llog 每月有 0 次造訪，月增率 0%，定價模式為需聯絡報價。Raindrop 每月有 42,807 次造訪，成長率 -18.4%，定價模式為免費試用、付費、需聯絡報價。
llog is a workspace that helps ML research teams set up, launch and reproduce experiments. It turns YAML configs and argparse code into visual templates, launches runs on your own servers or via SLURM, and uses AI to visualise results and manage pipeline data.
在用戶之前發現並修好 AI Agent 的問題
| 面向／指標 | | |
|---|---|---|
| 官方網域 | llog.ai | raindrop.ai |
| 定價模式 | 需聯絡報價 | 免費試用、付費、需聯絡報價 |
| 每月造訪次數 | 0 (0) | 4.28萬 (42,807) |
| 月流量變化量 | 0 (0%) | -9630 (-18.4%) |
| 主要市場與市佔 | 🌐 全球 (—) | 🇺🇸 美國 (77.1%) |
| 每月直接造訪 | 0 | 2.36萬 |
| 使用者評分 | 3.8 | 4.4 |
| 支援平台 | 網站 | 網站 |
llog is a workspace that helps ML research teams set up, launch and reproduce experiments. It turns YAML configs and argparse code into visual templates, launches runs on your own servers or via SLURM, and uses AI to visualise results and manage pipeline data.
llog turns YAML configs and argparse code into guided, visual templates so experiments are reproducible by default.
Modify experiment parameters visually in a web GUI instead of editing files by hand, and add a new parameter across an entire pipeline in one click.
Visualise experiment outputs without writing code, and ask the AI questions to plot features in your data.
Launch and run experiments on your own server or through SLURM, with version control so runs can be reproduced.
在用戶之前發現並修好 AI Agent 的問題
查看一次執行中的每則訊息、工具呼叫與決策，包含輸入、輸出與耗時，精確鎖定問題環節。
把反覆出現的故障歸併成 issue，附上嚴重程度、受影響用戶、最後出現時間與信心分數，取代零散告警。
由 Agent 負責調查並提供後續自動化，涵蓋 Slack、網頁端與 MCP，讓除錯發生在團隊本來就在用的地方。
在 pull request 上針對改動執行情境，並與真實流量比對，合併前攔截回歸。
免費 / 開源在互聯環境中追蹤、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 / 開源打造、模擬、評估並監控能自我改進的 AI 代理
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.
專項更強AI 工程團隊的協作層
在整個組織內統一 LLM 評估、可觀測性與紅隊測試標準
免費 / 開源Rerun is an open-source SDK and visualizer for multimodal, multi-rate data, positioned as the data layer for physical AI. Using Python, Rust, or C++ APIs, developers can log robotics, computer vision, and sensor data and review it in a viewer that handles time series and 3D together.
免費 / 開源Rerun is an open-source SDK and visualizer for multimodal, multi-rate data, positioned as the data layer for physical AI. Using Python, Rust, or C++ APIs, developers can log robotics, computer vision, and sensor data and review it in a viewer that handles time series and 3D together.
免費 / 開源開源可觀測性：找出 AI Agent 的故障，並直接修好
值得信賴的企業代理與模型控制平面
配備可協助修復問題的 AI SRE 代理之全端可觀測性平台
