Anyscale vs Hugging Face:Which is more popular?
In September 2026, Hugging Face had more branded searches than Anyscale among model fine tuning platforms worldwide. Hugging Face had about 301,000 branded searches, while Anyscale had 6,600. Hugging Face made up 51.9% of all model fine tuning platform searches we track, and Anyscale accounted for 1.1%. When we asked ChatGPT and Google AI Overviews about model fine tuning platforms, Hugging Face appeared in all five answers and Anyscale in none.
Who do people search for more?
Hugging Face, about 46 searches for every 1 for Anyscale
Who does AI mention more?
Hugging Face, mentioned in every answer we collected
Who does AI recommend more?
Hugging Face, the only one of the two named
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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. Anyscale did not appear in any of the five answers.
Most recommended by AI
Brands get a higher ranking if they are mentioned earlier in the answers.
Mentioned by AI
Each dot is one answer, filled in when that answer mentions the brand.
- Hugging Face5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Together AI5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Unsloth3 of 5Named in 2 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Google Cloud Vertex AI2 of 5Named in 1 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Amazon SageMaker2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Anyscale0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers- Lamini0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Predibase0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers
See every answer about model fine tuning platforms
5 answers
Asked ChatGPT
“Which model fine tuning platform should I use?”
Asked ChatGPT
“What are the best model fine tuning platforms?”
Asked ChatGPT
“What's the best model fine tuning platform for a machine learning team?”
Searched Google, AI Overview
“llm fine tuning platform”
Searched Google, AI Overview
“ai model fine tuning”
Brands are shown in the order each answer named them. The survey took place in the United States on October 21, 2026.
Is Anyscale or Hugging Face more popular in search?
This chart shows how often people search Google for Anyscale and Hugging Face by name. Each line represents a brand's share of searches for all nine model fine tuning platforms we track, month by month, from English-language searches worldwide.
Share of searches by month for Hugging Face, Anyscale. The figures are in the table below the chart.
View monthly share of searches table
| Month | Hugging Face | Google Cloud Vertex AI | Unsloth | Together AI | Amazon SageMaker | Anyscale | Lamini | Predibase |
|---|---|---|---|---|---|---|---|---|
| Oct 2025 | 45.6% | 25% | 6.8% | 6.7% | 12.2% | 1.8% | 1.5% | 0.3% |
| Nov 2025 | 44.7% | 30% | 5.5% | 6.5% | 10.4% | 1.5% | 1.2% | 0.24% |
| Dec 2025 | 45.2% | 30.3% | 6.7% | 6.5% | 8.6% | 1.2% | 1.2% | 0.18% |
| Jan 2026 | 49.4% | 27.1% | 5% | 7.1% | 8.5% | 1.3% | 1.3% | 0.16% |
| Feb 2026 | 44.9% | 30.1% | 5.6% | 7.9% | 8.6% | 1.5% | 1.2% | 0.16% |
| Mar 2026 | 43.3% | 28.9% | 8.1% | 9.2% | 7.5% | 1.2% | 1.7% | 0.14% |
| Apr 2026 | 47.3% | 25.8% | 10.6% | 8.2% | 6% | 0.85% | 1% | 0.13% |
| May 2026 | 47.7% | 26.1% | 8.5% | 8.4% | 6.7% | 1% | 1.3% | 0.14% |
| Jun 2026 | 49% | 22% | 8.9% | 10.3% | 6.9% | 1.3% | 1.3% | 0.16% |
| Jul 2026 | 51.5% | 18.8% | 9.2% | 11% | 5.9% | 1.7% | 1.7% | 0.17% |
| Aug 2026 | 54.6% | 13.4% | 14.6% | 9.5% | 5.1% | 1.5% | 1.2% | 0.11% |
| Sep 2026 | 51.9% | 15.6% | 13.7% | 9% | 7.3% | 1.1% | 1.1% | 0.12% |
How has the Anyscale and Hugging Face comparison changed over the last 12 months?
3 findings
- Hugging Face was ahead of Anyscale in every measured month of the 12 months ending September 2026.
- Across the 12 months ending September 2026, Anyscale’s share of searches among model fine tuning platforms worldwide moved from 1.8% to 1.1%, and its estimated monthly branded searches moved from 9.9K to 6.6K.
- 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.
How did search popularity change for model fine tuning platforms worldwide in September 2026?
2 changes
In September 2026, Hugging Face lost share of searches among model fine tuning platforms worldwide, from 54.6% to 51.9%.
Estimated monthly branded searches for Anyscale worldwide fell 33.3% over 12 measured months, from 9.9K to 6.6K in September 2026.
How are branded searches counted?
3 search terms
Brandwave collects information about searches that people make online using Anyscale’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.
Anyscale
1 branded search term
- anyscale
Hugging Face
2 branded search terms
- hugging face
- huggingface
Other head-to-heads among model fine tuning platforms
- Hugging Face vs Google Cloud Vertex AI: compare popularity
- Hugging Face vs Unsloth: compare popularity
- Hugging Face vs Together AI: compare popularity
- Hugging Face vs Amazon SageMaker: compare popularity
- Google Cloud Vertex AI vs Unsloth: compare popularity
- Google Cloud Vertex AI vs Together AI: compare popularity
Put your own brand in this comparison
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