# Open WebUI vs Scale

Open WebUI registra 804.534 visitas mensais com crescimento de -2,8% mês a mês e preços Freemium. Scale registra 616.915 visitas mensais com crescimento de +12,5% e preços Preço sob consulta.

| Métrica | [Open WebUI](https://openaitools.app/pt/tool/open-webui) | [Scale](https://openaitools.app/pt/tool/scale) |
| :--- | :--- | :--- |
| URL do site | https://openwebui.com | https://scale.com |
| Categorias | Large Language Models (LLMs), Chatbot de IA, Modelos de IA de código aberto, Ferramentas de desenvolvimento com IA | Ferramentas de desenvolvimento com IA, Large Language Models (LLMs), Modelos de IA, AI Agent |
| Modelo de preços | Freemium | Preço sob consulta |
| Visitas mensais | 804.534 | 616.915 |
| Taxa de crescimento mensal | -2,8% | +12,5% |
| Mercado principal | Estados Unidos | Estados Unidos |
| Visitas diretas | 299.835 | 191.408 |
| Nota de avaliação | 4,4 | 4,7 |
| Contagem de favoritos | 0 | 3 |
| Plataformas suportadas | Site | Site |

## Open WebUI

Open WebUI is an open-source, self-hosted AI interface that lets individuals and organizations run any model — local or cloud — inside a workspace they fully control. It ships as a one-command install, supports Ollama, OpenAI-compatible and Anthropic endpoints, and extends through Python tools, functions and pipelines.

**Preços e planos:** The core platform is free and open source, installable via pip or Docker with no account required. An enterprise tier with support, compliance and deployment assistance is quoted on contact.

- **Any Model, Any Endpoint:** Connect local runtimes like Ollama alongside OpenAI-compatible and Anthropic APIs, and switch between them inside one interface.
- **Retrieval and Search Built In:** RAG over your own documents, web search and citation-aware answers come standard, so responses are grounded in real sources.
- **Python Tools, Functions and Pipelines:** Extend the platform with Python code to add custom tooling, preprocessing, and multi-step pipelines, then share them with others.
- **Enterprise Controls:** SSO, RBAC, audit logs, data residency, and on-premises, hybrid or air-gapped deployment for organisations with strict requirements.
- **Community Hub:** Browse and install prompts, models, skills and tools contributed by hundreds of thousands of community members.

**Pontos fortes:** Free and open source with no account needed to install; Works with local and cloud models through a single interface; Strong privacy posture: your data and models stay on your infrastructure; Extensive enterprise features including SSO, RBAC and audit logs

**Limitações:** Self-hosting requires you to handle servers, updates and backups; Some enterprise capabilities and support sit behind a paid, quote-based tier; Feature depth means a learning curve for non-technical administrators; Local model performance depends heavily on your own hardware

[Profile (Markdown)](https://openaitools.app/pt/tool/open-webui.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.

**Preços e planos:** 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.

**Pontos fortes:** 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.

**Limitações:** 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/pt/tool/scale.md)

## Perguntas frequentes

### Como Open WebUI e Scale se comparam em tráfego mensal?

Open WebUI tem 804.534 visitas mensais, enquanto Scale tem 616.915. As estimativas de tráfego descrevem o tamanho da audiência, não a qualidade do produto.

### Como as taxas de crescimento se comparam?

Open WebUI tem taxa de crescimento mês a mês de -2,8%; Scale tem +12,5%.

### Como os preços se comparam?

Open WebUI: Freemium. The core platform is free and open source, installable via pip or Docker with no account required. An enterprise tier with support, compliance and deployment assistance is quoted on contact. Scale: Preço sob consulta. Contact for pricing. Scale does not publish rates; engagements are scoped through a sales conversation and depend on data volume, services and programme complexity.

## Alternativas

| # | Nome da ferramenta | Visitas mensais | Taxa de crescimento mensal | Modelo de preços | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Ollama](https://openaitools.app/pt/tool/ollama) | 9.421.973 | +4,3% | Free, Freemium, Paid | Funciona principalmente como um ambiente de execução CLI leve para modelos locais, em vez de uma interface de chat completa. | [.md](https://openaitools.app/pt/tool/ollama.md) |
| 2 | [n8n](https://openaitools.app/pt/tool/n8n) | 4.522.449 | -7,4% | Freemium | Automação de código aberto para agentes de IA e equipes técnicas | [.md](https://openaitools.app/pt/tool/n8n.md) |
| 3 | [Hermes-Agent](https://openaitools.app/pt/tool/hermes-agent-1) | 3.638.741 | -5,4% | Freemium | Um agente de IA pessoal, gratuito e de código aberto que aprende seus projetos e atua em todos os apps de mensagem. | [.md](https://openaitools.app/pt/tool/hermes-agent-1.md) |
| 4 | [Clawdbot (OpenClaw)](https://openaitools.app/pt/tool/clawdbot) | 1.903.068 | -25,4% | Pago, Grátis | Assistente pessoal de IA de código aberto que roda na sua própria máquina e funciona por apps de chat | [.md](https://openaitools.app/pt/tool/clawdbot.md) |
| 5 | [Roboflow](https://openaitools.app/pt/tool/roboflow) | 1.431.204 | +6,6% | Freemium, Preço sob consulta | Otimiza a anotação de conjuntos de dados de visão computacional e o treinamento de modelos, mas é menos adequado para tarefas gerais de texto com LLMs. | [.md](https://openaitools.app/pt/tool/roboflow.md) |
| 6 | [Dify](https://openaitools.app/pt/tool/dify-ai) | 819.691 | -15% | Freemium | Especializa-se na criação visual de fluxos de trabalho e pipelines RAG, em vez de servir puramente como uma interface de chat. | [.md](https://openaitools.app/pt/tool/dify-ai.md) |
| 7 | [Labelbox](https://openaitools.app/pt/tool/labelbox) | 762.803 | -22,8% | Preço sob consulta | Foca fortemente na rotulagem de dados corporativos e na curadoria de dados de treinamento, de forma semelhante ao principal negócio de anotação da Scale. | [.md](https://openaitools.app/pt/tool/labelbox.md) |
| 8 | [LobeHub](https://openaitools.app/pt/tool/lobehub) | 654.548 | -25% | Freemium | Focuses on collaborative team AI workspaces and plugins, but shares similar open-source architectural goals. | [.md](https://openaitools.app/pt/tool/lobehub.md) |
| 9 | [AnythingLLM](https://openaitools.app/pt/tool/anythingllm) | 512.269 | +12,9% | Freemium | Foca fortemente em chat de documentos com foco em privacidade e pipelines RAG locais, mas oferece menos recursos gerais de interface de chat. | [.md](https://openaitools.app/pt/tool/anythingllm.md) |
| 10 | [SuperAnnotate](https://openaitools.app/pt/tool/super-annotate) | 386.034 | +37,4% | Teste gratuito, Preço sob consulta | Oferece ferramentas corporativas de anotação multimodal e gerenciamento de dados, mas com menos ênfase em equipes de rotulagem gerenciadas. | [.md](https://openaitools.app/pt/tool/super-annotate.md) |

---
Fonte: https://openaitools.app/pt/compare/open-webui-vs-scale

More Markdown: [Categorias](https://openaitools.app/pt/categories.md) · [Rankings de tráfego](https://openaitools.app/pt/rankings.md) · [llms.txt](https://openaitools.app/pt/llms.txt)