field notes

notes from a Singapore phone farm

guides on Telegram account longevity, ban prevention, dedicated mobile IPs, and what actually works when you host an account on real hardware.

RoxyBrowser Review 2026: Honest Pros, Cons and Pricing

First look at RoxyBrowser in 2026: the real per-profile pricing, the free tier, RoxyIP, team workspace costs, and what still needs testing before we score it.

How Browser Fingerprinting Works (and How Anti-Detect Browsers Respond)

How a browser fingerprint is built from ip, headers, tls, canvas and fonts, why it links your sessions, and how anti-detect browsers respond.

bot detection web scraping fingerprinting

How Websites Detect Bots in 2026 (and How Scrapers Stay Compliant)

How bot detection works in 2026: ip reputation, tls and browser fingerprinting, and behavioral signals, plus how compliant scrapers stay clean.

About Xavier Fok

Operator of Singapore Mobile Proxy and cloudf.one. 15 years across digital marketing, content, and now mobile-proxy and cloud-phone infrastructure for anti-detect browser reviews, fingerprinting, multi-account stack.

Bulk-creating 100 profiles with random fingerprints in Incogniton

Step-by-step guide to bulk-creating 100 Incogniton profiles with randomized browser fingerprints, covering proxies, templates, and scaling.

Affiliate disclosure

How antidetectreview.org makes money, which links are affiliate, and why that does not change the honest pro and con assessment in every review.

How to share profiles across a 5-person team in GoLogin

Step-by-step guide to setting up GoLogin team profile sharing for a 5-person crew, covering invites, permissions, proxy assignment, and common pitfalls.

Importing Facebook cookies into Multilogin without triggering review

Step-by-step guide to importing Facebook session cookies into Multilogin browser profiles without triggering account review or checkpoint prompts.

Accovod Review 2026: Honest Pros, Cons and Pricing

Hands-on Accovod review covering fingerprint spoofing, pricing, team features, proxy support, and who should actually buy it in 2026.

Accovod vs FraudFox: 2026 Head-to-Head Comparison

Accovod vs FraudFox: an operator's 2026 breakdown of proxy integration, fingerprint isolation, pricing, and which tool fits your workflow.

AdsPower Review 2026: Honest Pros, Cons and Pricing

AdsPower is a multi-profile anti-detect browser for marketers and e-commerce ops. Here's what works, what doesn't, and who it's actually for.

AdsPower vs Dolphin{anty}: 2026 Head-to-Head Comparison

AdsPower vs Dolphin{anty}: which antidetect browser handles proxies better in 2026? Xavier Fok compares proxy integration, pricing, and use-case fit.

AdsPower vs Incogniton: 2026 Head-to-Head Comparison

AdsPower vs Incogniton compared on proxy support, pricing, and multi-account use cases. Which antidetect browser wins in 2026?

Aezakmi Review 2026: Honest Pros, Cons and Pricing

Hands-on Aezakmi review covering fingerprint spoofing, pricing, team features, proxy support, and who should actually buy it in 2026.

Aezakmi vs Sphere Browser: 2026 Head-to-Head Comparison

Aezakmi vs Sphere Browser compared on proxy integration, pricing, geo coverage, and multi-account workflows for operators in 2026.

Aezakmi vs Undetectable: 2026 Head-to-Head Comparison

Aezakmi vs Undetectable compared on proxy integration, multi-accounting, pricing, and automation. Which antidetect browser fits your stack in 2026?

AntBrowser Review 2026: Honest Pros, Cons and Pricing

An operator's honest review of AntBrowser in 2026: fingerprint coverage, pricing tiers, team features, proxy support, and who should skip it.

AntBrowser vs Mulogin: 2026 Head-to-Head Comparison

AntBrowser vs Mulogin compared on proxy integration, IP pool access, rotation control, geo coverage, pricing, and session handling for multi-account operators.

AntBrowser vs Undetectable: 2026 Head-to-Head Comparison

AntBrowser vs Undetectable compared on proxy handling, geo coverage, pricing, and real-world use cases for multi-account operators in 2026.

Anti-detect browser API automation: comparing Multilogin, AdsPower, GoLogin

A practitioner's guide to automating Multilogin, AdsPower, and GoLogin via their local APIs, with real code examples, failure modes, and production notes.

