Brandwave

Databricks Mosaic AI vs Weights & Biases:Which is more popular?

In September 2026, Weights & Biases had more branded searches than Databricks Mosaic AI among MLOps platforms worldwide. Weights & Biases had about 51,300 branded searches, while Databricks Mosaic AI had 6,700. Weights & Biases made up 16.6% of all MLOps platform searches we track, and Databricks Mosaic AI accounted for 2.2%. When we asked ChatGPT and Google AI Overviews about MLOps platforms, Databricks Mosaic AI appeared in four of the five answers and Weights & Biases in one. Databricks Mosaic AI was mentioned before Weights & Biases in every answer that named either.

Among MLOps platforms worldwide in September 2026

Who do people search for more?

Weights & Biases, about 8 searches for every 1 for Databricks Mosaic AI

Weights & Biases 51.3K searchesDatabricks Mosaic AI 6.7K searches

Who does AI mention more?

Databricks Mosaic AI, mentioned in 4 of 5 answers, Weights & Biases in 1

Databricks Mosaic AI in 4 of 5Weights & Biases in 1 of 5

Who does AI recommend more?

Databricks Mosaic AI, named ahead of Weights & Biases in 4 of 4 answers

Databricks Mosaic AI first in 4Weights & Biases never first

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Top MLOps platforms in ChatGPT and Google AI Overviews

In three ChatGPT questions and two Google AI Overviews, Databricks Mosaic AI was mentioned in four out of five: in all three ChatGPT answers and in one of the two Google AI Overviews. Weights & Biases was mentioned in one out of five: in one of the three ChatGPT answers, but not in either of the two Google AI Overviews. Databricks Mosaic AI was listed before Weights & Biases in every answer that named either.

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.

Is Databricks Mosaic AI or Weights & Biases more popular in search?

This chart shows how often people search Google for Databricks Mosaic AI and Weights & Biases by name. Each line represents a brand's share of searches for all 11 MLOps platforms we track, month by month, from English-language searches worldwide.

Databricks Mosaic AI and Weights & Biases among MLOps platforms worldwide, by month

Share of searches by month for Weights & Biases, Databricks Mosaic AI. 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%

How has the Databricks Mosaic AI and Weights & Biases comparison changed over the last 12 months?

3 findings

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

2 changes

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

  2. Estimated monthly branded searches for Databricks Mosaic AI worldwide fell 15.2% over 12 measured months, from 7.9K to 6.7K in September 2026.

How are branded searches counted?

5 search terms

Brandwave collects information about searches that people make online using Databricks Mosaic AI’s and Weights & Biases’ 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.

Databricks Mosaic AI

2 branded search terms

  • databricks mosaic ai
  • mosaic ai

Weights & Biases

3 branded search terms

  • wandb
  • weights and biases
  • weights biases

How the Brand Demand Index is measured

Other head-to-heads among MLOps platforms

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