# ModelScope vs Scale

ModelScope 每月有 3,085,423 次造訪，月增率 +5.1%，定價模式為免費。Scale 每月有 616,915 次造訪，成長率 +12.5%，定價模式為需聯絡報價。

| 指標 | [ModelScope](https://openaitools.app/tw/tool/modelscope-community) | [Scale](https://openaitools.app/tw/tool/scale) |
| :--- | :--- | :--- |
| 網站網址 | https://www.modelscope.cn | https://scale.com |
| 分類 | 開源 AI 模型, AI 模型, AI 開發者工具, Large Language Models (LLMs) | AI 開發者工具, Large Language Models (LLMs), AI 模型, AI Agent |
| 定價模式 | 免費 | 需聯絡報價 |
| 每月造訪次數 | 3,085,423 | 616,915 |
| 月成長率 | +5.1% | +12.5% |
| 主要市場 | 中國 | 美國 |
| 直接造訪 | 2,108,104 | 191,408 |
| 評論分數 | 4.5 | 4.7 |
| 收藏數 | 0 | 3 |
| 支援平台 | 網站 | 網站 |

## ModelScope

ModelScope (魔搭社区) is an open-source AI community and model service platform that hosts thousands of pretrained models, datasets, and ready-to-run demos, backed by Alibaba Cloud infrastructure.

**價格與方案:** Free to use. Browsing, downloading models and datasets, and running online demos are free; free GPU/CPU notebook credits and hosted inference are available, with additional cloud resources tied to Alibaba Cloud services.

- **Model & Dataset Hub:** Browse and download thousands of pretrained models and datasets across NLP, vision, audio, and multimodal tasks.
- **One-click Online Demos:** Try models directly in the browser through hosted inference demos without local setup.
- **Free Notebook Compute:** Run training and fine-tuning in cloud notebooks with complimentary GPU and CPU resources.
- **Python Library & SDK:** Integrate ModelScope models into your own pipelines using the official Python package and APIs.
- **Community & Benchmarks:** Join competitions, publish model cards, and compare results through community benchmarks and leaderboards.

**優勢:** Huge, free catalog of models and datasets; Built-in online demos require no installation; Complimentary GPU/CPU notebook compute; Strong integration with Alibaba Cloud for scaling

**限制:** Much of the documentation is Chinese-first; Hosted features may require an account and regional access; Interface can feel dense for newcomers

[Profile (Markdown)](https://openaitools.app/tw/tool/modelscope-community.md)

## Scale

Scale is an enterprise AI company that supplies the data, evaluation and deployment layers behind production AI. Its Data Engine sources and labels training data for frontier models, its evaluation work benchmarks model capability, and its platform teams help enterprises and governments move AI systems from pilot into real operations.

**價格與方案:** Contact for pricing. Scale does not publish rates; engagements are scoped through a sales conversation and depend on data volume, services and programme complexity.

- **Data Engine:** Human-sourced and expert-annotated training data, including specialist contributors with advanced degrees, at the quality bar frontier labs require.
- **Model evaluation & benchmarks:** Public leaderboards plus private benchmarks that test model capability and safety for the most ambitious AI developers.
- **Enterprise AI applications:** Platform and services teams that pick the right use case, build the system and take ownership of the outcome.
- **Agentic deployment:** Agentic systems designed around measurable business outcomes across private equity portfolios, energy and healthcare operations.
- **Domain expertise:** Programmes spanning healthcare, robotics, defence, public sector and enterprise with human oversight built in.

**優勢:** Backed by a long track record in training data and model evaluation.; End-to-end coverage from data sourcing through to deployed systems.; Experienced with regulated, classified and safety-critical environments.; Benchmarks and leaderboards give an independent view of model capability.

**限制:** No public pricing or self-serve signup - you need a sales conversation to get started.; Enterprise-scale contracting and data operations require real internal commitment.; Overkill for small teams with modest data or evaluation needs.; Some projects involve sensitive government and defence work with strict compliance overhead.