AntiBrowser Review 2026: Honest Pros, Cons and Pricing

Hands-on review of AntiBrowser anti-detect browser for multi-account ops. Covers fingerprinting, pricing, proxy setup, team features and who should use it.

Audio fingerprinting and how it cross-references with Canvas

A plain-language explainer on audio fingerprinting, how browsers expose it, and why it compounds canvas fingerprinting to identify you.

Backup and restore profile data across anti-detect browsers

How to back up and restore browser profiles across Multilogin, AdsPower, and GoLogin without losing cookies, fingerprints, or proxy configs.

Behavioural fingerprinting: mouse, scroll, typing, and how to randomise

What behavioural fingerprinting is, how mouse, scroll, and typing data expose you, and the practical ways operators randomise it.

Best anti-detect browser for affiliate marketers in 2026

Seven anti-detect browsers tested for affiliate marketing use: multilogin, adspower, dolphin anty and more. real prices, real trade-offs, no fluff.

Best anti-detect browser for Amazon multi-seller in 2026

Xavier Fok compares 7 anti-detect browsers for Amazon multi-seller operators in 2026, covering fingerprinting, team features, and pricing.

Best anti-detect browser for automation with Puppeteer and Selenium in 2026

7 anti-detect browsers ranked for Puppeteer and Selenium automation in 2026: API quality, fingerprint pass rates, pricing, and headless stability.

Best anti-detect browser for crypto airdrop farming in 2026

Tested 7 anti-detect browsers for crypto airdrop farming in 2026. Honest operator picks on fingerprint quality, profile limits, and price.

Best anti-detect browser for e-commerce dropshipping accounts in 2026

Running multiple dropshipping stores? Here are the best anti-detect browsers for isolating e-commerce accounts in 2026, tested by an operator.

Best anti-detect browser for enterprise teams over 50 seats in 2026

The 7 best anti-detect browsers for enterprise teams managing 50+ seats, compared on pricing, team controls, fingerprint quality, and support.

Best anti-detect browser for Facebook Ads accounts in 2026

7 best anti-detect browsers for Facebook Ads in 2026, tested for fingerprint spoofing, multi-seat teamwork, and account survival under Meta's detection.

Best anti-detect browser for free anti-detect users in 2026

The best anti-detect browsers with free plans in 2026, reviewed for operators who want real fingerprint isolation without a monthly bill.

Best anti-detect browser for Instagram multi-account growth in 2026

Seven anti-detect browsers tested for Instagram multi-account management in 2026, ranked by fingerprint quality, profile stability, and real operator value.

Best anti-detect browser for Linux users in 2026

Seven anti-detect browsers tested on Linux in 2026, ranked by native support, fingerprint quality, and value. Honest picks from an operator perspective.

Best anti-detect browser for low-budget under 30 dollars per month in 2026

7 anti-detect browsers under $30/month ranked by profile limits, fingerprint quality, and real operator usability. Updated May 2026.

Best anti-detect browser for Mac users in 2026

The 7 best anti-detect browsers that actually run well on macOS in 2026, reviewed by a Singapore-based multi-account operator.

Best anti-detect browser for team workspaces over 5 seats in 2026

The best anti-detect browsers for teams of 5+ seats in 2026, compared on profile sharing, role controls, pricing, and fingerprint quality.

Best anti-detect browser for Telegram account management at scale in 2026

Running 50+ Telegram accounts? Here are the 7 best anti-detect browsers for scale, tested for fingerprint isolation, automation, and team workflows.

Best anti-detect browser for TikTok Shop sellers in 2026

Seven anti-detect browsers tested for TikTok Shop sellers. Honest picks covering pricing, fingerprint quality, and multi-account stability.

BitBrowser Review 2026: Honest Pros, Cons and Pricing

Hands-on BitBrowser review covering fingerprint coverage, pricing tiers, proxy setup, team features, and who should actually buy it in 2026.

BitBrowser vs Lauth: 2026 Head-to-Head Comparison

BitBrowser vs Lauth compared on proxies, pricing, geo coverage, and use cases. Find out which tool fits your multi-account or scraping setup in 2026.

BitBrowser vs Maskex: 2026 Head-to-Head Comparison

BitBrowser vs Maskex compared on proxy support, IP rotation, geo coverage, pricing per GB, and session control for multi-account operators in 2026.

