机器人检测基准测试
Donut Browser 的 Wayfern 引擎和另外 8 款浏览器与自动化工具运行了相同的 28 项机器人检测测试。每个单元格是在同一台电脑、同一网络上运行 5 次的结果。
Donut Browser 通过了 28 项测试中的 26 项。 测量日期:2026年10月15日
各工具通过的测试数
一项测试至少 80% 的运行通过才算通过。没有结果的测试不计入该工具的总数。
- Donut Browser 28 项中 26 项
- Patchright 28 项中 24 项
- nodriver 28 项中 24 项
- Camoufox 28 项中 21 项
- CloakBrowser 27 项中 20 项 1 项无结果
- Puppeteer + stealth plugin 28 项中 16 项
- Playwright Chromium (headed) 28 项中 15 项
- Google Chrome + Playwright 28 项中 15 项
- Playwright Chromium (headless) 28 项中 8 项
实测胜出
只有数据中有对应结果时,这里才会显示标志。
已通过的检测服务
Wayfern 通过了这些服务的全部已测项目。
- reCAPTCHA reCAPTCHA v3 score · 0.9所有工具均通过
- Cloudflare Turnstile, non-interactive widget · 4/5Turnstile, managed widget · 4/5Cloudflare challenge page · 4/5
- Kasada Kasada · 5/5所有工具均通过
- Fingerprint Fingerprint bot detection · 5/5Fingerprint tampering · 5/5
- DataDome DataDome · 5/5
- HUMAN HUMAN (PerimeterX) · 5/5
- Akamai Akamai edge · 5/5
- BrowserScan BrowserScan bot detection · 5/5
- deviceandbrowserinfo Device and Browser Info bot test · 0
- Sannysoft bot.sannysoft.com · 0
- CreepJS CreepJS headless · 0%CreepJS like-headless · 25%CreepJS lies · 0
- Pixelscan Pixelscan bot check · 5/5Pixelscan masking · 5/5Pixelscan consistency · 5/5
- iphey iphey · 5/5
未通过:hCaptcha和incolumitas。对应的行在下方表格中。
被超过的工具
在两个工具都运行过的测试中,Wayfern 通过得更多。
- Playwright Chromium (headless) 28 项中 26 比 8 Wayfern 通过,Playwright Chromium (headless) 未通过: Cloudflare challenge page、Fingerprint bot detection、DataDome、HUMAN (PerimeterX)、Akamai edge、BrowserScan bot detection、Device and Browser Info bot test、bot.sannysoft.com、CreepJS headless、CreepJS like-headless、Pixelscan bot check、Pixelscan consistency、iphey、navigator.webdriver、CDP automation (Runtime.enable)、Bot user agent (HeadlessChrome)、navigator.plugins.length和TLS and HTTP/2 fingerprint
- Playwright Chromium (headed) 28 项中 26 比 15 Wayfern 通过,Playwright Chromium (headed) 未通过: Cloudflare challenge page、Fingerprint bot detection、BrowserScan bot detection、Device and Browser Info bot test、bot.sannysoft.com、CreepJS headless、Pixelscan bot check、Pixelscan consistency、iphey、navigator.webdriver和CDP automation (Runtime.enable)
- Google Chrome + Playwright 28 项中 26 比 15 Wayfern 通过,Google Chrome + Playwright 未通过: Cloudflare challenge page、Fingerprint bot detection、BrowserScan bot detection、Device and Browser Info bot test、bot.sannysoft.com、CreepJS headless、Pixelscan bot check、Pixelscan consistency、iphey、navigator.webdriver和CDP automation (Runtime.enable)
- Puppeteer + stealth plugin 28 项中 26 比 16 Wayfern 通过,Puppeteer + stealth plugin 未通过: Cloudflare challenge page、Fingerprint bot detection、Device and Browser Info bot test、CreepJS headless、CreepJS lies、Pixelscan masking、Pixelscan consistency、iphey、CDP automation (Runtime.enable)和TLS and HTTP/2 fingerprint
- Patchright 28 项中 26 比 24 Wayfern 通过,Patchright 未通过: Pixelscan consistency和iphey 见注意事项 2
- nodriver 28 项中 26 比 24 Wayfern 通过,nodriver 未通过: Pixelscan consistency和iphey 见注意事项 2
- Camoufox 28 项中 26 比 21 Wayfern 通过,Camoufox 未通过: DataDome、Fingerprint tampering、bot.sannysoft.com、Pixelscan masking和Pixelscan consistency
- CloakBrowser 27 项中 25 比 20 Wayfern 通过,CloakBrowser 未通过: Fingerprint tampering、Device and Browser Info bot test、CreepJS lies、Pixelscan masking和Pixelscan consistency
全部结果
行是测试,列是工具。打开一项测试可查看每次运行、通过规则、来源页面和截图。
