ClearML 每月有 20,123 次造訪，月增率 -60.9%，定價模式為需聯絡報價。Future AGI 每月有 121,741 次造訪，成長率 -7.8%，定價模式為 Freemium, Usage-based。
打造、模擬、評估並監控能自我改進的 AI 代理
| 面向／指標 |  | |
|---|---|---|
| 官方網域 | clear.ml | futureagi.com |
| 定價模式 | 需聯絡報價 | Freemium, Usage-based |
| 每月造訪次數 | 2.01萬 (20,123) | 12.17萬 (121,741) |
| 月流量變化量 | -3.14萬 (-60.9%) | -1.03萬 (-7.8%) |
| 主要市場與市佔 | 🇩🇪 德國 (27.4%) | 🇮🇳 印度 (48%) |
| 每月直接造訪 | 6667 | 7.15萬 |
| 使用者評分 | 4.3 | 4.4 |
| 支援平台 | 網站 | 網站 |
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。
打造、模擬、評估並監控能自我改進的 AI 代理
生成人物、場景與合成資料集，在上線前以大量對話分支壓測文字與語音代理。
結合永久免費的啟發式指標、程式碼評估器與 LLM 評審評分，並可用代理評估器定位 RAG 與工具呼叫中的錯誤。
在 15 家以上 LLM 供應商之間做負載平衡、容錯與快取路由，並內建 15 項規則護欄與 ML 內容審核。
端到端追蹤、工作階段、代理圖譜、自訂儀表板與告警監控，即時呈現生產環境表現。
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.
軟體與真人專家協同運作的企業級 AI 基礎設施
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.
免費 / 開源Maxim AI is a platform for evaluating, testing, and monitoring AI applications, and the home of Bifrost, an open-source LLM gateway. It helps teams ship reliable AI features with tracing, evaluation, agent simulation, and production observability.
免費 / 開源Maxim AI is a platform for evaluating, testing, and monitoring AI applications, and the home of Bifrost, an open-source LLM gateway. It helps teams ship reliable AI features with tracing, evaluation, agent simulation, and production observability.
在整個組織內統一 LLM 評估、可觀測性與紅隊測試標準
Openlayer is a platform that tests AI systems before release, monitors them in production, and enforces policy and compliance requirements across every model and agent your company runs.
值得信賴的企業代理與模型控制平面