BrowserProfile Review 2026: Honest Pros, Cons and Pricing

Hands-on review of BrowserProfile anti-detect browser. Covers fingerprint spoofing, pricing tiers, proxy support, team features, and who should actually use it.

Building a private fingerprint pool with cookie isolation

How to architect a managed browser profile pool with hard cookie isolation, covering generation, aging, rotation, and the failure modes that kill accounts.

Canvas fingerprinting explained: why your browser leaks even on incognito

Canvas fingerprinting tracks you through your browser's GPU and fonts, bypassing cookies and incognito. here's how it works and what operators need to know.

Client hints, user-agent reduction, and 2026 fingerprint vectors

Chrome's user-agent reduction and client hints reshaped how browsers expose device info. Here's what fingerprinting looks like in 2026 for operators.

Cookie warming strategies that survive Facebook's 2026 review queue

A practitioner's guide to cookie warming in 2026: techniques, tooling, failure modes, and what actually works when Facebook's review queue tightens.

Custom browser flag configurations to maximise stealth

A practitioner's guide to Chromium command-line flags and runtime patches that reduce fingerprint surface area in antidetect workflows.

Dolphin{anty} Review 2026: Honest Pros, Cons and Pricing

Honest operator review of Dolphin{anty} anti-detect browser covering fingerprint spoofing, pricing tiers, team features, automation API, and who should buy it.

Dolphin{anty} vs GoLogin: 2026 Head-to-Head Comparison

Dolphin{anty} vs GoLogin compared on proxy integration, pricing, profiles, and real-world multi-account use cases for 2026 operators.

Font enumeration and how detection tools build a font fingerprint

Font enumeration lets websites silently probe which fonts are on your device. here's how the technique works and why it matters for multi-account operators.

FraudFox Review 2026: Honest Pros, Cons and Pricing

Honest operator review of FraudFox anti-detect browser: fingerprint spoofing, pricing, pros, cons, and who should actually use it in 2026.

FraudFox vs Smartproxy X-Browser: 2026 Head-to-Head Comparison

FraudFox vs Smartproxy X-Browser compared on proxy integration, IP pool access, geo coverage, pricing, and session control for operators in 2026.

Genlogin Review 2026: Honest Pros, Cons and Pricing

Honest 2026 review of Genlogin anti-detect browser. Covers pricing, fingerprint spoofing, proxy support, team features, and who should use it.

Genlogin vs Hidemyacc: 2026 Head-to-Head Comparison

Genlogin vs Hidemyacc compared on proxy integration, fingerprinting, pricing, and real multi-account use cases. Which antidetect browser wins in 2026?

Genlogin vs Indigo Browser: 2026 Head-to-Head Comparison

Genlogin vs Indigo Browser compared on proxy support, pricing, geo coverage, and multi-account use cases. Singapore operator's honest 2026 verdict.

Ghost Browser Review 2026: Honest Pros, Cons and Pricing

A hands-on Ghost Browser review covering pricing, fingerprint coverage, proxy support, team workspaces, and who should use it in 2026.

Ghost Browser vs Hidemyacc: 2026 Head-to-Head Comparison

Ghost Browser vs Hidemyacc: proxy handling, fingerprinting, pricing, and which anti-detect browser wins for your multi-account workflow in 2026.

Ghost Browser vs Mulogin: 2026 Head-to-Head Comparison

Ghost Browser vs Mulogin compared on proxy management, fingerprinting, pricing, and multi-account use cases. Honest operator verdict for 2026.

GoLogin Review 2026: Honest Pros, Cons and Pricing

GoLogin reviewed in depth: real 2026 pricing, fingerprint coverage, API support, and honest cons from an operator managing multi-account workflows.

GoLogin vs Multilogin: 2026 Head-to-Head Comparison

GoLogin vs Multilogin compared on proxy integration, fingerprinting, pricing, and real-world use cases. Which anti-detect browser wins in 2026?

Headless anti-detect: what breaks and how to keep stealth

A practitioner's guide to every layer that headless browsers leak, with concrete fixes for Playwright, Puppeteer, and CDP-based stacks.

Hidemyacc Review 2026: Honest Pros, Cons and Pricing

Honest operator review of Hidemyacc anti-detect browser in 2026. Real pricing, fingerprint coverage, team features, and who should or should not buy it.