通过 未通过 无数据带对勾的实心圆:通过。带叉号的圆环:未通过。虚线圆环:无数据。
| 测试 | Donut Browser | Playwright Chromium (headless) | Playwright Chromium (headed) | Google Chrome + Playwright | Puppeteer + stealth plugin | Patchright | nodriver | Camoufox | CloakBrowser |
|---|---|---|---|---|---|---|---|---|---|
| 验证码 | |||||||||
| 通过: 0.9 | 通过: 0.9 | 通过: 0.9 | 通过: 0.9 | 通过: 0.9 | 通过: 0.9 | 通过: 0.9 | 通过: 0.9 | 通过: 0.9 | |
| 通过: 4/5 | 通过: 5/5 | 通过: 5/5 | 通过: 4/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 4/5 | 通过: 5/5 | |
| 通过: 4/5 | 通过: 4/5 | 通过: 5/5 | 通过: 4/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 4/5 | 通过: 5/5 | |
| 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | |
| 反机器人 | |||||||||
| 通过: 4/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | |
| 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | |
| 通过: 5/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | |
| 通过: 5/5 | 未通过: 0/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 未通过: 2/5 | 通过: 5/5 | |
| 通过: 5/5 | 未通过: 0/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | |
| 通过: 5/5 | 未通过: 0/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | |
| 指纹 | |||||||||
| 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 未通过: 2/5 | 未通过: 1/5 | |
| 通过: 5/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | |
| 通过: 0 | 未通过: 7 | 未通过: 5 | 未通过: 5 | 未通过: 4 | 通过: 0 | 通过: 0 | 通过: 0 | 未通过: 1 | |
| 通过: 0 | 未通过: 12 | 未通过: 1 | 未通过: 1 | 通过: 0 | 通过: 0 | 通过: 0 | 未通过: 1 | 通过: 0 | |
| 未通过: 1 | 未通过: 13 | 未通过: 3 | 未通过: 3 | 未通过: 3 | 未通过: 1 | 未通过: 1 | 未通过: 1 | 未通过: 2 | |
| 通过: 0% | 未通过: 100% | 未通过: 33% | 未通过: 33% | 未通过: 33% | 通过: 0% | 通过: 0% | 通过: 0% | 通过: 0% | |
| 通过: 25% | 未通过: 88% | 通过: 31% | 通过: 31% | 通过: 25% | 通过: 25% | 通过: 19% | 通过: 0% | 通过: 25% | |
| 通过: 0 | 通过: 0 | 通过: 0 | 通过: 0 | 未通过: 2 | 通过: 0 | 通过: 0 | 通过: 0 | 未通过: 3 | |
| 通过: 5/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | |
| 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 未通过: 0/5 | 通过: 5/5 | 通过: 5/5 | 未通过: 3/5 | 未通过: 0/5 | |
| 通过: 5/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 3/5 | 未通过: 0/5 | |
| 通过: 5/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 通过: 5/5 | 错误 | |
| 自动化特征 | |||||||||
| 通过: 5/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | |
| 通过: 5/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 未通过: 0/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | |
| 通过: 5/5 | 未通过: 0/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | |
| 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | |
| 通过: 5 | 未通过: 0 | 通过: 5 | 通过: 5 | 通过: 5 | 通过: 5 | 通过: 5 | 通过: 5 | 通过: 5 | |
| 网络 | |||||||||
| 通过: 5/5 | 未通过: 0/5 | 通过: 5/5 | 通过: 5/5 | 未通过: 0/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | 通过: 5/5 | |
| 通过数 | 26/28 | 8/28 | 15/28 | 15/28 | 16/28 | 24/28 | 24/28 | 21/28 | 20/27 |
验证码
reCAPTCHA v3 scoreDonut Browser: 通过: 0.9Playwright Chromium (headless): 通过: 0.9
Turnstile, non-interactive widgetDonut Browser: 通过: 4/5Playwright Chromium (headless): 通过: 5/5
Turnstile, managed widgetDonut Browser: 通过: 4/5Playwright Chromium (headless): 通过: 4/5
hCaptchaDonut Browser: 未通过: 0/5Playwright Chromium (headless): 未通过: 0/5
反机器人
Cloudflare challenge pageDonut Browser: 通过: 4/5Playwright Chromium (headless): 未通过: 0/5
KasadaDonut Browser: 通过: 5/5Playwright Chromium (headless): 通过: 5/5
