BasicAI Cloud 每月有 21,670 次造訪，月增率 -13.1%，定價模式為 Freemium, Enterprise Quote。Dify 每月有 819,691 次造訪，成長率 -15%，定價模式為免費增值。
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 | dify.ai |
| 定價模式 | Freemium, Enterprise Quote | 免費增值 |
| 每月造訪次數 | 2.17萬 (21,670) | 81.97萬 (819,691) |
| 月流量變化量 | -3266 (-13.1%) |
| -14.43萬 (-15%) |
| 主要市場與市佔 | 🇺🇸 美國 (21.7%) | 🇨🇳 中國 (46.7%) |
|---|
| 每月直接造訪 | 8706 | 47.06萬 |
|---|
| 使用者評分 | 4.2 | 4.8 |
|---|
| 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。
打造、部署並治理可上線的代理式 AI 工作流程
視覺化畫布將檢索、分支、工具呼叫、人工審核與模型步驟組成清楚可測的執行路徑，方便除錯與交接。
透過對話或手動設定建立代理，賦予技能、工具與知識，再發佈為應用、嵌入元件或工作流程中的可重用節點。
為文件、網站與雲端硬碟建立可重複的匯入流程，上線前完成擷取、清理、切塊、索引與檢索測試。
模型供應商、工具、資料來源與 MCP 整合安裝一次即可在工作空間內所有應用重複使用。
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A self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
專項更強Provides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.
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.
免費 / 開源An open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.
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.
提供簡化的無程式碼建構工具來部署自訂 AI 代理，但缺乏 Dify 的開源彈性。
免費 / 開源A self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
專項更強Provides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.
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.
免費 / 開源An open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.
