Hugging Face é a principal plataforma e comunidade de código aberto para machine learning. Fornece ferramentas para desenvolvedores e pesquisadores construírem, treinarem e implantarem modelos de última geração, oferecendo um vasto hub de modelos pré-treinados, datasets e aplicações de demonstração.
ModelScope é uma comunidade e plataforma de modelos de IA de código aberto, oferecendo uma vasta biblioteca de modelos e conjuntos de dados. Fornece um ecossistema de "Modelo como Serviço" (MaaS) com ferramentas para treino, inferência e desenvolvimento de aplicações fáceis, suportado por recursos de computação gratuitos.
Hugging Face é a principal plataforma e comunidade de código aberto para machine learning. Fornece ferramentas para desenvolvedores e pesquisadores construírem, treinarem e implantarem modelos de última geração, oferecendo um vasto hub de modelos pré-treinados, datasets e aplicações de demonstração.
ModelScope é uma comunidade e plataforma de modelos de IA de código aberto, oferecendo uma vasta biblioteca de modelos e conjuntos de dados. Fornece um ecossistema de "Modelo como Serviço" (MaaS) com ferramentas para treino, inferência e desenvolvimento de aplicações fáceis, suportado por recursos de computação gratuitos.
| Feature | Hugging Face | ModelScope |
|---|---|---|
| Categoria principal | Conjunto de dados | Hub de Modelos |
| Adicionado | 2025-08-17 | 2025-08-03 |
| Preço | Freemium | Freemium |
| Site oficial | huggingface.co | modelscope.cn |
| Tipo de produto | Site | Site |
| Performance data | ||
| Avaliação | Não verificado | Não verificado |
| Comentários | 0 | 0 |
| Visitas mensais | 27.4M | 2.9M |
| Crescimento mensal | -9.6% | -26.3% |
| Favoritos | 117 | 114 |
| Details | Ver detalhes | Ver detalhes |
Compare Hugging Face and ModelScope by monthly reach, traffic trend, visit depth, top regions, and acquisition sources.
In the Hugging Face vs ModelScope monthly traffic comparison, Hugging Face currently shows 27.4M visits and ModelScope shows 2.9M; Hugging Face has about 9.4 times the visible traffic of ModelScope, an absolute difference of about 24.4M visits. This reflects visible reach, not feature quality or paid users.
Both tools provide verified traffic details, so monthly trends, visit depth, regions, and acquisition sources can be compared on the same basis.
ModelScope is registered at the modelscope.cn/home subpage. Because the current data does not state whether other host pages are excluded, treat this as domain-level context rather than independent traffic for one product or project.
| Country/region | Percentage | Traffic |
|---|---|---|
| 🇺🇸United States | 38.11% | 10.4M |
| 🇨🇳China | 25.84% | 7.1M |
| 🇮🇳India | 17.44% | 4.8M |
| 🇷🇺Russia | 9.32% | 2.6M |
| 🇩🇪Germany | 9.29% | 2.5M |
| Source type | Percentage | Traffic |
|---|---|---|
| Direto | 79.44% | 21.7M |
| Referência | 19.3% | 5.3M |
| 1.26% | 344.8K |
| Country/region | Percentage | Traffic |
|---|---|---|
| 🇨🇳China | 88.58% | 2.6M |
| 🇺🇸United States | 4.98% | 145.7K |
| 🇭🇰Hong Kong | 4.52% | 132.2K |
| 🇹🇼Taiwan | 1.19% | 34.8K |
| 🇸🇬Singapore | 0.73% | 21.4K |
| Source type | Percentage | Traffic |
|---|---|---|
| Direto | 83.92% | 2.5M |
| Referência | 16% | 468.1K |
| 0.08% | 2.3K |
This in-depth Hugging Face vs ModelScope comparison uses only the product records, taxonomy, audience, traffic, and community signals available on this page. Hugging Face is primarily listed under “Conjunto de dados”, while ModelScope is primarily listed under “Hub de Modelos”, so the first decision is whether your actual task matches their recorded scope.
The structured fields currently show these decision-relevant differences: Primary category (Hugging Face: Conjunto de dados; ModelScope: Hub de Modelos); Monthly visits (Hugging Face: 27.4M; ModelScope: 2.9M); Monthly growth (Hugging Face: -9.6%; ModelScope: -26.3%); Favorites (Hugging Face: 117; ModelScope: 114); Website (Hugging Face: huggingface.co; ModelScope: modelscope.cn). These facts are more useful for selection than brand visibility alone.
In the Hugging Face vs ModelScope monthly traffic comparison, Hugging Face currently shows 27.4M visits and ModelScope shows 2.9M; Hugging Face has about 9.4 times the visible traffic of ModelScope, an absolute difference of about 24.4M visits. This reflects visible reach, not feature quality or paid users.
Both tools provide verified traffic details, so monthly trends, visit depth, regions, and acquisition sources can be compared on the same basis.
ModelScope is registered at the modelscope.cn/home subpage. Because the current data does not state whether other host pages are excluded, treat this as domain-level context rather than independent traffic for one product or project.
If public market visibility is an important first-pass criterion, investigate Hugging Face first. The final choice should still follow taxonomy, use case, and a real trial because higher traffic does not prove broader capabilities or better workflow fit.
Hugging Face and ModelScope currently overlap in shared tags: Comunidade de IA, visão computacional, Grandes modelos de linguagem, NLP e Código Aberto. This can place both on the same shortlist, but it does not prove equal implementation, depth, or cost.
Hugging Face's unique categories/tags are Conjunto de dados, Aprendizado de Máquina, Colaboração, Hospedagem de conjuntos de dados, plataforma de desenvolvedor, modelos de difusão, aprendizado de máquina e Hub de modelos; ModelScope's are Hub de Modelos, Pesquisa, Low-Code No-Code, Desenvolvimento de IA, Alibaba, Ajuste fino, MaaS e Biblioteca de modelos. These unique fields are the strongest differentiators: validate the product whose recorded scope matches the task instead of following traffic alone.
Hugging Face has no verified rating, 0 comments, 117 favorites, and 126 likes；ModelScope has no verified rating, 0 comments, 114 favorites, and 118 likes。
Neither product has enough rating or comment samples for a credible reputation ranking.
Put Hugging Face on the priority trial list when the task aligns with “Conjunto de dados” and especially Conjunto de dados, Aprendizado de Máquina, Colaboração, Hospedagem de conjuntos de dados, plataforma de desenvolvedor e modelos de difusão. This follows recorded positioning and does not imply unlisted capabilities are absent.
Hugging Face also currently records: pricing is freemium, product type is website, 27.4M verified monthly visits, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.
Put ModelScope on the priority trial list when the task aligns with “Hub de Modelos” and especially Hub de Modelos, Pesquisa, Low-Code No-Code, Desenvolvimento de IA, Alibaba e Ajuste fino. This follows recorded positioning and does not imply unlisted capabilities are absent.
ModelScope also currently records: pricing is freemium, product type is website, 2.9M monthly visits shown for the registered host (subpage scope unknown), no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.
The available data describes positioning, public visibility, and community signals, but it cannot prove output quality, speed, integration effort, privacy, or long-term cost in your workflow. Before deciding, run the same representative tasks in Hugging Face and ModelScope, then record completion time, accuracy, manual corrections, and the real paid threshold. A like-for-like trial turns this comparison into a defensible adoption decision.
