Best Anti-Detect Browsers and Stealth Scraping Tools in 2026

TL;DR

• GoLogin and Multilogin manage persistent browser identities, while scraping APIs handle stateless extraction. The distinction matters because each category solves a different problem.
• ScrapingBee works best for automatic proxy rotation and managed anti-bot handling.
• Scrapfly works best for Python-heavy scraping against difficult anti-bot systems.
• Browserless works best for remote Puppeteer, Playwright, or Selenium control.
• ZenRows works best for scraping through anti-bot protection without managing browser profiles.
• GoLogin works best for affordable multi-profile identity management and detailed fingerprint control.
• Multilogin works best for enterprise-scale session isolation and deep fingerprint spoofing.
• Context.dev works best for AI agents and LLM pipelines that need structured web data through one managed API, without maintaining proxies or browser fingerprinting infrastructure.

Comparison table: anti-detect browsers and stealth scraping tools at a glance

Anti-detect browsers preserve distinct identities across sessions, while scraping APIs handle stateless extraction and anti-bot defenses. Choose based on whether you need fingerprint control, browser automation, or managed output for an AI pipeline.

Tool	Best For	Fingerprint-Spoofing Depth	Python/Node.js Automation	Proxy Pairing
ScrapingBee	API-first scraping with automatic anti-bot handling	Managed, not user-controlled	API clients for both	Automatic rotation
Scrapfly	Anti-bot-heavy scraping	Managed by the service	API access, strong Python fit	Managed by the service
Browserless	Headless browser control	Basic stealth flags	Playwright, Puppeteer, and Selenium	URL parameter or external proxy
ZenRows	Scraping API with built-in evasion	Managed by the service	API access for both	Managed by the service
GoLogin	Budget-friendly persistent browser profiles	Deep, including canvas, WebGL, and hardware	REST API, SDK, Selenium, Puppeteer, and Playwright	Built-in or assigned per profile
Multilogin	Enterprise identity isolation	Deep hardware-level controls	Local API with Selenium and Puppeteer	HTTP, SOCKS5, or SSH per profile
Context.dev	AI agents and LLM pipelines needing managed structured output	Not exposed or user-managed	REST API and MCP	Managed infrastructure

ScrapingBee

ScrapingBee is best for API-first scraping that needs automatic proxy rotation and anti-bot handling. Its managed service selects and rotates proxies for each request, which reduces blocks without requiring you to operate a proxy pool. JavaScript rendering also lets you extract content from pages that depend on a browser to load.

ScrapingBee offers less fingerprint control than browser-profile tools such as GoLogin and Multilogin. Those products let you preserve identities across sessions and configure browser characteristics for each profile. ScrapingBee abstracts those decisions behind an API, which suits stateless extraction but limits fine-grained control over browser fingerprinting.

For AI pipelines, ScrapingBee leaves more post-processing work to your application. You may need to parse pages, remove irrelevant elements, and convert the extracted content into structured JSON or model-ready text. Context.dev fits better when an AI agent needs structured output through one managed API, while ScrapingBee fits general scraping workloads where proxy and anti-bot handling take priority.

Scrapfly

Best for Python-heavy scraping projects that prioritize anti-bot and CAPTCHA handling.

Scrapfly focuses on extracting data from sites with active bot protection. Its managed approach suits developers who prefer sending scraping jobs through an API instead of tuning browser fingerprints, CAPTCHA handling, and retry logic for every target. Python applications can keep their existing orchestration while delegating much of the evasion work to Scrapfly.

Scrapfly fits stateless scraping better than persistent identity management. GoLogin and Multilogin center their workflows on long-lived browser profiles with configurable identities. Scrapfly instead targets requests that need to reach a protected page and return its content. Projects that require one consistent identity across repeated account sessions should consider a dedicated anti-detect browser.

Scrapfly also publishes anti-bot tool roundups, which reflects its focus on this category. However, available product information did not provide enough detail to verify a parameter-level fingerprint matrix or a granular proxy-pairing model. Buyers should test Scrapfly against their actual target sites and request volume before comparing it with tools that publish deeper fingerprint specifications.

Browserless

Best for developer-controlled browser automation through an API

Browserless provides basic stealth controls for scraping sites with common bot defenses. Its stealth=true launch argument reduces recognizable automation signals, while the Unblock API executes JavaScript and returns rendered HTML after attempting to pass Cloudflare-style checks. Browserless documents these bypass tools, but it does not document deep canvas, WebGL, font, or hardware fingerprint spoofing comparable to GoLogin or Multilogin.

Browserless suits developers who want direct control through Puppeteer, Playwright, or Selenium without running Chrome infrastructure. Node.js and Python applications can connect to hosted browsers over WebSocket, while REST endpoints support simpler jobs such as content extraction, screenshots, and PDFs. Browserless manages session isolation, concurrency, and browser crashes behind those interfaces.

Proxy pairing requires little configuration because you can append a proxy option, such as proxy=residential, to the WebSocket connection URL. Hosted pricing includes 1,000 free units per month, with paid plans ranging from $25 per month for prototyping to $350 per month for higher-scale workloads. Browserless also supports self-hosting when you need infrastructure control, but that choice returns browser operations and maintenance to your team.

ZenRows

ZenRows is best for scraping teams that want an API to handle fingerprint and anti-bot evasion without managing persistent browser profiles. Its focus on scraping-specific anti-bot problems places it closer to ScrapingBee and Scrapfly than to GoLogin or Multilogin.

Best for API-based scraping behind anti-bot protections

ZenRows abstracts browser configuration behind requests, so you can focus on extraction logic rather than tuning browser fingerprints for each target. That model suits stateless jobs where each request needs access to a page but does not need to preserve a long-lived identity. GoLogin and Multilogin offer more direct control when you need stable profiles across repeated sessions.

