Kubeflow vs Weights & Biases:Which is more popular by branded search?
In August 2026, Weights & Biases had more branded searches than Kubeflow among MLOps platforms worldwide. Weights & Biases was estimated to have 50.4K branded searches compared to Kubeflow’s 9.9K, and held a 45% Share of Search versus Kubeflow’s 8.8%. These are worldwide searches for English-language branded terms.
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Which is more popular in search, Kubeflow or Weights & Biases?
Compare the platforms used to run machine learning in production. Branded searches tell you how often people look for a brand by name or related terms. Comparing these searches across competitors helps you see how popular each brand is over time.
Share of Search by month for Weights & Biases, Kubeflow. The figures are in the table below the chart.
View monthly share of search table
| Month | Weights & Biases | MLflow | Kubeflow | Neptune | Comet |
|---|---|---|---|---|---|
| Oct 2025 | 48.4% | 37.2% | 11.1% | 1.5% | 1.8% |
| Nov 2025 | 48.5% | 37.3% | 11.2% | 1.5% | 1.5% |
| Dec 2025 | 49% | 32.2% | 9.6% | 7.9% | 1.2% |
| Jan 2026 | 52% | 34.2% | 10.2% | 2% | 1.7% |
| Feb 2026 | 48.4% | 37.2% | 11.1% | 1.8% | 1.4% |
| Mar 2026 | 48.4% | 37.2% | 11.1% | 1.8% | 1.5% |
| Apr 2026 | 53.8% | 35.3% | 8.6% | 1.1% | 1.1% |
| May 2026 | 53.7% | 35.3% | 8.6% | 1.1% | 1.1% |
| Jun 2026 | 49.8% | 38.3% | 9.4% | 1.5% | 1% |
| Jul 2026 | 45% | 42.4% | 10.4% | 1.1% | 1.1% |
| Aug 2026 | 45% | 44.2% | 8.8% | 1.2% | 0.89% |
| Sep 2026 | — | — | — | — | — |
How has the Kubeflow and Weights & Biases comparison changed over the last 12 months?
3 findings
- Weights & Biases was ahead of Kubeflow in every measured month of the 11 months ending August 2026.
- Across the 11 months ending August 2026, Kubeflow’s estimated Share of Search among MLOps platforms worldwide moved from 11.1% to 8.8%, and its estimated monthly branded searches moved from 18.1K to 9.9K.
- Across the 11 months ending August 2026, Weights & Biases’ estimated Share of Search among MLOps platforms worldwide moved from 48.4% to 45%, and its estimated monthly branded searches moved from 78.6K to 50.4K.
How did search popularity change for MLOps platforms worldwide in August 2026?
2 changes
In August 2026, Kubeflow lost estimated Share of Search among MLOps platforms worldwide, from 10.4% to 8.8%.
Weights & Biases’ estimated Share of Search among MLOps platforms worldwide has lost ground for 3 months in a row, from 53.7% to 45% in August 2026.
How each brand is measured
Brandwave collects information about searches that people make online using Kubeflow’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.
Kubeflow
1 branded search term
- kubeflow
Weights & Biases
2 branded search terms
- wandb
- weights and biases
Put your own brand in this comparison
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