Fingerprint bot detectionDonut Browser: 通过: 5/5Playwright Chromium (headless): 未通过: 0/5
DataDomeDonut Browser: 通过: 5/5Playwright Chromium (headless): 未通过: 0/5
HUMAN (PerimeterX)Donut Browser: 通过: 5/5Playwright Chromium (headless): 未通过: 0/5
Akamai edgeDonut Browser: 通过: 5/5Playwright Chromium (headless): 未通过: 0/5
指纹
Fingerprint tamperingDonut Browser: 通过: 5/5Playwright Chromium (headless): 通过: 5/5
BrowserScan bot detectionDonut Browser: 通过: 5/5Playwright Chromium (headless): 未通过: 0/5
Device and Browser Info bot testDonut Browser: 通过: 0Playwright Chromium (headless): 未通过: 7
bot.sannysoft.comDonut Browser: 通过: 0Playwright Chromium (headless): 未通过: 12
bot.incolumitas.comDonut Browser: 未通过: 1Playwright Chromium (headless): 未通过: 13
CreepJS headlessDonut Browser: 通过: 0%Playwright Chromium (headless): 未通过: 100%
CreepJS like-headlessDonut Browser: 通过: 25%Playwright Chromium (headless): 未通过: 88%
CreepJS liesDonut Browser: 通过: 0Playwright Chromium (headless): 通过: 0
Pixelscan bot checkDonut Browser: 通过: 5/5Playwright Chromium (headless): 未通过: 0/5
Pixelscan maskingDonut Browser: 通过: 5/5Playwright Chromium (headless): 通过: 5/5
Pixelscan consistencyDonut Browser: 通过: 5/5Playwright Chromium (headless): 未通过: 0/5
ipheyDonut Browser: 通过: 5/5Playwright Chromium (headless): 未通过: 0/5
自动化特征
navigator.webdriverDonut Browser: 通过: 5/5Playwright Chromium (headless): 未通过: 0/5
CDP automation (Runtime.enable)Donut Browser: 通过: 5/5Playwright Chromium (headless): 未通过: 0/5
Bot user agent (HeadlessChrome)Donut Browser: 通过: 5/5Playwright Chromium (headless): 未通过: 0/5
window.chrome objectDonut Browser: 通过: 5/5Playwright Chromium (headless): 通过: 5/5
navigator.plugins.lengthDonut Browser: 通过: 5Playwright Chromium (headless): 未通过: 0
网络
TLS and HTTP/2 fingerprintDonut Browser: 通过: 5/5Playwright Chromium (headless): 未通过: 0/5
测试方法
所有工具都在同一台电脑、同一网络上运行相同的测试。每项测试都写明了读取的内容和通过的条件。
- 电脑
- Windows 11 Home 25H2 (build 26200) CPU: AMD Ryzen 9 8940HX, 32 threads GPU: NVIDIA GeForce RTX 5070 Laptop GPU
- 网络
- A fresh US residential exit (New York area) for every browser session, from one pool of three accounts that every tool used
- 每个单元格的运行次数
- 5
- 通过规则
- 单元格至少 80% 的运行通过即为通过。
- 日期
注意事项
- The computer is in UTC+4 and every proxy exit is in New York. Wayfern, Camoufox and CloakBrowser use the time zone of the exit; stock Playwright, Chrome + Playwright, Puppeteer stealth, Patchright and nodriver keep UTC+4 by default.
- Pixelscan consistency, iphey and the VPN signal of Fingerprint flag a time zone that does not match the IP address. On a computer in the time zone of the exit, the tools that keep UTC+4 could score higher on Pixelscan consistency and iphey.
- Tools that do not manage WebRTC send it outside the proxy. A page that reads WebRTC can then see the IP address of the computer.
- Camoufox and CloakBrowser ran from 03:51 to 04:40 UTC on 15 October, about 2 hours after the other seven tools (23:06 to 01:46 UTC). They used the same computer and proxy pool.
- Camoufox picks a random operating system for each launch by default. Its runs show Windows and macOS user agents.
- CloakBrowser ran its free Chromium 146 binary, because the latest binary needs a sign-in. Fingerprint and Pixelscan report its launch() context as incognito, and iphey never finished a scan for it.
