--- title: "Weights & Biases: search popularity worldwide" description: "Weights & Biases is a machine learning experiment platform. 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/brands/weights-biases" publisher: "Brandwave" --- # Weights & Biases: search popularity worldwide Weights & Biases is a machine learning experiment platform. 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 - **Brand**: Weights & Biases - **Market**: Global - **Measured month**: Aug 2026 - **Share of Search among experiment tracking platforms**: 10.8% ## Where the brand sits | Competitive set | Rank | Share of Search | Estimated monthly branded searches | | --- | --- | --- | --- | | Experiment tracking platforms | 2 | 10.8% | 51.1K | | LLM observability platforms | 3 | 21% | 51.1K | | MLOps platforms | 1 | 45.3% | 51.1K | - [Experiment tracking platforms](/demand/global-en/categories/experiment-tracking-platforms) - [LLM observability platforms](/demand/global-en/categories/llm-observability-platforms) - [MLOps platforms](/demand/global-en/categories/mlops-platforms) ## How has branded search demand for Weights & Biases changed worldwide over the last 12 months? - Across the 11 months ending August 2026, estimated monthly branded searches for Weights & Biases worldwide fell from 79.6K to 51.1K. - Across the 11 months ending August 2026, Weights & Biases’ estimated Share of Search among experiment tracking platforms worldwide decreased from 15.5% to 10.8%. - Across the 11 months ending August 2026, Weights & Biases’ estimated Share of Search among experiment tracking platforms worldwide peaked at 17.9% in November 2025 and was lowest at 10.8% in August 2026. - Across the 11 months ending August 2026, Weights & Biases’ estimated Share of Search among LLM observability platforms worldwide decreased from 33.9% to 21%. - Across the 11 months ending August 2026, Weights & Biases’ estimated Share of Search among LLM observability platforms worldwide peaked at 34% in November 2025 and was lowest at 20.4% in July 2026. - Across the 11 months ending August 2026, Weights & Biases fell from 1st to 3rd among LLM observability platforms worldwide. - Across the 11 months ending August 2026, Weights & Biases’ estimated Share of Search among MLOps platforms worldwide decreased from 48.7% to 45.3%. - Across the 11 months ending August 2026, Weights & Biases’ estimated Share of Search among MLOps platforms worldwide peaked at 54.1% in April 2026 and was lowest at 45.3% in August 2026. ## How did search popularity change for experiment tracking platforms worldwide in August 2026? - In August 2026, Neptune rose from 5th to 4th among experiment tracking platforms worldwide. - In August 2026, Comet fell from 4th to 5th among experiment tracking platforms worldwide. - Estimated monthly branded searches for Weights & Biases worldwide fell 35.8% over 11 measured months, from 79.6K to 51.1K in August 2026. - Estimated monthly branded searches for ClearML worldwide fell 28% over 11 measured months, from 1K to 720 in August 2026. - Estimated monthly branded searches for MLflow worldwide fell 18.2% over 11 measured months, from 60.5K to 49.5K in August 2026. ## How did search popularity change for LLM observability platforms worldwide in August 2026? - In August 2026, Langfuse gained estimated Share of Search among LLM observability platforms worldwide, from 42% to 45.2%. - In August 2026, Weights & Biases gained estimated Share of Search among LLM observability platforms worldwide, from 20.4% to 21%. - In August 2026, LangSmith lost estimated Share of Search among LLM observability platforms worldwide, from 34.6% to 30.4%. - Estimated monthly branded searches for Braintrust worldwide rose 81.3% over 11 measured months, from 1.6K to 2.9K in August 2026. ## How did search popularity change for MLOps platforms worldwide in August 2026? - In August 2026, MLflow