BasicAI Cloud 记录了 21,670 月访问量，月度环比增长为 -13.1%，定价为 Freemium, Enterprise Quote。LakeSail 记录了 3,516 月访问量，增长率为 +4.6%，定价为 Freemium (open-source free; usage-based managed tier)。
为 AI 训练数据而生的标注平台与托管标注服务
Rust 原生数据与 AI 平台，让现有 Spark 代码跑得更快
| 维度 / 指标 | | |
|---|---|---|
| 官方域名 | basic.ai | lakesail.com |
| 定价模式 | Freemium, Enterprise Quote | Freemium (open-source free; usage-based managed tier) |
| 月访问量 | 2.17万 (21,670) | 3516 (3,516) |
| 月度环比流量变化 | -3266 (-13.1%) | +154 (+4.6%) |
| 主要市场与份额 | 🇺🇸 美国 (21.7%) | 🇺🇸 美国 (92.9%) |
| 直接访问 / 月 | 8706 | 1384 |
| 用户评分 | 4.2 | 4.4 |
| 支持的平台 | 网站 | 网站 |
为 AI 训练数据而生的标注平台与托管标注服务
在一个平台内支持边界框、多边形、关键点、语义分割、3D 点云立方体、文本/NLP 标注以及 RLHF 数据集创建。
覆盖图像、点云与音频的自动标注辅助，在保持精度的同时减少人工投入。
项目管理可适配团队结构，支持自定义工作流、进度追踪与详细绩效报表。
实时反馈结合可定制的批量质检规则，及早发现问题并锁定人工复核范围。
Rust 原生数据与 AI 平台，让现有 Spark 代码跑得更快
通过 Spark Connect 运行既有 Spark SQL 与 DataFrame 代码且无需改写；迁移只需替换远程地址，并可用免费扫描器提前验证兼容性。
Sail 消除了 JVM 启动、GC 停顿与内存调优负担，启动迅速，无状态运行时还能缩容到零。
使用 Python 库在引擎速度下进行向量嵌入、模型打分与多模态处理，为语言、视觉和物理 AI 准备数据。
原生支持 Delta Lake 与 Iceberg，并部署在你自己的云账号中，数据文件始终由你掌握。
免费 / 开源在本地或云端运行和构建开源 AI 模型
免费 / 开源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.
免费 / 开源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.
免费 / 开源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.
免费 / 开源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.
前沿 AI 训练所用的环境，以及负责重复性工作的智能体
SuperAnnotate is an AI data platform that combines a collaborative multimodal annotation editor, an expert data-operations team, and the orchestration layer needed to move curated datasets into training, evaluation, and production pipelines. It is aimed at teams building computer vision, NLP, audio, and generative AI systems who need reliable, high-quality ground truth at scale.
SuperAnnotate is an AI data platform that combines a collaborative multimodal annotation editor, an expert data-operations team, and the orchestration layer needed to move curated datasets into training, evaluation, and production pipelines. It is aimed at teams building computer vision, NLP, audio, and generative AI systems who need reliable, high-quality ground truth at scale.
免费 / 开源Label Studio is an open-source data labeling and AI evaluation platform from HumanSignal. It handles images, video, audio, text, documents, time series and agent traces in one flexible workspace, and connects to your ML pipeline through an API, Python SDK and webhooks.
免费 / 开源Label Studio is an open-source data labeling and AI evaluation platform from HumanSignal. It handles images, video, audio, text, documents, time series and agent traces in one flexible workspace, and connects to your ML pipeline through an API, Python SDK and webhooks.
Tinybird is a data platform that pairs managed ClickHouse® with a hosted API, ingestion and MCP layer so engineering teams can build and ship real-time analytics products without operating database clusters themselves. It combines sub-second SQL querying, streaming and batch ingestion connectors, branching workflows and AI-agent tooling in one workflow.
Tinybird is a data platform that pairs managed ClickHouse® with a hosted API, ingestion and MCP layer so engineering teams can build and ship real-time analytics products without operating database clusters themselves. It combines sub-second SQL querying, streaming and batch ingestion connectors, branching workflows and AI-agent tooling in one workflow.
