#1
Toolbar is a browser QA platform that turns critical user journeys into saved, repeatable Playwright tests created and maintained with your coding agent. Connect your agent over MCP, describe what users should be able to do, and Toolbar stores, schedules, and runs the validated tests on demand, on a schedule, or after deployments.
| 面向/指標 | ![]() | |
|---|---|---|
| 官方網域 | deepseek.com | usetool.bar |
| 定價模式 | 免費增值 | 免費增值 |
| 每月造訪次數 | 3.73億 (372,761,591) | 485 (485) |
| 月流量變化量 | +1536.22萬 (+4.3%) |
| +395 (+438.9%) |
| 主要市場與市佔 | 🇨🇳 中國 (50.5%) | 🌐 全球 (—) |
|---|
| 每月直接造訪 | 2.92億 | 209 |
|---|
| 使用者評分 | 4.8 | 4.2 |
|---|
| 支援平台 | 網站 | 網站 |
|---|
由 DeepSeek-V4 與 R1 驅動的高效開源權重與託管推理 AI,token 成本極低。
依託稀疏混合專家架構(V4-Pro 為 1.6T 中的 49B 啟用參數),以極低延遲與記憶體開銷處理最多 100 萬 token。
由 DeepSeek-R1 開創並融入 V3.2 與 V4 思考模式,對複雜數學、邏輯與程式碼除錯展示逐步自驗證過程。
快取命中時,輸入 token 成本降至 Flash 的每百萬 0.003 美元與 V4-Pro 的每百萬 0.022 美元,離峰 UTC 時段費率再低 50%。
在 chat.deepseek.com 及 iOS/Android 上免費提供文件上傳、推理模式與網頁搜尋,核心模型無須付費牆。

Toolbar is a browser QA platform that turns critical user journeys into saved, repeatable Playwright tests created and maintained with your coding agent. Connect your agent over MCP, describe what users should be able to do, and Toolbar stores, schedules, and runs the validated tests on demand, on a schedule, or after deployments.
Connect your own AI coding agent over MCP and let it investigate the app, write Playwright actions, locators, and assertions, then validate the test through Toolbar before saving.
Validated tests and shared helpers are stored with full version history, so you can trace which test version actually failed and refine coverage over time.
Execute tests on demand, on a recurring schedule, when a Vercel preview is ready, or after merged changes reach a deployment.
Open any failed run to review recorded steps, screenshots, and Playwright traces, then hand that evidence to your agent for root-cause investigation.
#1
提供巨大的上下文視窗與深度的 Google 生態系整合,但對於純推理任務感覺較不夠專精。


免費 / 開源提供同等級的開源權重基礎模型與多語言效能,但需要自行架構主機或第三方推論設定。
免費 / 開源Enables running open-source models locally on consumer hardware, but lacks DeepSeek's cloud-scale hosted reasoning power.
提供巨大的上下文視窗與深度的 Google 生態系整合,但對於純推理任務感覺較不夠專精。
免費 / 開源Enables running open-source models locally on consumer hardware, but lacks DeepSeek's cloud-scale hosted reasoning power.