Builds full-stack web applications from natural language, moving further into functional app development than standard UI design tools.
Refraction 每月有 2,383 次造訪,月增率 +6.5%,定價模式為免費增值、免費試用、付費、需聯絡報價、免費。Stitch 每月有 4,725,324 次造訪,成長率 -13.9%,定價模式為免費增值。

Refraction is an AI code assistant that refactors code, generates unit tests and documentation, converts between languages and frameworks, and writes SQL, regex and CI/CD pipelines from plain-English prompts.
| 面向/指標 | ![]() | ![]() |
|---|---|---|
| 官方網域 | refraction.dev | stitch.withgoogle.com |
| 定價模式 | 免費增值、免費試用、付費、需聯絡報價、免費 | 免費增值 |
| 每月造訪次數 | 2383 (2,383) | 472.53萬 (4,725,324) |
| 月流量變化量 | +146 (+6.5%) | -76.03萬 (-13.9%) |
| 主要市場與市佔 | 🇮🇳 印度 (70%) | 🇮🇳 印度 (18.8%) |
| 每月直接造訪 | 928 | 240.03萬 |
| 使用者評分 | 4.4 | 4.4 |
| 支援平台 | 網站 | 網站 |

Refraction is an AI code assistant that refactors code, generates unit tests and documentation, converts between languages and frameworks, and writes SQL, regex and CI/CD pipelines from plain-English prompts.
Pick from over 20 actions including bug detection, refactoring, style checking, type annotation, debug statements, literal extraction and code explanation.
Turn any pasted source code into a test suite for your chosen framework, or generate documentation inline so the code explains itself.
Translate code between 56 languages and convert stylesheet rules from one CSS framework to another, including Tailwind-style conversions.
Describe what you need in plain English and get Mermaid diagrams, SQL queries, regex patterns, CSP headers or CI/CD pipeline definitions.

Google 出品的 AI 工具,用提示詞產生行動端與網頁介面設計
用自然語言描述應用介面,Stitch 會產生多個完整 UI 設計,涵蓋行動端與網頁版面。
上傳草圖、截圖或既有介面,Stitch 會給出與之對應的設計解讀。
透過追加提示迭代調整版面、配色主題與元件,無須從頭再來。
藉由適合設計與開發交接的匯出方式,把產生的設計推進到實作階段。
Builds full-stack web applications from natural language, moving further into functional app development than standard UI design tools.
專項更強會學習你編碼品味的 AI 編程代理