[Profile (Markdown)](https://openaitools.app/tw/tool/scale.md)

## 常見問題

### ModelScope 與 Scale 的每月流量相比如何？

ModelScope 每月有 3,085,423 次造訪，而 Scale 有 616,915。流量估算反映受眾規模，並非產品品質。

### 兩者的成長率相比如何？

ModelScope 的月增率為 +5.1%；Scale 為 +12.5%。

### 價格相比如何？

ModelScope：免費。Free to use. Browsing, downloading models and datasets, and running online demos are free; free GPU/CPU notebook credits and hosted inference are available, with additional cloud resources tied to Alibaba Cloud services. Scale：需聯絡報價。Contact for pricing. Scale does not publish rates; engagements are scoped through a sales conversation and depend on data volume, services and programme complexity.

## 替代方案

| # | 工具名稱 | 每月造訪次數 | 月成長率 | 定價模式 | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Hugging Face](https://openaitools.app/tw/tool/hugging-face) | 31,232,542 | +0.1% | 免費增值、付費 | 作為全球標準的開源 AI 樞紐，提供比 ModelScope 大得多的模型與資料集庫。 | [.md](https://openaitools.app/tw/tool/hugging-face.md) |
| 2 | [OpenRouter](https://openaitools.app/tw/tool/openrouter-ai) | 19,941,437 | -6.2% | 付費 | Convenient API gateway for multi-model access, but does not provide ModelScope's open-source model repository or dataset hosting. | [.md](https://openaitools.app/tw/tool/openrouter-ai.md) |
| 3 | [Ollama](https://openaitools.app/tw/tool/ollama) | 9,421,973 | +4.3% | Free, Freemium, Paid | 用於運行 LLM 的精簡本地 CLI 執行環境，但缺乏 ModelScope 的網頁版模型託管與資料集探索功能。 | [.md](https://openaitools.app/tw/tool/ollama.md) |
| 4 | [Civitai](https://openaitools.app/tw/tool/civitai) | 6,963,136 | +12.8% | 免費增值 | 專門針對生成式圖片與多媒體模型的優秀社群平台，但缺乏 ModelScope 廣泛的 NLP 與程式碼支援。 | [.md](https://openaitools.app/tw/tool/civitai.md) |
| 5 | [Together AI](https://openaitools.app/tw/tool/together-ai) | 1,645,930 | +64.9% | 免費增值、付費 | 透過 API 運行開源模型的強大雲端基礎設施，但缺乏 ModelScope 以社群為主的模型探索與示範工作區。 | [.md](https://openaitools.app/tw/tool/together-ai.md) |
| 6 | [Roboflow](https://openaitools.app/tw/tool/roboflow) | 1,431,204 | +6.6% | 免費增值、需聯絡報價 | 簡化電腦視覺資料集標註與模型訓練，但較不適合一般 LLM 文字任務。 | [.md](https://openaitools.app/tw/tool/roboflow.md) |
| 7 | [Open WebUI](https://openaitools.app/tw/tool/open-webui) | 804,534 | -2.8% | 免費增值 | 功能豐富的本地模型自架聊天介面，但缺乏 ModelScope 完整的原始模型權重與資料集儲存庫。 | [.md](https://openaitools.app/tw/tool/open-webui.md) |
| 8 | [Labelbox](https://openaitools.app/tw/tool/labelbox) | 762,803 | -22.8% | 需聯絡報價 | 專注於企業級資料標註與訓練資料整理，與 Scale 的核心標註業務類似。 | [.md](https://openaitools.app/tw/tool/labelbox.md) |
| 9 | [SuperAnnotate](https://openaitools.app/tw/tool/super-annotate) | 386,034 | +37.4% | 免費試用、需聯絡報價 | 提供企業級多模態標註與資料管理工具，但較不強調託管式的標註人力。 | [.md](https://openaitools.app/tw/tool/super-annotate.md) |
| 10 | [Weights & Biases（CoreWeave Forge）](https://openaitools.app/tw/tool/prompts) | 315,624 | -80.2% | 免費增值、需聯絡報價、免費 | 在互聯環境中追蹤、評估並交付 AI 模型與代理。 | [.md](https://openaitools.app/tw/tool/prompts.md) |

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來源：https://openaitools.app/tw/compare/modelscope-community-vs-scale

More Markdown: [分類](https://openaitools.app/tw/categories.md) · [流量排名](https://openaitools.app/tw/rankings.md) · [llms.txt](https://openaitools.app/tw/llms.txt)