# Shortest 依據 OpenAITools.app 於 2026-11-11 查驗的觀測資料，Shortest（shortest.com）是收錄於 AI 測試的 AI 平台，每月產生 428 次造訪，月流量變化量為 -905（-67.9%）。其主要地理市場為印度（流量佔比 100%），並採用免費定價模式。依每月流量計算的主要競爭替代方案包括 testRigor（每月 10.59萬次造訪），KaneAI（每月 90.13萬次造訪），Shiplight AI（每月 3.37萬次造訪）。 Shortest is an open-source AI testing framework that lets you write end-to-end browser tests in plain English. Each test is a sentence such as 'Login to the app using email and password', and the AI resolves it into real Playwright actions at run time. ## 主要觀測資料與規格 | 指標 | 數值 | | :--- | :--- | | 工具名稱 | Shortest | | 代稱 | shortest | | Status | active | | Origin | open_source | | Maintenance | active | | 官方網域 | shortest.com | | 網站網址 | https://www.shortest.com | | 分類 | AI 測試, AI 程式碼生成器, AI 開發者工具, AI 程式碼助手, 提示詞工程, 無程式碼與低程式碼 | | 定價模式 | 免費 | | 每月造訪次數 | 428 | | 月流量變化 | -905 | | 月成長率 | -67.9% | | 主要市場 | 印度 | | 市佔率 | 100% | | 直接造訪 | 165 | | 自然搜尋造訪 | — | | 社群造訪 | — | | 推薦流量造訪 | 38 | | 電子郵件造訪 | 12 | | 評論分數 | 4.4 | | 收藏數 | 0 | | 支援平台 | 網站 | | 帳務平台 | | | 屬性 | 功能: 網站; 價格: 免費 | | 標籤 | AI 測試, 端對端測試, 測試自動化, 自然語言測試, Playwright, CI/CD, GitHub 整合 | ## 總覽 Shortest is an open-source AI testing framework that lets you write end-to-end browser tests in plain English. Each test is a sentence such as 'Login to the app using email and password', and the AI resolves it into real Playwright actions at run time. ## 價格與方案 Free and open source. There is no licence fee to use Shortest; costs come only from the AI model provider and CI minutes you choose to run it on. ## 關鍵功能與能力 - **Plain-English test authoring:** Each test is a sentence in everyday language, for example 'Login to the app using email and password'. The AI maps that instruction to the steps needed to complete it. - **Built on Playwright:** Shortest sits on top of Playwright, so it uses the same reliable browser automation engine teams already trust for cross-browser testing. - **Code-first, NPM install:** Tests are installed and invoked from your own repository, so they live next to your application code and version with it. - **GitHub and CI integration:** Built-in GitHub integration lets tests run automatically as part of your CI workflow instead of only on a developer's machine. - **Parameterised test steps:** Reusable test functions accept an options object so you can inject credentials and per-environment data rather than hard-coding them. ## 主要使用情境 - **Replace brittle selector suites (QA engineer):** Describe critical user journeys — sign-up, login, checkout — in one line each and let the framework resolve the steps, so coverage grows without a selector-maintenance project. - **CI smoke tests on pull requests (Frontend developer):** Add natural-language smoke tests to your GitHub pipeline so every pull request confirms the app still builds and the main flows work. - **Local dev-loop testing (Solo builder or small team):** Write tests alongside code in the editor and run them locally against a dev server, then promote them to CI unchanged. - **Acceptance criteria as executable tests (Product manager):** Write scenarios in the language of the business — 'a returning customer can reorder their last item' — which product and support can read and review. ## 優勢 - Tests are readable by anyone on the team, not just automation engineers - Dramatically less boilerplate than hand-written selector-based tests - Leverages Playwright, so browser coverage and reliability are familiar - Free and open source with a GitHub-first workflow ## 限制 - Still a young project, so the API and feature set can shift between releases - You need a working Playwright/browser setup and CI configuration to