01
Roboflow官方原厂
143.1万/月
专项更强简化计算机视觉数据集标注与模型训练，但不太适合通用的 LLM 文本任务。
AI Developer Tools编辑评分：4.6免费增值，定价请咨询+6.6%
#1加载中…
头对头基准测试
Code Arena vs Scale
Code Arena 记录了 35,827,928 月访问量，月度环比增长为 +19.4%，定价为免费。Scale 记录了 616,915 月访问量，增长率为 +12.5%，定价为定价请咨询。
Code Arena 记录了 35,827,928 月访问量，月度环比增长为 +19.4%，定价为免费。Scale 记录了 616,915 月访问量，增长率为 +12.5%，定价为定价请咨询。
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.
| 维度 / 指标 |  | |
|---|---|---|
| 官方域名 | arena.ai | scale.com |
| 定价模式 | 免费 | 定价请咨询 |
| 月访问量 | 3582.79万 (35,827,928) | 61.69万 (616,915) |
| 月度环比流量变化 | +583.28万 (+19.4%) |
| +6.87万 (+12.5%) |
| 主要市场与份额 | 🇮🇳 印度 (13.1%) | 🇺🇸 美国 (44.2%) |
|---|
| 直接访问 / 月 | 2433.99万 | 19.14万 |
|---|
| 用户评分 | 4.7 | 4.7 |
|---|
| 支持的平台 | 网站 | 网站 |
|---|
让 AI 编程模型同台竞技
把同一个编程需求发给多个主流模型，对比它们生成的应用与逻辑。
实时观看模型搭建 Web 应用和网站，看到的不只是最终文件，还有过程。
项目不止于零散片段，能检验模型如何组织组件、路由与样式。
追踪哪些编程模型长期累积胜场，找出稳定表现优异的选手。
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.
Human-sourced and expert-annotated training data, including specialist contributors with advanced degrees, at the quality bar frontier labs require.
Public leaderboards plus private benchmarks that test model capability and safety for the most ambitious AI developers.
Platform and services teams that pick the right use case, build the system and take ownership of the outcome.
Agentic systems designed around measurable business outcomes across private equity portfolios, energy and healthcare operations.
专项更强简化计算机视觉数据集标注与模型训练，但不太适合通用的 LLM 文本任务。
#1
LabLab is a free global community and hackathon platform where developers, designers and founders build AI-native products with sponsor-provided models, APIs and prize pools.
专项更强在互联环境中跟踪、评估并交付 AI 模型与智能体。
专项更强Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
免费 / 开源提供灵活的开源替代方案，适用于自定义数据标注和人机回环（Human-in-the-loop）标注管道。
让 AI 模型同台竞技、由真人投票选出最佳设计产出的众包竞技场
专注于企业级数据标注和训练数据整理，类似于 Scale 的核心标注业务。
免费 / 开源检索并研究数百万公开的 SKILL.md 智能体技能
LabLab is a free global community and hackathon platform where developers, designers and founders build AI-native products with sponsor-provided models, APIs and prize pools.
提供企业级多模态标注和数据管理工具，但对托管式标注人力的强调较少。
专项更强Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
面向 Cursor 的社区插件、规则与 MCP 服务器中心
