--- title: "Amazon SageMaker vs Hugging Face: Which is searched more?" description: "Is Amazon SageMaker or Hugging Face more popular in search? Compare estimated monthly branded-search demand and Share of Search inside the Model fine tuning 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/amazon-sagemaker-vs-hugging-face" publisher: "Brandwave" --- # Amazon SageMaker vs Hugging Face: Which is searched more? Is Amazon SageMaker or Hugging Face more popular in search? Compare estimated monthly branded-search demand and Share of Search inside the Model fine tuning 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**: Amazon SageMaker and Hugging Face - **Competitive set**: Model fine tuning platforms - **Market**: Global - **Month measured**: Sep 2026 - **Amazon SageMaker Share of Search**: 7.3% - **Hugging Face Share of Search**: 51.9% ## Is Amazon SageMaker or Hugging Face more popular in search? - In September 2026, Hugging Face had more branded searches than Amazon SageMaker among model fine tuning platforms worldwide. Hugging Face had about 301,000 branded searches, while Amazon SageMaker had 42,400. Hugging Face made up 51.9% of all model fine tuning platform searches we track, and Amazon SageMaker accounted for 7.3%. - Hugging Face was ahead of Amazon SageMaker in every measured month of the 12 months ending September 2026. - Across the 12 months ending September 2026, Amazon SageMaker’s share of searches among model fine tuning platforms worldwide moved from 12.2% to 7.3%, and its estimated monthly branded searches moved from 66K to 42.4K. - Across the 12 months ending September 2026, Hugging Face’s share of searches among model fine tuning platforms worldwide moved from 45.6% to 51.9%, and its estimated monthly branded searches moved from 246K to 301K. ## Top model fine tuning platforms in ChatGPT and Google AI Overviews In three ChatGPT questions and two Google AI Overviews, Hugging Face appeared in all five answers. Amazon SageMaker was mentioned in two out of five: in two of the three ChatGPT answers, but not in either of the two Google AI Overviews. Hugging Face was listed before Amazon SageMaker 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 | | --- | --- | --- | --- | --- | | Together AI | 1st | 3 of 3 | 2 of 2 | 5 of 5 | | Hugging Face | 2nd | 3 of 3 | 2 of 2 | 5 of 5 | | Fireworks AI | 3rd | 3 of 3 | 0 of 2 | 3 of 5 | | Amazon SageMaker | 4th | 2 of 3 | 0 of 2 | 2 of 5 | | Unsloth | 5th | 2 of 3 | 1 of 2 | 3 of 5 | | Google Cloud Vertex AI | 6th | 1 of 3 | 1 of 2 | 2 of 5 | | Anyscale | Not ranked | 0 of 3 | 0 of 2 | 0 of 5 | | Lamini | Not ranked | 0 of 3 | 0 of 2 | 0 of 5 | | Predibase | Not ranked | 0 of 3 | 0 of 2 | 0 of 5 | ## Every AI answer about model fine tuning platforms - Asked ChatGPT "Which model fine tuning platform should I use?": 1. Together AI, 2. Hugging Face, 3. Fireworks AI - Asked ChatGPT "What are the best model fine tuning platforms?": 1. Together AI, 2. Hugging Face, 3. Fireworks AI, 4. Amazon SageMaker, 5. Unsloth, 6. Google Cloud Vertex AI - Asked ChatGPT "What's the best model fine tuning platform for a machine learning team?": 1. Together AI, 2. Hugging Face, 3. Amazon SageMaker, 4. Fireworks AI, 5. Unsloth - Searched Google, AI Overview "llm fine tuning platform": 1. Together AI, 2. Google Cloud Vertex AI, 3. Unsloth, 4. Hugging Face - Searched Google, AI Overview "ai model fine tuning": 1. Hugging Face, 2. Together AI Not named in any answer: Anyscale, Lamini and Predibase. Brands are listed in the order each answer named them. The answers were collected in the United States on October 21, 2026. ## How did search popularity change for model fine tuning platforms worldwide in September 2026? - In September 2026, Amazon SageMaker gained share of searches among model fine tuning platforms worldwide, from 5.1% to 7.3%. - In September 2026, Hugging Face lost share of searches among model fine tuning platforms worldwide, from 54.6% to 51.9%. ## Month by month | Month | Amazon SageMaker estimated searches | Amazon SageMaker Share of Search | Amazon SageMaker rank | Hugging Face estimated searches | Hugging Face Share of Search | Hugging Face rank | | --- | --- | --- | --- | --- | --- | --- | | Oct 2025 | 66K | 12.2% | 3 | 246K | 45.6% | 1 | | Nov 2025 | 57.3K | 10.4% | 3 | 246K | 44.7% | 1 | | Dec 2025 | 46.9K | 8.6% | 3 | 246K | 45.2% | 1 | | Jan 2026 | 51.8K | 8.5% | 3 | 301K | 49.4% | 1 | | Feb 2026 | 46.9K | 8.6% | 3 | 246K | 44.9% | 1 | | Mar 2026 | 51.8K | 7.5% | 5 | 301K | 43.3% | 1 | | Apr 2026 | 46.9K | 6% | 5 | 368K | 47.3% | 1 | | May 2026 | 42.4K | 6.7% | 5 | 301K | 47.7% | 1 | | Jun 2026 | 42.4K | 6.9% | 5 | 301K | 49% | 1 | | Jul 2026 | 34.6K | 5.9% | 5 | 301K | 51.5% | 1 | | Aug 2026 | 34.6K | 5.1% | 5 | 368K | 54.6% | 1 | | Sep 2026 | 42.4K | 7.3% | 5 | 301K | 51.9% | 1 | ## How each brand is measured Brandwave collects information about searches that people make online using Amazon SageMaker’s and Hugging Face’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. - **Amazon SageMaker**: Measured on the search terms “amazon sagemaker”, “aws sagemaker” and “sagemaker”, summed into one figure. - **Hugging Face**: Measured on the search terms “hugging face” and “huggingface”, summed into one figure. - [Amazon SageMaker profile](/demand/global-en/brands/amazon-sagemaker) - [Hugging Face profile](/demand/global-en/brands/hugging-face) - [All model fine tuning platforms worldwide](/demand/global-en/categories/model-fine-tuning-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 Amazon SageMaker or Hugging Face more popular in search? In September 2026, Hugging Face had more branded searches than Amazon SageMaker among model fine tuning platforms worldwide. Hugging Face had about 301,000 branded searches, while Amazon SageMaker had 42,400. Hugging Face made up 51.9% of all model fine tuning platform searches we track, and Amazon SageMaker accounted for 7.3%. ## Cite this page Brandwave. "Amazon SageMaker vs Hugging Face: Which is searched more?". https://gobrandwave.com/demand/global-en/compare/amazon-sagemaker-vs-hugging-face This page is also available as HTML at https://gobrandwave.com/demand/global-en/compare/amazon-sagemaker-vs-hugging-face. Brandwave publishes an index of its Markdown pages at https://gobrandwave.com/llms.txt.