get full value - Very dynamic or flaky UI can still trip up the AI-driven step decisions - Debugging a failed natural-language step can be less precise than reading a hand-written assertion ## 常見問題 ### How does Shortest relate to Playwright? Shortest is built on top of Playwright. It handles the browser automation; the AI layer interprets your plain-English steps and decides how to carry them out on the page. ### Is Shortest open source? Yes. It is an open-source project (published under the antiwork organisation on GitHub) that you can install and run in your own pipeline. ### How do I pass credentials or test data into a test? You can pass values such as credentials through an options object, as shown in the sample: shortest('Login to the app using email and password', { username, password }). Environment variables are a common way to supply them in CI. ### Does Shortest work in CI/CD? It integrates with GitHub, so tests can be triggered as part of your CI workflow and run alongside your existing checks. ### Shortest 的每月流量與成長趨勢為何？ Shortest 目前每月有 428 次造訪，月流量變化為 -905（成長率 -67.9%）。其主要來源市場為印度（佔比 100%），其中包含每月 165 次直接造訪與每月 — 次自然搜尋造訪。 ### Shortest 是免費的嗎？其定價模式為何？ Shortest 採用免費定價模式。Free and open source. There is no licence fee to use Shortest; costs come only from the AI model provider and CI minutes you choose to run it on. 支援的帳務與結帳平台包括：未列出。 ### 2026 年最佳的 Shortest 替代方案有哪些？ 依據 OpenAITools.app 的分類流量與功能契合度，Shortest 的前五大替代方案為：1. testRigor（每月 10.59萬次造訪）; 2. KaneAI（每月 90.13萬次造訪）; 3. Shiplight AI（每月 3.37萬次造訪）; 4. Autosana（每月 1.21萬次造訪）; 5. Virtuoso QA（每月 2.02萬次造訪）。 ### Shortest 支援哪些平台與核心 AI 能力？ Shortest 分類於 AI 測試, AI 程式碼生成器, AI 開發者工具, AI 程式碼助手，支援以下平台：網站，其核心能力標籤包括：AI 測試, 端對端測試, 測試自動化, 自然語言測試, Playwright, CI/CD。 ## 替代方案 | 工具名稱 | 每月造訪次數 | 定價模式 | 比較 | | :--- | :--- | :--- | :--- | | [testRigor](https://openaitools.app/tw/tool/testrigor-com) | 105,865 | 免費試用、需聯絡報價、免費 | [比較](https://openaitools.app/tw/compare/shortest-vs-testrigor-com) | | [KaneAI](https://openaitools.app/tw/tool/kaneai) | 901,340 | 免費增值、付費、需聯絡報價 | [比較](https://openaitools.app/tw/compare/kaneai-vs-shortest) | | [Shiplight AI](https://openaitools.app/tw/tool/shiplight-ai) | 33,676 | 需聯絡報價 | [比較](https://openaitools.app/tw/compare/shiplight-ai-vs-shortest) | | [Autosana](https://openaitools.app/tw/tool/autosana) | 12,057 | 免費增值、需聯絡報價 | [比較](https://openaitools.app/tw/compare/autosana-vs-shortest) | | [Virtuoso QA](https://openaitools.app/tw/tool/virtuoso-qa) | 20,169 | 付費、需聯絡報價 | [比較](https://openaitools.app/tw/compare/shortest-vs-virtuoso-qa) | | [Katalon](https://openaitools.app/tw/tool/katalon-studio) | 158,090 | 免費增值、免費試用、付費、需聯絡報價 | [比較](https://openaitools.app/tw/compare/katalon-studio-vs-shortest) | | [Alumnium](https://openaitools.app/tw/tool/alumnium) | 920 | 免費增值、付費、免費 | [比較](https://openaitools.app/tw/compare/alumnium-vs-shortest) | | [Autify](https://openaitools.app/tw/tool/autify-com) | 60,130 | 需聯絡報價 | [比較](https://openaitools.app/tw/compare/autify-com-vs-shortest) | | [Momentic](https://openaitools.app/tw/tool/momentic) | 68,819 | Freemium, Usage-based, Enterprise | [比較](https://openaitools.app/tw/compare/momentic-vs-shortest) | | [Base44](https://openaitools.app/tw/tool/base44) | 14,039,232 | 免費增值、付費、需聯絡報價 | [比較](https://openaitools.app/tw/compare/base44-vs-shortest) | | [TestSprite](https://openaitools.app/tw/tool/testsprite) | 114,205 | 免費增值 | [比較](https://openaitools.app/tw/compare/shortest-vs-testsprite) | | [Qase](https://openaitools.app/tw/tool/qase) | 319,213 | 免費增值、免費試用、需聯絡報價、免費 | [比較](https://openaitools.app/tw/compare/qase-vs-shortest) | --- 來源：https://openaitools.app/tw/tool/shortest