gained estimated Share of Search among MLOps platforms worldwide, from 42.1% to 43.9%. - In August 2026, Kubeflow lost estimated Share of Search among MLOps platforms worldwide, from 10.3% to 8.8%. - Weights & Biases’ estimated Share of Search among MLOps platforms worldwide has lost ground for 3 months in a row, from 54% to 45.3% 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. ## Historical estimated branded-search demand | Month | Competitive set | Estimated monthly branded searches | Share of Search | Rank | | --- | --- | --- | --- | --- | | Oct 2025 | Experiment tracking platforms | 79.6K | 15.5% | 2 | | Nov 2025 | Experiment tracking platforms | 79.9K | 17.9% | 2 | | Dec 2025 | Experiment tracking platforms | 76.2K | 15% | 2 | | Jan 2026 | Experiment tracking platforms | 76.2K | 13.1% | 2 | | Feb 2026 | Experiment tracking platforms | 65.2K | 13.4% | 2 | | Mar 2026 | Experiment tracking platforms | 79.6K | 15.5% | 2 | | Apr 2026 | Experiment tracking platforms | 93.1K | 17.7% | 2 | | May 2026 | Experiment tracking platforms | 76.2K | 15.3% | 2 | | Jun 2026 | Experiment tracking platforms | 65K | 15.5% | 2 | | Jul 2026 | Experiment tracking platforms | 53.3K | 11.2% | 2 | | Aug 2026 | Experiment tracking platforms | 51.1K | 10.8% | 2 | | Sep 2026 | Experiment tracking platforms | — | — | — | | Oct 2025 | LLM observability platforms | 79.6K | 33.9% | 1 | | Nov 2025 | LLM observability platforms | 79.9K | 34% | 1 | | Dec 2025 | LLM observability platforms | 76.2K | 32.7% | 1 | | Jan 2026 | LLM observability platforms | 76.2K | 30.3% | 2 | | Feb 2026 | LLM observability platforms | 65.2K | 27.1% | 3 | | Mar 2026 | LLM observability platforms | 79.6K | 27.3% | 3 | | Apr 2026 | LLM observability platforms | 93.1K | 30.4% | 2 | | May 2026 | LLM observability platforms | 76.2K | 26.5% | 3 | | Jun 2026 | LLM observability platforms | 65K | 23.7% | 3 | | Jul 2026 | LLM observability platforms | 53.3K | 20.4% | 3 | | Aug 2026 | LLM observability platforms | 51.1K | 21% | 3 | | Sep 2026 | LLM observability platforms | — | — | — | | Oct 2025 | MLOps platforms | 79.6K | 48.7% | 1 | | Nov 2025 | MLOps platforms | 79.9K | 48.9% | 1 | | Dec 2025 | MLOps platforms | 76.2K | 49.3% | 1 | | Jan 2026 | MLOps platforms | 76.2K | 52.3% | 1 | | Feb 2026 | MLOps platforms | 65.2K | 48.7% | 1 | | Mar 2026 | MLOps platforms | 79.6K | 48.7% | 1 | | Apr 2026 | MLOps platforms | 93.1K | 54.1% | 1 | | May 2026 | MLOps platforms | 76.2K | 54% | 1 | | Jun 2026 | MLOps platforms | 65K | 50.1% | 1 | | Jul 2026 | MLOps platforms | 53.3K | 45.4% | 1 | | Aug 2026 | MLOps platforms | 51.1K | 45.3% | 1 | | Sep 2026 | MLOps platforms | — | — | — | ## 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. - “wandb” - “weights and biases” - “weights biases” ## Which experiment tracking platforms compete with Weights & Biases? - [DVC](/demand/global-en/brands/dvc): Head-to-head: /demand/global-en/compare/dvc-vs-weights-biases - [MLflow](/demand/global-en/brands/mlflow): Head-to-head: /demand/global-en/compare/mlflow-vs-weights-biases - [Neptune](/demand/global-en/brands/neptune): Head-to-head: /demand/global-en/compare/neptune-vs-weights-biases - [Comet](/demand/global-en/brands/comet): Head-to-head: /demand/global-en/compare/comet-vs-weights-biases - [ClearML](/demand/global-en/brands/clearml): Head-to-head: /demand/global-en/compare/clearml-vs-weights-biases ## Methodology - [How is branded search demand measured?](/demand/methodology): Where the figures come from, what they compare, and how they may be reused. ## Cite this page Brandwave. "Weights & Biases: search popularity worldwide". https://gobrandwave.com/demand/global-en/brands/weights-biases This page is also available as HTML at https://gobrandwave.com/demand/global-en/brands/weights-biases. Brandwave publishes an index of its Markdown pages at https://gobrandwave.com/llms.txt.