---
title: "Kubeflow vs Weights & Biases: Which is more popular by branded search?"
description: "Which is more popular in search, Kubeflow or Weights & Biases? Compare estimated monthly branded-search demand and Share of Search inside the MLOps platforms set worldwide. 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."
canonical: "https://gobrandwave.com/demand/global-en/compare/kubeflow-vs-weights-biases"
publisher: "Brandwave"
---

# Kubeflow vs Weights & Biases: Which is more popular by branded search?

Which is more popular in search, Kubeflow or Weights & Biases? Compare estimated monthly branded-search demand and Share of Search inside the MLOps platforms set worldwide. 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.

## Key facts

- **Compared**: Kubeflow and Weights & Biases
- **Competitive set**: MLOps platforms
- **Market**: Global
- **Month measured**: Aug 2026
- **Kubeflow Share of Search**: 8.8%
- **Weights & Biases Share of Search**: 45%

## Which is more popular in search, Kubeflow or Weights & Biases?

- 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%.
- 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?

- 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.

## Month by month

| Month | Kubeflow estimated searches | Kubeflow Share of Search | Kubeflow rank | Weights & Biases estimated searches | Weights & Biases Share of Search | Weights & Biases rank |
| --- | --- | --- | --- | --- | --- | --- |
| Oct 2025 | 18.1K | 11.1% | 3 | 78.6K | 48.4% | 1 |
| Nov 2025 | 18.1K | 11.2% | 3 | 78.6K | 48.5% | 1 |
| Dec 2025 | 14.8K | 9.6% | 3 | 75.3K | 49% | 1 |
| Jan 2026 | 14.8K | 10.2% | 3 | 75.3K | 52% | 1 |
| Feb 2026 | 14.8K | 11.1% | 3 | 64.3K | 48.4% | 1 |
| Mar 2026 | 18.1K | 11.1% | 3 | 78.6K | 48.4% | 1 |
| Apr 2026 | 14.8K | 8.6% | 3 | 92.1K | 53.8% | 1 |
| May 2026 | 12.1K | 8.6% | 3 | 75.3K | 53.7% | 1 |
| Jun 2026 | 12.1K | 9.4% | 3 | 64.3K | 49.8% | 1 |
| Jul 2026 | 12.1K | 10.4% | 3 | 52.6K | 45% | 1 |
| Aug 2026 | 9.9K | 8.8% | 3 | 50.4K | 45% | 1 |
| Sep 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**: Measured on the search term “kubeflow”.
- **Weights & Biases**: Measured on the search terms “wandb” and “weights and biases”, summed into one figure.

- [Kubeflow profile](/demand/global-en/brands/kubeflow)
- [Weights & Biases profile](/demand/global-en/brands/weights-biases)
- [All MLOps platforms worldwide](/demand/global-en/categories/mlops-platforms): The set both shares are measured inside, 5 brands.

## Methodology

- [How is branded search demand measured?](/demand/methodology): Where the figures come from, what they compare, and how they may be reused.

## Frequently asked questions

### Which is more popular in search, Kubeflow or Weights & Biases?

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%.

## Cite this page

Brandwave. "Kubeflow vs Weights & Biases: Which is more popular by branded search?". https://gobrandwave.com/demand/global-en/compare/kubeflow-vs-weights-biases

This page is also available as HTML at https://gobrandwave.com/demand/global-en/compare/kubeflow-vs-weights-biases. Brandwave publishes an index of its Markdown pages at https://gobrandwave.com/llms.txt.