# Scale Segundo a telemetria do OpenAITools.app verificada em 2026-11-11, Scale (scale.com) é uma plataforma de IA indexada em Ferramentas de desenvolvimento com IA que gera 616,92 mil visitas mensais com variação de tráfego mês a mês de +68,69 mil (+12,5%). Seu principal mercado geográfico é Estados Unidos (44,2% de participação no tráfego) e opera com modelo de preços Preço sob consulta. As principais alternativas concorrentes por volume mensal incluem Google AI Studio (112,62 mi visitas/mês), Salesforce Agentforce (antigo Einstein) (111,91 mi visitas/mês), Code Arena (35,83 mi visitas/mês). 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. ## Principais dados de telemetria e especificações | Métrica | Valor | | :--- | :--- | | Nome da ferramenta | Scale | | Handle | scale | | Status | active | | Origin | official | | Maintenance | active | | Domínio oficial | scale.com | | URL do site | https://scale.com | | Categorias | Ferramentas de desenvolvimento com IA, Large Language Models (LLMs), Modelos de IA, AI Agent, Gerador de texto com IA, Ferramenta de pesquisa com IA | | Modelo de preços | Preço sob consulta | | Visitas mensais | 616.915 | | Variação de tráfego mensal | 68.685 | | Taxa de crescimento mensal | +12,5% | | Mercado principal | Estados Unidos | | Participação de mercado | 44,2% | | Visitas diretas | 191.408 | | Visitas de busca orgânica | — | | Visitas sociais | — | | Visitas de referência | 47.357 | | Visitas por e-mail | 6.334 | | Nota de avaliação | 4,7 | | Contagem de favoritos | 3 | | Plataformas suportadas | Site | | Plataformas de cobrança | | | Atributos | Recursos: Site; Preços: Preço sob consulta | | Tags | Dados de treinamento de IA, Rotulagem de dados, IA generativa, Avaliação de modelos, RLHF, Segurança da IA, Modelos de fundação, IA empresarial, Motor de dados, Avaliação de LLM | ## Visão geral 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. ## Principais recursos e capacidades - **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. ## Principais casos de uso - **Training data for foundation models (AI researcher):** Source expert-annotated training and preference data to fine-tune or align a model to a high quality bar. - **Independent model evaluation (ML platform lead):** Run private benchmarks and expert evaluations to compare model versions before and after a release. - **Enterprise AI deployment (Enterprise transformation lead):** Move past stalled pilots by scoping a concrete use case, building the system and measuring the outcome. - **Defence and public sector intelligence (Public sector analyst):** Turn large volumes of sensitive records and imagery into structured, decision-ready material. ## 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. - Strong enterprise and public sector reference customers. ## 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. ## Perguntas frequentes ### How much does Scale cost? Scale does not publish a price list. Engagement is handled through a sales process, with scope, volume and services determining the cost. Book a demo or contact the team to get a quote. ### What is Scale's Data Engine? Its Data Engine provides human-sourced and expert-annotated training data, RLHF and preference data, plus data foundry services for teams building or fine-tuning models. ### Does Scale work with governments? Yes. Scale works with government and public sector organisations, including classified and national security programmes, alongside private enterprise customers. ### Does Scale offer model evaluation? Yes. Scale runs public leaderboards and private benchmarks used to compare and improve model capability, alongside evaluations for safety and expert-level domain performance. ### Can Scale help me deploy an AI system, not just train one? Yes. Scale's platform offering supports building and deploying production AI systems, including agentic systems for enterprise use cases, rather than stopping at data supply. ### Qual é o tráfego mensal e a tendência de crescimento de Scale? Scale recebe atualmente 616,92 mil visitas mensais, com variação de tráfego mês a mês de +68,69 mil (taxa de crescimento de +12,5%). Seu principal mercado de origem é Estados Unidos (44,2% de participação), incluindo 191,41 mil visitas diretas/mês e — visitas de busca orgânica/mês. ### O Scale é gratuito? Qual é o seu modelo de preços? Scale opera com um modelo de preços 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. As plataformas de cobrança e checkout suportadas incluem: não listado. ### Quais são as melhores alternativas de Scale em 2026? Com base no tráfego das categorias e na adequação de recursos do OpenAITools.app, as cinco principais alternativas a Scale são: 1. Google AI Studio (112,62 mi visitas/mês); 2. Salesforce Agentforce (antigo Einstein) (111,91 mi visitas/mês); 3. Code Arena (35,83 mi visitas/mês); 4. Miro (30,75 mi visitas/mês); 5. Cursor (23,3 mi visitas/mês). ### Quais plataformas e principais capacidades de IA o Scale suporta? Scale está classificado em Ferramentas de desenvolvimento com IA, Large Language Models (LLMs), Modelos de IA, AI Agent, suporta as seguintes plataformas: Site, e suas principais tags de capacidade incluem: Dados de treinamento de IA, Rotulagem de dados, IA generativa, Avaliação de modelos, RLHF, Segurança da IA. ## Alternativas | Nome da ferramenta | Visitas mensais | Modelo de preços | Comparar | | :--- | :--- | :--- | :--- | | [Google AI Studio](https://openaitools.app/pt/tool/google-ai-studio) | 112.620.020 | Freemium | [Comparar](https://openaitools.app/pt/compare/google-ai-studio-vs-scale) | | [Salesforce Agentforce (antigo Einstein)](https://openaitools.app/pt/tool/salesforce-einstein) | 111.910.743 | Freemium | [Comparar](https://openaitools.app/pt/compare/salesforce-einstein-vs-scale) | | [Code Arena](https://openaitools.app/pt/tool/code-arena) | 35.827.928 | Grátis | [Comparar](https://openaitools.app/pt/compare/code-arena-vs-scale) | | [Miro](https://openaitools.app/pt/tool/miro) | 30.749.206 | Freemium, Preço sob consulta | [Comparar](https://openaitools.app/pt/compare/miro-vs-scale) | | [Cursor](https://openaitools.app/pt/tool/cursor) | 23.297.751 | Freemium | [Comparar](https://openaitools.app/pt/compare/cursor-vs-scale) | | [Prolific](https://openaitools.app/pt/tool/prolific-com) | 18.697.671 | Pago | [Comparar](https://openaitools.app/pt/compare/prolific-com-vs-scale) | | [Google Antigravity](https://openaitools.app/pt/tool/google-antigravity) | 16.054.109 | Freemium | [Comparar](https://openaitools.app/pt/compare/google-antigravity-vs-scale) | | [Base44](https://openaitools.app/pt/tool/base44) | 14.039.232 | Freemium, Pago, Preço sob consulta | [Comparar](https://openaitools.app/pt/compare/base44-vs-scale) | | [Outlier AI](https://openaitools.app/pt/tool/outlier-ai) | 10.372.036 | Pago | [Comparar](https://openaitools.app/pt/compare/outlier-ai-vs-scale) | | [Ollama](https://openaitools.app/pt/tool/ollama) | 9.421.973 | Free, Freemium, Paid | [Comparar](https://openaitools.app/pt/compare/ollama-vs-scale) | | [VS Code](https://openaitools.app/pt/tool/vs-code) | 7.397.370 | Freemium | [Comparar](https://openaitools.app/pt/compare/scale-vs-vs-code) | | [UserAPI.ai](https://openaitools.app/pt/tool/userapi-ai) | 5.163.985 | Freemium, Pago | [Comparar](https://openaitools.app/pt/compare/scale-vs-userapi-ai) | --- Fonte: https://openaitools.app/pt/tool/scale