12 months?

3 findings
  • Across the 12 months ending September 2026, estimated monthly branded searches for DataRobot worldwide fell from 22.2K to 9.9K.
  • Across the 12 months ending September 2026, DataRobot’s share of searches among MLOps platforms worldwide decreased from 4.7% to 3.2%.
  • Across the 12 months ending September 2026, DataRobot’s share of searches among MLOps platforms worldwide peaked at 4.7% in October 2025 and was lowest at 2.9% in April 2026.

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 DataRobot’s branded searches counted?

1 search term

Brandwave collects information about searches that people make online using DataRobot’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.

  • datarobot

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How the Brand Demand Index is measured

Where does DataRobot compete?

DataRobot 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 platforms4th of 70.29%Show ranking
Machine learning platforms8th of 100.65%Show ranking
MLOps platforms6th of 113.2%Shown above
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