- A run lost to a timeout, a network error or a page with no verdict is an error. Errors do not count as fails, and each one ran again in a new session.
版本与启动设置
| 工具 | 引擎 | 模式 | 启动设置 |
|---|---|---|---|
| Donut Browser | Wayfern 152.0.7977.64 (Chromium) | 有界面 | Wayfern engine via Playwright persistent context, headed, Windows fingerprint from the engine, time zone, locale and geolocation set to the proxy exit |
| Playwright Chromium (headless) | Chromium 156.0.8078.4 headless shell | 无头 | chromium.launch() defaults, headless, proxy only |
| Playwright Chromium (headed) | Chromium 156.0.8078.4 | 有界面 | chromium.launch({ headless: false }), proxy only |
| Google Chrome + Playwright | Google Chrome 155.0.8059.80 | 有界面 | chromium.launch({ channel: "chrome", headless: false }), proxy only |
| Puppeteer + stealth plugin | Chrome for Testing 155.0.8059.79 | 无头 | puppeteer-extra with puppeteer-extra-plugin-stealth defaults, launch({ headless: true }) as in its README, proxy only |
| Patchright | Google Chrome 155.0.8059.80 | 有界面 | launchPersistentContext with channel "chrome", headless false, viewport null, no custom user agent (README best practice) |
| nodriver | Google Chrome 155.0.8059.80 | 有界面 | nodriver.start() defaults with installed Chrome, headed, proxy flag only |
| Camoufox | Camoufox 156.0.1-beta.36 (Firefox) | 有界面 | AsyncCamoufox(headless=False, geoip=True, humanize=True) with the proxy |
| CloakBrowser | CloakBrowser Chromium 146.0.7680.177 | 有界面 | launch({ proxy, geoip: true, headless: false, humanize: true }) as in its README, free binary (no account) |
未测量
以下测试和单元格没有结果,原因写在各项旁边。
- AWS WAF Bot Control No public page was found that shows an AWS WAF bot verdict on a page load.
- Arkose Labs It runs on sign-in and sign-up forms only. Reading it needs a form submission.
- Commercial anti-detect browsers and cloud browser services They need an account.
- CloakBrowser latest binary (Chromium 154) It needs a GitHub sign-in. The free binary (Chromium 146) was tested.
- undetected-chromedriver nodriver, its successor from the same author, was tested.
- CloakBrowser · iphey No verdict: the iphey scan did not finish within 60 s in 6 of 6 loads (the page stayed on its loading state).
常见问题
“通过”是什么意思?
按照测试行中的规则,检测服务在至少 80% 的运行中接受了该浏览器:reCAPTCHA 看分数阈值,扫描页面看判定结果,标记列表要求零个标记。这是所示日期的结果。网站仍可能因 IP 地址或页面上的行为等其他原因拦截访问。
为什么和原版 Playwright 对比?
大多数自动化从原版 Playwright 或 Puppeteer 起步,隐身工具和反检测浏览器通常是下一步。表中所有工具都运行了相同的测试。
测试的是哪个 Wayfern 版本?
Wayfern 152.0.7977.64 (Chromium),即 Donut Browser 应用安装的版本,由 Playwright 控制,使用生成的 Windows 指纹。每个工具的版本见“测试方法”中的表格和 JSON 文件。
我能自己核对结果吗?
可以。JSON 文件包含每次运行,每项测试都链接到公开的测试页面。在 Donut Browser 配置文件中打开相同页面即可对比。本站免费的机器人检测工具也会在你自己的浏览器中运行类似检查。
Wayfern 有没有未通过的测试?
有。本次测量中 Wayfern 未通过:hCaptcha和bot.incolumitas.com。hCaptcha 向每个工具都出了图片验证,同一台电脑上由 Playwright 控制的有界面 Microsoft Edge 也一样,所以这一行无法区分各工具。bot.incolumitas.com 的旧版 WEBDRIVER 检查会标记所有带 navigator.webdriver 属性的 Chromium 浏览器,所以任何 Chromium 工具在这里都拿不到 0。这些行保留在表格中。
为什么有些单元格没有数据?
当测试不适用于该引擎,或所有运行都因超时、频率限制或崩溃而丢失时,单元格就没有数据。“未测量”列表写明了每一项的原因。
在 Wayfern 上运行你的配置文件
Donut Browser 可免费下载。每个配置文件都有自己的指纹,以及自己的代理或 VPN。