How popular isWeights & Biases in search?
In August 2026, there were an estimated 50.4K branded searches for Weights & Biases worldwide which is down 35.9% over the last 11 months. Weights & Biases holds 45% estimated Share of Search among MLOps platforms worldwide and is ranked 1st of 5 competitors for search popularity. These are worldwide searches for English-language branded terms.
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Which MLOps platforms compete with Weights & Biases?
Share of Search by month for Weights & Biases, MLflow, 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 | — | — | — | — | — |
| Rank | Brand | Share of Search | Estimated monthly branded searches | vs prior month | Share change |
|---|---|---|---|---|---|
| 1, held 1st | 45% | 50.4K | -4.2% | -0.1 points | |
| 2, held 2nd | 44.2% | 49.5K | 0% | +1.8 points | |
| 3, held 3rd | 8.8% | 9.9K | -18.2% | -1.5 points | |
| 4, moved from 5th to 4th | 1.2% | 1.3K | 0% | 0 pointsmoved from 5th to 4th | |
| 5, moved from 4th to 5th | 0.89% | 1K | -23.1% | -0.2 pointsmoved from 4th to 5th |
45%
Held 1st. 50.4K estimated branded searches, -4.2% vs prior month. Share -0.1 points.
2.
MLflow
44.2%
Held 2nd. 49.5K estimated branded searches, 0% vs prior month. Share +1.8 points.
3.
Kubeflow8.8%
Held 3rd. 9.9K estimated branded searches, -18.2% vs prior month. Share -1.5 points.
4.
Neptune1.2%
Moved from 5th to 4th. 1.3K estimated branded searches, 0% vs prior month. Share 0 points.
5.
Comet0.89%
Moved from 4th to 5th. 1K estimated branded searches, -23.1% vs prior month. Share -0.2 points.
Compare search popularity between Weights & Biases and its closest rivals
How has branded search demand for Weights & Biases changed worldwide over the last 12 months?
3 findings
- Across the 11 months ending August 2026, estimated monthly branded searches for Weights & Biases worldwide fell from 78.6K to 50.4K.
- Across the 11 months ending August 2026, Weights & Biases’ estimated Share of Search among MLOps platforms worldwide decreased from 48.4% to 45%.
- Across the 11 months ending August 2026, Weights & Biases’ estimated Share of Search among MLOps platforms worldwide peaked at 53.8% in April 2026 and was lowest at 45% in August 2026.
How did search popularity change for MLOps platforms worldwide in August 2026?
5 changes
In August 2026, MLflow gained estimated Share of Search among MLOps platforms worldwide, from 42.4% to 44.2%.
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.
In August 2026, Neptune rose from 5th to 4th among MLOps platforms worldwide.
In August 2026, Comet fell from 4th to 5th among MLOps platforms worldwide.
Where does Weights & Biases compete?
| Competitor set | Rank | Share of Search | Ranking |
|---|---|---|---|
| LLM observability platforms | 3rd of 5 | 20.8% | Show ranking |
| MLOps platforms | 1st of 5 | 45% | Shown above |
How is Weights & Biases measured?
Brandwave collects information about searches that people make online using Weights & Biases’ name. When viewed over time, estimated search volumes for these branded terms can be used to understand whether interest in the brand is growing, holding steady, or fading.
2 branded search terms
- wandb
- weights and biases
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