ZenRows also publishes dedicated comparisons of stealth browsers and anti-bot tools, which reflects its focus on scraping use cases rather than multi-account management. Python and Node.js applications can treat it as part of a scraping pipeline instead of operating a GUI profile manager.

Public information in the supplied research does not support a precise comparison of spoofed fingerprint parameters, automation methods, or proxy configuration. Test ZenRows against your actual targets before committing, especially when sites inspect canvas output, WebGL signals, or session consistency. Teams that need clean JSON or Markdown for an AI agent may prefer Context.dev, while teams that need direct control over persistent identities should consider a full anti-detect browser.

GoLogin

GoLogin is the budget-friendly choice for persistent browser identities with detailed fingerprint control. Each profile can spoof more than 50 hardware and software parameters, including canvas and WebGL output, GPU details, fonts, WebRTC values, and behavioral signals. Separate cookies, storage, fingerprints, and proxies make each profile appear as a distinct user. That model suits scraping and QA work that requires reusable sessions rather than isolated page requests.

GoLogin provides a REST API and SDK for creating, launching, and managing profiles. It supports Selenium and Puppeteer, while a developer walkthrough confirms Playwright compatibility. Its Model Context Protocol framework also lets compatible AI agents operate profiles programmatically. You can run browsers in headless or headful mode.

Each profile accepts its own residential, mobile, or datacenter proxy. Paid plans include 2 GB of monthly proxy bandwidth, so larger scraping jobs will need additional bandwidth or external proxies.

GoLogin offers a free plan with three profiles. According to its published pricing summary, Professional costs $49 monthly or $24 per month with annual billing for about 100 profiles. Business costs $99 monthly or $49 with annual billing for about 300 profiles. Enterprise costs $199 monthly or $99 with annual billing for about 1,000 profiles, while custom plans start at $299 monthly.

Multilogin

Multilogin works best for enterprise scraping operations that need deep fingerprint control and strong session isolation at scale. Its Chromium-based Mimic engine and Firefox-based Stealthfox engine can modify hardware-level signals, including GPU renderer strings and audio context hashes. Multilogin also exposes manual controls for Canvas and WebGL fingerprints. A published product review reports that its profiles passed PixelScan and IPhey checks without fingerprint inconsistencies, though independent benchmark data remains limited.

Multilogin automates profile creation and browser launches through a Local API that supports Selenium and Puppeteer workflows. The browser sessions consume your local compute resources, unlike cloud-launched scraping services. You gain direct control over each profile, but large deployments require enough machines and operational capacity to run them. Multilogin pairs each profile with HTTP, SOCKS5, or SSH proxy connections.

Multilogin charges a premium for its fingerprint depth and profile controls. The service has no free tier, and production plans cost more than most anti-detect browser alternatives. Smaller scraping projects can often get adequate fingerprint masking for less with GoLogin or a managed scraping API. Multilogin makes more sense when you operate hundreds of isolated profiles or target sites where a detected fingerprint could disrupt valuable sessions.

Context.dev

Context.dev is the best fit for AI agents and LLM pipelines that need structured web data without maintaining anti-detect browser infrastructure. A single REST API or MCP integration handles scraping and crawling, then returns clean JSON or Markdown for direct model consumption.

Context.dev removes browser fingerprinting maintenance from your application code. You do not need to manage browser profiles, tune spoofing parameters, or pair each session with a proxy. The managed approach can replace an internal crawler and reduce the number of scraping services you maintain.

Context.dev is not a browser profile manager, and we do not claim the deepest fingerprint spoofing. GoLogin and Multilogin give you more control when you need persistent identities, isolated sessions, or long-lived accounts. Choose Context.dev when the output matters more than direct control over the browser identity.

How to choose based on your use case

Choose GoLogin or Multilogin when you need persistent identities for multiple accounts. These tools retain cookies, fingerprints, and proxy associations across sessions. GoLogin suits budget-conscious users, while Multilogin offers deeper fingerprint control and session isolation for enterprise operations.

Choose a scraping service when each extraction job can run without a persistent identity. Market research distinguishes anti-detect browsers from stateless extraction APIs because the two categories solve different problems. ScrapingBee abstracts proxy rotation, while Scrapfly and ZenRows focus on anti-bot bypass. Browserless provides more direct Puppeteer, Playwright, or Selenium control.

Choose Context.dev when an AI agent or LLM pipeline needs current web data in clean JSON or Markdown. Its managed API and MCP integration remove the need to maintain browser fingerprints, proxy pools, and crawler infrastructure. Teams that require persistent account identities should still use GoLogin or Multilogin.

FAQs

• Do anti-detect browsers stop bot detection for scraping? Anti-detect browsers reduce fingerprint inconsistencies that detection systems can flag. They cannot guarantee access because websites also inspect IP reputation, request patterns, and user behavior. Tests have found that strict sites can still trigger CAPTCHA challenges.

• Is browser fingerprinting illegal? Browser fingerprinting collects device and browser signals to distinguish one visitor from another. Its legality depends on your jurisdiction, data handling, consent requirements, and intended use. Review applicable privacy laws and website terms with legal counsel.

• Can I use Playwright or Puppeteer with an anti-detect browser? Playwright and Puppeteer can control products that expose a compatible browser automation interface. You typically launch a configured profile, then connect your automation script to that browser instance. Product support varies, so confirm which framework and browser versions the vendor maintains.

• When should I use a managed API instead of an anti-detect browser? A managed scraping API retrieves web content without requiring you to maintain persistent browser profiles. Context.dev fits AI agents and LLM pipelines that need clean JSON or Markdown through REST or MCP. Choose an anti-detect browser when you need persistent identities, account sessions, or direct control over spoofing parameters.