BasicAI Cloud 每月有 21,670 次造訪，月增率 -13.1%，定價模式為 Freemium, Enterprise Quote。ClearML 每月有 20,123 次造訪，成長率 -60.9%，定價模式為需聯絡報價。
為 AI 訓練資料而生的標註平台與託管標註服務
| 面向／指標 | |  |
|---|---|---|
| 官方網域 | basic.ai | clear.ml |
| 定價模式 | Freemium, Enterprise Quote | 需聯絡報價 |
| 每月造訪次數 | 2.17萬 (21,670) | 2.01萬 (20,123) |
| 月流量變化量 | -3266 (-13.1%) | -3.14萬 (-60.9%) |
| 主要市場與市佔 | 🇺🇸 美國 (21.7%) | 🇩🇪 德國 (27.4%) |
| 每月直接造訪 | 8706 | 6667 |
| 使用者評分 | 4.2 | 4.3 |
| 支援平台 | 網站 | 網站 |
為 AI 訓練資料而生的標註平台與託管標註服務
在單一平台內支援邊界框、多邊形、關鍵點、語意分割、3D 點雲立方體、文字/NLP 標註以及 RLHF 資料集建立。
涵蓋圖像、點雲與音訊的自動標註輔助，在維持精度的同時減少人工投入。
專案管理可適配團隊結構，支援自訂工作流程、進度追蹤與詳細績效報表。
即時回饋結合可自訂的批次質檢規則，及早發現問題並鎖定人工複核範圍。
企業級 AI 基礎架構平台，統一管理 GPU 叢集並加速模型落地
統一連接與管理地端、雲端與混合 GPU 叢集，支援多租戶、RBAC、配額管理、GPU 切分與優先權排程。
面向建構者的工作台，內含整合開發環境、實驗追蹤、資料整合、儀表板、流水線、模型儲存庫與 CI/CD 整合。
在既有叢集上部署 LLM，自動處理網路、驗證與安全，讓團隊以較少手動設定上線安全的模型 API。
依運算時數、儲存與 API 呼叫細緻追蹤成本，協助 IT 團隊把開銷分攤回實際使用的專案與部門。
免費 / 開源在本機或雲端執行與打造開源 AI 模型
免費 / 開源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.
免費 / 開源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.
免費 / 開源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.
免費 / 開源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.
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.
在互聯環境中追蹤、評估並交付 AI 模型與代理。
免費 / 開源面向生產級 AI 的代理可觀測性、評估與持續改進平台
免費 / 開源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.
免費 / 開源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.