Hyperlogin Review 2026: Honest Pros, Cons and Pricing

An operator's honest take on Hyperlogin anti-detect browser: pricing, fingerprint coverage, team features, automation API, and who should buy it in 2026.

Identory Review 2026: Honest Pros, Cons and Pricing

Honest operator review of Identory anti-detect browser: fingerprint coverage, pricing tiers, team features, automation, and who should actually buy it in 2026.

Incogniton Review 2026: Honest Pros, Cons and Pricing

Hands-on Incogniton review covering fingerprint spoofing, pricing tiers, automation API, team features, and how it stacks up for multi-account operators.

Incogniton vs Kameleo: 2026 Head-to-Head Comparison

Incogniton vs Kameleo for proxy-powered multi-account ops in 2026. Pricing, IP handling, session control, and use-case verdicts from an operator.

Indigo Browser Review 2026: Honest Pros, Cons and Pricing

Indigo Browser review 2026: honest look at pricing, fingerprint spoofing, team features, and whether it's worth $99+/month for multi-account ops.

Indigo Browser vs Lalicat: 2026 Head-to-Head Comparison

Indigo Browser vs Lalicat compared on residential, datacenter, and ISP proxy integration, pricing, and performance for multi-account operators in 2026.

Integrating Playwright with Multilogin via local API

Step-by-step guide to connecting Playwright to Multilogin browser profiles via the local REST API for scalable multi-account automation.

Integrating Puppeteer with AdsPower for 50-profile automation

Step-by-step guide to connecting Puppeteer to AdsPower's local API and running concurrent automation across 50 browser profiles.

Kameleo Review 2026: Honest Pros, Cons and Pricing

Honest 2026 review of Kameleo anti-detect browser: pricing, fingerprint coverage, automation API, team features, and who should buy or skip it.

Kameleo vs Linken Sphere: 2026 Head-to-Head Comparison

Kameleo vs Linken Sphere compared on proxy integration, fingerprinting, pricing, and real-world use cases for multi-account operators in 2026.

Lalicat Review 2026: Honest Pros, Cons and Pricing

A hands-on Lalicat review covering fingerprint coverage, pricing tiers, team features, proxy support, and how it stacks up against AdsPower and Multilogin.

Lalicat vs Vmlogin: 2026 Head-to-Head Comparison

Lalicat vs Vmlogin compared on proxy integration, session control, geo coverage, and pricing. Singapore operator verdict for 2026.

Lauth Review 2026: Honest Pros, Cons and Pricing

Lauth anti-detect browser reviewed: fingerprint coverage, proxy setup, team features, pricing, and an honest verdict for multi-account operators in 2026.

Lauth vs Sphere Browser: 2026 Head-to-Head Comparison

Lauth vs Sphere Browser compared on proxies, pricing, geo coverage, and use cases. Which tool fits your multi-account or scraping workflow in 2026?

Linken Sphere Review 2026: Honest Pros, Cons and Pricing

Xavier Fok reviews Linken Sphere anti-detect browser in 2026: real pricing, fingerprint depth, Windows-only limits, and who should buy it.

Linken Sphere vs Octo Browser: 2026 Head-to-Head Comparison

Linken Sphere vs Octo Browser compared on proxy handling, fingerprint control, pricing, and real-world multi-account performance in 2026.

Maskex Review 2026: Honest Pros, Cons and Pricing

Hands-on review of Maskex anti-detect browser: real pricing, fingerprint coverage, team features, and who should (or shouldn't) buy it in 2026.

Maskex vs Mirror Browser: 2026 Head-to-Head Comparison

Maskex vs Mirror Browser compared on proxy integration, pricing, geo coverage, and session control for multi-account operators in 2026.

Migrating profiles from one anti-detect browser to another safely

A step-by-step operator guide to moving anti-detect browser profiles between tools without burning accounts or losing cookie sessions.

Mirror Browser Review 2026: Honest Pros, Cons and Pricing

Hands-on review of Mirror Browser anti-detect tool: fingerprint coverage, pricing, team features, and who should actually buy it in 2026.

Mirror Browser vs Smartproxy X-Browser: 2026 Head-to-Head Comparison

Mirror Browser vs Smartproxy X-Browser: which antidetect browser handles proxies better in 2026? Real operator verdict on pricing, IP pools, and use cases.

