Runway 每月有 7,498,396 次造訪，月增率 +16.9%，定價模式為免費增值、付費、需聯絡報價。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 | runwayml.com | testdriver.ai |
| 定價模式 | 免費增值、付費、需聯絡報價 | 免費試用、付費、需聯絡報價 |
| 每月造訪次數 | 749.84萬 (7,498,396) | 1.04萬 (10,353) |
| 月流量變化量 | +108.61萬 (+16.9%) |
| +688 (+7.1%) |
| 主要市場與市佔 | 🇺🇸 美國 (24.1%) | 🇺🇸 美國 (64.8%) |
|---|
| 每月直接造訪 | 325.25萬 | 4090 |
|---|
| 使用者評分 | 4.6 | 4.4 |
|---|
| 支援平台 | 網站 | 網站 |
|---|
基於前沿 AI 研究的生成式影片、圖像與音訊工具
輸入提示詞或上傳參考素材即可生成短影片片段，並依寫實度、動態表現與提示詞遵循度選擇模型。
透過動態筆刷、鏡頭控制、修補與逐格工具主動引導生成結果，而非被動接受首個輸出。
透過 Dev 平台呼叫 Runway 及第三方模型，建構媒體產品與批次流程。
無需寫程式即可在 Runway 內搭建並分享自訂創意應用，讓團隊沉澱可重用工作流。
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.
Provides commercially safe generative video and image tools tightly integrated with professional creative workflows, though less experimental.
#1
以行動裝置為核心，提供電影級 AI 影片生成與編輯，具備動態相機控制與風格化輸出。
Combines timeline video editing with agentic AI generation tools for marketing videos.
專項更強Aggregates leading third-party video and image models into one unified generation interface.
免費 / 開源Offers complete local control over custom video diffusion pipelines, but requires steep technical setup compared to Runway's cloud suite.
透過文字與圖片產生電影級 AI 影片，動作真實感強，但專業編輯工具較少。
專項更強Specializes in video-to-animation style transfer and face-swapping effects for creative video styling.
開源權重的影片生成模型，提供類似 Runway Gen 系列的高品質文字轉影片與圖片轉影片功能。
Provides commercially safe generative video and image tools tightly integrated with professional creative workflows, though less experimental.
以行動裝置為核心，提供電影級 AI 影片生成與編輯，具備動態相機控制與風格化輸出。
專項更強Aggregates leading third-party video and image models into one unified generation interface.
免費 / 開源Offers complete local control over custom video diffusion pipelines, but requires steep technical setup compared to Runway's cloud suite.
