--- title: "Unsloth: search popularity worldwide" description: "Unsloth is open source software for fine tuning language models. 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/unsloth" publisher: "Brandwave" --- # Unsloth: search popularity worldwide Unsloth is open source software for fine tuning language models. 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**: Unsloth - **Market**: Global - **Measured month**: Sep 2026 - **Share of Search among model fine tuning platforms**: 13.7% ## Where the brand sits | Competitive set | Rank | Share of Search | Estimated monthly branded searches | | --- | --- | --- | --- | | Model fine tuning platforms | 3 | 13.7% | 79.4K | - [Model fine tuning platforms](/demand/global-en/categories/model-fine-tuning-platforms) ## Top model fine tuning platforms in ChatGPT and Google AI Overviews In three ChatGPT questions and two Google AI Overviews, Unsloth was mentioned in three out of five: in two of the three ChatGPT answers and in one of the two Google AI Overviews. Unsloth is the fifth most recommended of the nine. 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 has branded search demand for Unsloth changed worldwide over the last 12 months? - Across the 12 months ending September 2026, estimated monthly branded searches for Unsloth worldwide rose from 36.7K to 79.4K. - Across the 12 months ending September 2026, Unsloth’s share of searches among model fine tuning platforms worldwide increased from 6.8% to 13.7%. - Across the 12 months ending September 2026, Unsloth’s share of searches among model fine tuning platforms worldwide peaked at 14.6% in August 2026 and was lowest at 5% in January 2026. - Across the 12 months ending September 2026, Unsloth rose from 4th to 3rd among model fine tuning platforms worldwide. ## How did search popularity change for model fine tuning platforms worldwide in September 2026? - In September 2026, Google Cloud Vertex AI overtook Unsloth to rank 2nd among model fine tuning platforms worldwide, with 15.6% of the searches. - 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%. - In September 2026, Unsloth lost share of searches among model fine tuning platforms worldwide, from 14.6% to 13.7%. - Estimated monthly branded searches for Together AI worldwide rose 45.6% over 12 measured months, from 36K to 52.4K in September 2026. - Estimated monthly branded searches for Predibase worldwide fell 55% over 12 measured months, from 1.6K to 720 in September 2026. ## Historical estimated branded-search demand | Month | Competitive set | Estimated monthly branded searches | Share of Search | Rank | | --- | --- | --- | --- | --- | | Oct 2025 | Model fine tuning platforms | 36.7K | 6.8% | 4 | | Nov 2025 | Model fine tuning platforms | 30K | 5.5% | 5 | | Dec 2025 | Model fine tuning platforms | 36.7K | 6.7% | 4 | | Jan 2026 | Model fine tuning platforms | 30.7K | 5% | 5 | | Feb 2026 | Model fine tuning platforms | 30.7K | 5.6% | 5 | | Mar 2026 | Model fine tuning platforms | 56.1K | 8.1% | 4 | | Apr 2026 | Model fine tuning platforms | 82.1K | 10.6% | 3 | | May 2026 | Model fine tuning platforms | 53.9K | 8.5% | 3 | | Jun 2026 | Model fine tuning platforms | 54.9K | 8.9% | 4 | | Jul 2026 | Model fine tuning platforms | 53.9K | 9.2% | 4 | | Aug 2026 | Model fine tuning platforms | 98.6K | 14.6% | 2 | | Sep 2026 | Model fine tuning platforms | 79.4K | 13.7% | 3 | ## How are Unsloth’s branded searches counted? Brandwave collects information about searches that people make online using Unsloth’s 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. - “unsloth” - “unsloth ai” ## Which model fine tuning platforms compete with Unsloth? - [Hugging Face](/demand/global-en/brands/hugging-face): Head-to-head: /demand/global-en/compare/hugging-face-vs-unsloth - [Google Cloud Vertex AI](/demand/global-en/brands/vertex-ai): Head-to-head: /demand/global-en/compare/unsloth-vs-vertex-ai - [Together AI](/demand/global-en/brands/together-ai): Head-to-head: /demand/global-en/compare/together-ai-vs-unsloth - [Amazon SageMaker](/demand/global-en/brands/amazon-sagemaker): Head-to-head: /demand/global-en/compare/amazon-sagemaker-vs-unsloth - [Anyscale](/demand/global-en/brands/anyscale): Head-to-head: /demand/global-en/compare/anyscale-vs-unsloth - [Lamini](/demand/global-en/brands/lamini) - [Predibase](/demand/global-en/brands/predibase) - [Fireworks AI](/demand/global-en/brands/fireworks-ai) ## Methodology - [How is the Brand Demand Index measured?](/demand/methodology): Where the figures come from, what they compare, and how they may be reused. ## Cite this page Brandwave. "Unsloth: search popularity worldwide". https://gobrandwave.com/demand/global-en/brands/unsloth This page is also available as HTML at https://gobrandwave.com/demand/global-en/brands/unsloth. Brandwave publishes an index of its Markdown pages at https://gobrandwave.com/llms.txt.