Agenta: Serves as an open-source workspace for evaluating and deploying AI agents, bridging theory and production. Agenta 记录了 45,760 月访问量，月度环比增长为 +29.5%，定价为免费增值。ApX Machine Learning 记录了 252,389 月访问量，增长率为 -6.5%，定价为免费增值。
面向开源权重 LLM 部署的显存、吞吐与 GPU 成本计算器与课程平台
| 维度 / 指标 |  | |
|---|---|---|
| 官方域名 | agenta.ai | apxml.com |
| 定价模式 | 免费增值 | 免费增值 |
| 月访问量 | 4.58万 (45,760) | 25.24万 (252,389) |
| 月度环比流量变化 | +1.04万 (+29.5%) | -1.74万 (-6.5%) |
| 主要市场与份额 | 🇺🇸 美国 (23.1%) | 🇺🇸 美国 (14.2%) |
| 直接访问 / 月 | 1.72万 | 6.76万 |
| 用户评分 | 4.4 | 4.2 |
| 支持的平台 | 网站 | 网站 |
用于构建、评估与部署 AI Agent 的开源工作空间
从模板或空白开始搭建 Agent，为其配置模型、技能与工具，并在聊天界面、Slack 或 Telegram 中运行。
通过 MCP 接入 Notion、GitHub、HubSpot、Slack、Linear、Drive 等，可在不重写 Agent 的前提下更换工具或技能。
对 Agent 输出打分、收集反馈，并查看每次运行的耗时、Token 用量与成本日志，让改进可被度量。
自行决定哪些动作可无人值守执行、哪些需要审批，同时凭证保存在 Agent 可用但不可读的保险库中。
面向开源权重 LLM 部署的显存、吞吐与 GPU 成本计算器与课程平台
根据模型版本、上下文长度、批大小与量化精度估算权重与 KV 缓存占用，判断某块 GPU 是否真的装得下。
按硬件配置推算首字延迟与每秒 token 吞吐，帮助你按真实流量规划容量。
把显存与性能估算换算为每小时成本与单位 token 成本，便于横向比较硬件方案。
收录 500 多个模型版本与有据可查的硬件基准，让选型输入集中在一处。
免费 / 开源简化在自有硬件上本地运行开源权重 LLM 的流程，但缺乏 ApX 明确的 VRAM 计算器和课程。
免费 / 开源让多个编程智能体在各自独立的 worktree 中并行运行
专项更强Focuses on production LLM observability and evaluation rather than foundational deployment courses or hardware cost calculators.
专项更强Focuses on production LLM observability and evaluation rather than foundational deployment courses or hardware cost calculators.
免费 / 开源Sim is the open-source AI workspace for building, deploying and governing AI agents. Create agents visually, in Chat or in code, ground them in a synced knowledge base, connect 270+ integrations, and control access, spend and deployment from one place — on Sim Cloud or self-hosted.
免费 / 开源Sim is the open-source AI workspace for building, deploying and governing AI agents. Create agents visually, in Chat or in code, ground them in a synced knowledge base, connect 270+ integrations, and control access, spend and deployment from one place — on Sim Cloud or self-hosted.
专项更强Provides testing and monitoring tools for AI applications, helping developers optimize model performance in production.
专项更强Provides testing and monitoring tools for AI applications, helping developers optimize model performance in production.
专项更强Streamlines prompt management and LLM application tracing, complementing open-weight deployment workflows.
专项更强Streamlines prompt management and LLM application tracing, complementing open-weight deployment workflows.
免费 / 开源OpenAgents is an open-source platform for building, connecting and orchestrating AI agent workflows inside a shared team workspace. It pairs a browser-based Workspace with a desktop Launcher so agents running on your own machine or a remote server can join the same threads, files and tasks as your teammates.
免费 / 开源OpenAgents is an open-source platform for building, connecting and orchestrating AI agent workflows inside a shared team workspace. It pairs a browser-based Workspace with a desktop Launcher so agents running on your own machine or a remote server can join the same threads, files and tasks as your teammates.
