Google Cloud Vertex AI vs Weights & Biases:Which is more popular?
In September 2026, Google Cloud Vertex AI had more branded searches than Weights & Biases among machine learning platforms worldwide. Google Cloud Vertex AI had about 90,500 branded searches, while Weights & Biases had 51,300. Google Cloud Vertex AI made up 6% of all machine learning platform searches we track, and Weights & Biases accounted for 3.4%. When we asked ChatGPT and Google AI Overviews about machine learning platforms, Google Cloud Vertex AI appeared in four of the five answers and Weights & Biases in two. Google Cloud Vertex AI was mentioned before Weights & Biases in every answer that named either.
Who do people search for more?
Google Cloud Vertex AI, about 76% more searches than Weights & Biases
Who does AI mention more?
Google Cloud Vertex AI, mentioned in 4 of 5 answers, Weights & Biases in 2
Who does AI recommend more?
Google Cloud Vertex AI, named ahead of Weights & Biases in 4 of 4 answers
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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. Weights & Biases was mentioned in two out of five: in two of the three ChatGPT answers, but not in either of the two Google AI Overviews. Google Cloud Vertex 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.
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
Asked ChatGPT
“Which machine learning platform should I use?”
Asked ChatGPT
“What are the best machine learning platforms?”
Asked ChatGPT
“What's the best machine learning platform for a data science team?”
Searched Google, AI Overview
“machine learning platforms”
Searched Google, AI Overview
“data science platform”
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 Google Cloud Vertex AI or Weights & Biases more popular in search?
This chart shows how often people search Google for Google Cloud Vertex AI and Weights & Biases by name. Each line represents a brand's share of searches for all ten machine learning platforms we track, month by month, from English-language searches worldwide.
Share of searches by month for Google Cloud Vertex AI, Weights & Biases. The figures are in the table below the chart.
View monthly share of searches table
| 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% |
How has the Google Cloud Vertex AI and Weights & Biases comparison changed over the last 12 months?
3 findings
- Google Cloud Vertex AI was ahead of Weights & Biases in every measured month of the 12 months ending September 2026.
- Across the 12 months ending September 2026, Google Cloud Vertex AI’s share of searches among machine learning platforms worldwide moved from 7.8% to 6%, and its estimated monthly branded searches moved from 135K to 90.5K.
- Across the 12 months ending September 2026, Weights & Biases’ share of searches among machine learning platforms worldwide moved from 4.6% to 3.4%, and its estimated monthly branded searches moved from 79.6K to 51.3K.
How did search popularity change for machine learning platforms worldwide in September 2026?
2 changes
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.
How are branded searches counted?
4 search terms
Brandwave collects information about searches that people make online using Google Cloud Vertex 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.
Google Cloud Vertex AI
1 branded search term
- vertex ai
Weights & Biases
3 branded search terms
- wandb
- weights and biases
- weights biases
Other head-to-heads among machine learning platforms
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