专项更强由 DeepSeek-V4 与 R1 驱动的高效开源权重与托管推理 AI,token 成本极低。
Groq 记录了 3,987,936 月访问量,月度环比增长为 +10%,定价为付费。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.

基于 LPU 与 LPX 平台的超高速 AI 推理
专为推理而非训练设计的自研加速器,针对极低延迟进行调优。
托管 Llama、Mixtral、Gemma 等热门开源模型,以及 Whisper 语音模型。
与常见 OpenAI 风格请求格式高度兼容,便于快速集成。
提供 Whisper 自动语音识别以及文本转语音能力,适用于语音应用。
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.
专项更强由 DeepSeek-V4 与 R1 驱动的高效开源权重与托管推理 AI,token 成本极低。

专项更强Proprietary frontier models with powerful reasoning and multimodal features, but lacking open-weight model hosting and custom inference speeds.

专项更强Google 的快速原型开发 IDE 与开发者 API 工作台,用于构建基于 Gemini 模型的多模态应用。

专为开源模型推理打造的强大云端平台,提供丰富的微调支持,但原始速度稍慢一些。
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。
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。

采用晶圆级硬件的云端服务,具备媲美 Groq 的超快 Token 生成速度,但支持的模型目录较为专门。
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。

专项更强在互联环境中跟踪、评估并交付 AI 模型与智能体。