--- title: "CVAT vs Label Studio: Which is searched more?" description: "Is CVAT or Label Studio more popular in search? Compare estimated monthly branded-search demand and Share of Search inside the Data labelling 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/cvat-vs-label-studio" publisher: "Brandwave" --- # CVAT vs Label Studio: Which is searched more? Is CVAT or Label Studio more popular in search? Compare estimated monthly branded-search demand and Share of Search inside the Data labelling 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**: CVAT and Label Studio - **Competitive set**: Data labelling platforms - **Market**: Global - **Month measured**: Sep 2026 - **CVAT Share of Search**: 2.3% - **Label Studio Share of Search**: 1.6% ## Is CVAT or Label Studio more popular in search? - In September 2026, CVAT had more branded searches than Label Studio among data labelling platforms worldwide. CVAT had about 33,100 branded searches, while Label Studio had 22,200. CVAT made up 2.3% of all data labelling platform searches we track, and Label Studio accounted for 1.6%. - CVAT was ahead of Label Studio in every measured month of the 12 months ending September 2026. - Across the 12 months ending September 2026, CVAT’s share of searches among data labelling platforms worldwide moved from 2.4% to 2.3%, and its estimated monthly branded searches moved from 40.5K to 33.1K. - Across the 12 months ending September 2026, Label Studio’s share of searches among data labelling platforms worldwide moved from 2% to 1.6%, and its estimated monthly branded searches moved from 33.1K to 22.2K. ## Top data labelling platforms in ChatGPT and Google AI Overviews In three ChatGPT questions and two Google AI Overviews, both CVAT and Label Studio showed up in all five answers. Label Studio was listed before CVAT in every answer. Brands get a higher AI rank if they are mentioned earlier in the answers that list options. | Brand | AI rank | ChatGPT answers that named it | Google AI Overviews that named it | All answers that named it | | --- | --- | --- | --- | --- | | Label Studio | 1st | 3 of 3 | 2 of 2 | 5 of 5 | | Labelbox | 2nd | 3 of 3 | 2 of 2 | 5 of 5 | | CVAT | 3rd | 3 of 3 | 2 of 2 | 5 of 5 | | SuperAnnotate | 4th | 1 of 3 | 1 of 2 | 2 of 5 | | Encord | 5th | 2 of 3 | 0 of 2 | 2 of 5 | | Roboflow | 6th | 2 of 3 | 2 of 2 | 4 of 5 | | Scale AI | 7th | 2 of 3 | 0 of 2 | 2 of 5 | | Appen | 8th | 0 of 3 | 1 of 2 | 1 of 5 | | Snorkel | Not ranked | 0 of 3 | 0 of 2 | 0 of 5 | ## Every AI answer about data labelling platforms - Asked ChatGPT "Which data labelling platform should I use?": 1. Label Studio, 2. CVAT, 3. Labelbox, 4. Roboflow - Asked ChatGPT "What are the best data labelling platforms?": 1. Labelbox, 2. Encord, 3. SuperAnnotate, 4. Scale AI, 5. Label Studio, 6. CVAT, 7. Roboflow - Asked ChatGPT "What's the best data labelling platform for training data?": 1. Label Studio, 2. Labelbox, 3. Scale AI, 4. Encord, 5. CVAT - Searched Google, AI Overview "data labelling platforms": 1. Label Studio, 2. CVAT, 3. Labelbox, 4. Roboflow, 5. Appen - Searched Google, AI Overview "data annotation tools": 1. Label Studio, 2. CVAT, 3. SuperAnnotate, 4. Roboflow, 5. Labelbox Not named in any answer: Snorkel. Brands are listed in the order each answer named them. The answers were collected in the United States on October 20, 2026. ## How did search popularity change for data labelling platforms worldwide in September 2026? - Estimated monthly branded searches for Label Studio worldwide fell 32.9% over 12 measured months, from 33.1K to 22.2K in September 2026. - Estimated monthly branded searches for CVAT worldwide fell 18.3% over 12 measured months, from 40.5K to 33.1K in September 2026. ## Month by month | Month | CVAT estimated searches | CVAT Share of Search | CVAT rank | Label Studio estimated searches | Label Studio Share of Search | Label Studio rank | | --- | --- | --- | --- | --- | --- | --- | | Oct 2025 | 40.5K | 2.4% | 4 | 33.1K | 2% | 5 | | Nov 2025 | 40.5K | 2.5% | 4 | 33.1K | 2% | 5 | | Dec 2025 | 40.5K | 2.9% | 4 | 27.1K | 1.9% | 5 | | Jan 2026 | 40.5K | 2.5% | 4 | 27.1K | 1.6% | 5 | | Feb 2026 | 33.1K | 2.3% | 4 | 27.1K | 1.9% | 5 | | Mar 2026 | 40.5K | 2.4% | 4 | 33.1K | 2% | 5 | | Apr 2026 | 40.5K | 2.4% | 4 | 33.1K | 1.9% | 5 | | May 2026 | 40.5K | 2.4% | 4 | 27.1K | 1.6% | 5 | | Jun 2026 | 40.5K | 2.8% | 4 | 27.1K | 1.9% | 5 | | Jul 2026 | 40.5K | 2.9% | 4 | 27.1K | 2% | 5 | | Aug 2026 | 33.1K | 2.4% | 4 | 22.2K | 1.6% | 6 | | Sep 2026 | 33.1K | 2.3% | 4 | 22.2K | 1.6% | 6 | ## How each brand is measured Brandwave collects information about searches that people make online using CVAT’s and Label Studio’s 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. - **CVAT**: Measured on the search term “cvat”. - **Label Studio**: Measured on the search term “label studio”. - [CVAT profile](/demand/global-en/brands/cvat) - [Label Studio profile](/demand/global-en/brands/label-studio) - [All data labelling platforms worldwide](/demand/global-en/categories/data-labelling-platforms): The set both shares are measured inside, 9 brands. ## Methodology - [How is the Brand Demand Index measured?](/demand/methodology): Where the figures come from, what they compare, and how they may be reused. ## Frequently asked questions ### Is CVAT or Label Studio more popular in search? In September 2026, CVAT had more branded searches than Label Studio among data labelling platforms worldwide. CVAT had about 33,100 branded searches, while Label Studio had 22,200. CVAT made up 2.3% of all data labelling platform searches we track, and Label Studio accounted for 1.6%. ## Cite this page Brandwave. "CVAT vs Label Studio: Which is searched more?". https://gobrandwave.com/demand/global-en/compare/cvat-vs-label-studio This page is also available as HTML at https://gobrandwave.com/demand/global-en/compare/cvat-vs-label-studio. Brandwave publishes an index of its Markdown pages at https://gobrandwave.com/llms.txt.