Mobile emulation profiles in Kameleo for TikTok and Instagram

Step-by-step guide to creating mobile device emulation profiles in Kameleo for TikTok and Instagram multi-account management.

MoreLogin Review 2026: Honest Pros, Cons and Pricing

Honest MoreLogin review for 2026: real pricing, fingerprint coverage, team features, automation API, and who should actually use it.

Mulogin Review 2026: Honest Pros, Cons and Pricing

Honest operator review of Mulogin anti-detect browser: fingerprint coverage, pricing tiers, team features, automation API, and who should buy it in 2026.

Multilogin Review 2026: Honest Pros, Cons and Pricing

Hands-on review of Multilogin X in 2026: real pricing, fingerprint coverage, proxy setup, team features, and who should actually buy it.

Octo Browser Review 2026: Honest Pros, Cons and Pricing

Xavier Fok's hands-on Octo Browser review covering fingerprint coverage, pricing, team features, automation API, and who should actually buy it in 2026.

Octo Browser vs Vmlogin: 2026 Head-to-Head Comparison

Octo Browser vs Vmlogin compared on proxy handling, pricing, fingerprinting, and multi-account use cases. Find out which anti-detect browser wins in 2026.

Omnilogin Review 2026: Honest Pros, Cons and Pricing

An operator's honest look at Omnilogin anti-detect browser: fingerprint coverage, team features, pricing tiers, and who should actually buy it in 2026.

Proxy integration in AdsPower: SOCKS5 vs HTTP for stealth accounts

Learn how to configure SOCKS5 and HTTP proxies in AdsPower for stealth accounts, including when to use each protocol and how to avoid common mistakes.

Running 200 profiles per machine: hardware, RAM, and CPU realities

Practical hardware breakdown for operators scaling to 200+ browser profiles: RAM budgets, CPU thread counts, disk I/O limits, and what kills machines at scale.

Selenium plus anti-detect: when each vendor's grid actually works

A practitioner's guide to connecting Selenium to anti-detect browser grids, covering AdsPower, Multilogin, GoLogin, and Dolphin Anty CDP endpoints.

Setting up Dolphin{anty} for crypto airdrop ops

Step-by-step guide to configuring Dolphin{anty} antidetect browser for multi-account crypto airdrop farming, from profile setup to proxy assignment.

Smartproxy X-Browser Review 2026: Honest Pros, Cons and Pricing

Smartproxy X-Browser reviewed: free anti-detect browser with Chromium fingerprinting, proxy integration, and honest operator-level pros and cons for 2026.

Sphere Browser Review 2026: Honest Pros, Cons and Pricing

Hands-on review of Sphere Browser for multi-account operators. Real pricing, fingerprint coverage, proxy support, team features, and who should skip it.

TLS and TCP fingerprinting: what JA3 and JA4 actually see

JA3 and JA4 fingerprint your TLS handshake before a single byte of real traffic is sent. here's what that means for operators running multiple accounts.

TopBrowser Review 2026: Honest Pros, Cons and Pricing

TopBrowser review 2026: honest look at fingerprint coverage, pricing tiers, proxy setup and automation for multi-account operators.

Undetectable Review 2026: Honest Pros, Cons and Pricing

Honest 2026 review of Undetectable anti-detect browser: real pricing, fingerprint coverage, automation API, team features, and who should skip it.

Vmlogin Review 2026: Honest Pros, Cons and Pricing

Hands-on Vmlogin review: fingerprint coverage, pricing, automation API, team features, and who should actually buy it in 2026.

WebGL fingerprinting: the GPU signal that exposes multi-account stacks

WebGL fingerprinting reads your GPU to create a near-unique browser ID. here's what it is, how platforms use it, and what multi-account operators need to know.

WebRTC leaks: how anti-detect browsers fail and how to verify yours

Learn how WebRTC leaks expose your real IP even behind a proxy, why anti-detect browsers often fail, and how to test and fix the issue yourself.

X-Shield Review 2026: Honest Pros, Cons and Pricing

X-Shield anti-detect browser reviewed for 2026: fingerprint coverage, real pricing, proxy support, team features, and honest pros and cons.

Yandex AntiDetect Review 2026: Honest Pros, Cons and Pricing

Honest 2026 review of Yandex AntiDetect browser: fingerprint spoofing, pricing tiers, proxy support, team features, and who it's actually built for.