#1Manus 每月有 19,195,779 次造訪,月增率 -1.7%,定價模式為免費試用。TestDriver 每月有 10,353 次造訪,成長率 +7.1%,定價模式為免費試用、付費、需聯絡報價。

TestDriver is an AI code reviewer that actually runs your app. It executes every pull request in a real desktop sandbox, finds bugs with AI vision, and contributes end-to-end regression tests back to your repository—no selectors, no DOM, no setup.
| 面向/指標 | ![]() | |
|---|---|---|
| 官方網域 | manus.im | testdriver.ai |
| 定價模式 | 免費試用 | 免費試用、付費、需聯絡報價 |
| 每月造訪次數 | 1919.58萬 (19,195,779) | 1.04萬 (10,353) |
| 月流量變化量 | -33.98萬 (-1.7%) |
| +688 (+7.1%) |
| 主要市場與市佔 | 🇧🇷 巴西 (18.3%) | 🇺🇸 美國 (64.8%) |
|---|
| 每月直接造訪 | 1056.32萬 | 4090 |
|---|
| 使用者評分 | 4.6 | 4.4 |
|---|
| 支援平台 | 網站 | 網站 |
|---|
不只是回答,而是真正把任務做完的通用 AI 代理
給出目標後,代理會自行規劃步驟、選擇工具,並在雲端環境中持續完成任務,無需全程盯守。
產出的是簡報、可運行網站、小遊戲與格式化文件等成品,而非原始文字。
執行多來源的廣泛調查,並把發現整理成結構化報告。
在任務中或單獨生成圖片、影片與音樂。

TestDriver is an AI code reviewer that actually runs your app. It executes every pull request in a real desktop sandbox, finds bugs with AI vision, and contributes end-to-end regression tests back to your repository—no selectors, no DOM, no setup.
TestDriver reviews every pull request automatically, reads the diff with its vision agent, and generates end-to-end tests straight from the PR content to prove the new behavior works.
Tests run your actual application in a real desktop sandbox—clicking, typing and reading the screen—so they catch runtime and visual bugs, not just code diffs.
When the UI shifts and a cached element no longer matches, the AI finds it again, updates the cache and continues, so tests survive redesigns without rewrites.
Once a test passes, TestDriver opens a fresh pull request with the generated Vitest test code committed, so coverage lands in your repo alongside the change it protects.
#1免費 / 開源Provides open-source personal task automation, but lacks the polished cloud sandbox environment of Manus.
專項更強Converts prompts into structured office deliverables, but acts primarily as a document generation workspace.

免費 / 開源Unites multiple models and custom agents in a self-hosted workspace, but lacks pre-built autonomous execution sandboxes.
專項更強Deploys agent fleets to build business deliverables, but requires more manual setup for complex web research.
免費 / 開源Provides open-source personal task automation, but lacks the polished cloud sandbox environment of Manus.
專項更強Converts prompts into structured office deliverables, but acts primarily as a document generation workspace.
找出並自動修復漏洞的一體化應用安全平台
專項更強Deploys agent fleets to build business deliverables, but requires more manual setup for complex web research.