Meta description: The top scraping browsers in 2026 compared: Bright Data, Browserbase, Oxylabs, Browserless, Thordata, Steel and more, by pricing, sessions and unblocking.
A scraping browser is a real Chromium instance that runs in a vendor’s cloud and takes commands from your existing Puppeteer, Playwright or Selenium code. You swap a local browser launch for a remote endpoint, and the vendor handles the expensive parts: fingerprints, CAPTCHAs, proxies, scaling and crashed sessions. It is the tool teams reach for when a page only renders after JavaScript runs, when a flow needs clicks and logins, or when an AI agent needs to use the web the way a person does.
The category has split in two. Proxy and web data companies such as Bright Data, Oxylabs, Thordata and ZenRows built browsers around their unblocking stacks. A newer group of agent infrastructure startups, including Browserbase, Steel, Hyperbrowser, Anchor Browser and Kernel, built browsers around developer tooling, persistent profiles and AI agent frameworks. Pricing follows that split: the first group mostly bills per gigabyte of traffic, the second mostly per browser hour.
This guide to the top scraping browsers in 2026 compares the providers we would shortlist for scraping teams and AI builders. We checked each vendor’s own site and documentation for pricing, framework support and session limits in November 2026. If you are still choosing an automation framework, our comparison of Puppeteer vs Playwright is a good place to start.
Scraping Browsers At A Glance
Company
Headquarters
Best For
Standout Trait or Pricing Model
Bright Data
Netanya, Israel
Hard targets that need deep unblocking
Pay as you go per GB; free tier of 5,000 credits a month
Browserbase
San Francisco, USA
AI agent builders
Developer plan $20 a month for 100 browser hours
Oxylabs
Vilnius, Lithuania
Enterprise scraping with AI agent support
From $8 per GB, falling to $4 per GB at volume
Browserless
USA
Teams that may want to self-host
Free plan of 1,000 units; Docker self-hosting
Thordata
Hong Kong
Budget per-GB browser scraping
From $5 per GB, down to $2.50 per GB at 500 GB
Hyperbrowser
San Francisco, USA
Long-running agent sessions
Sessions up to 12 hours; browser time $0.10 an hour
Steel
USA
Open-source flexibility
Open-source core; $0 Launch plan plus usage
ZenRows
Bilbao, Spain
Existing ZenRows API users
Credit plans from $19 a month; free tier
Kernel
San Francisco, USA
Bursty agent workloads
Billed only while active; idle time free
Anchor Browser
Tel Aviv, Israel
Logged-in, authenticated agent workflows
Free plan up to 5 concurrent browsers; Starter $50 a month
Best Scraping Browsers In 2026
1. Bright Data — The Deepest Unblocking Stack Behind A Remote Browser
Bright Data’s Browser API, previously sold as Scraping Browser, is the product most teams test first when a target keeps blocking them. You point Puppeteer, Playwright or Selenium at a remote endpoint and keep the rest of your script. Behind it, Bright Data handles browser fingerprinting, retries and IP rotation across its proxy network, with geo-targeting down to country, city or ASN.
CAPTCHA solving covers reCAPTCHA, hCaptcha and Cloudflare challenges and can be switched on or off through Chrome DevTools Protocol commands, which helps when you want to see a challenge rather than have it solved silently. Paid plans allow unlimited concurrent sessions, and the browser connects to Bright Data’s MCP server for AI agent use. The trade-off is cost: billing is per gigabyte, which can add up on image-heavy pages.
Drop-in endpoint for Puppeteer, Playwright and Selenium
Built-in CAPTCHA solving with CDP controls
Free tier of 5,000 credits a month with no card required
Best for: scraping teams that face the hardest anti-bot systems and want the most mature unblocking layer.
2. Browserbase — Browser Infrastructure Built Around AI Agents
Browserbase is headless browser infrastructure designed for AI agents first and scrapers second. It works with Playwright, Puppeteer and Selenium, and it publishes Stagehand, an open-source SDK that lets an agent act on a page with natural language steps alongside normal code. Integrations with LangChain, CrewAI and Mastra make it easy to drop into an agent stack.
Pricing is per browser hour. A free plan includes one browser hour with 15-minute sessions, and the Developer plan costs $20 a month for 100 hours, with extra hours at $0.12 and 1 GB of proxy traffic included. Stealth mode and automatic CAPTCHA solving start on the Developer plan, and concurrency rises from 25 browsers on Developer to 100 on Startup and 250 or more on Scale.
Stagehand open-source SDK for agent actions
Integrations with LangChain, CrewAI and Mastra
Hourly pricing that suits heavy pages and long sessions
Best for: developers building AI agents that browse, click and fill forms.
3. Oxylabs — An Enterprise Proxy Network’s Browser, Repositioned For Agents
Oxylabs sells its hosted browser as Agent Browser, the product formerly known as Unblocking Browser. It is a Chromium cloud browser that works with Playwright, Puppeteer and other CDP tools, with stealth and dynamic CAPTCHA handling built in. It draws on the Oxylabs residential network of more than 175 million IPs, with country, state and city targeting.
Pricing starts at $8 per GB and falls to $4 per GB at the highest volume tier. Subscriptions start at $30 a month, and one subscription covers every Oxylabs product, which is useful if you also buy its scraper APIs. MCP support lets you connect the browser to Claude Desktop or Cursor. Oxylabs, founded in 2015 in Vilnius, publishes a sourcing policy for its residential IPs, which matters more to buyers now than it did a year ago.
One subscription covers all Oxylabs products
MCP support for AI coding and agent tools
Volume pricing down to $4 per GB
Best for: enterprises that want a browser, proxies and scraper APIs from one established vendor.
4. Browserless — The Veteran With A Real Self-Hosting Path
Browserless has run hosted Chrome since 2017, longer than most of this list. It supports Puppeteer, Playwright and Selenium, a REST API for common jobs such as screenshots and PDFs, its own BrowserQL query language, and MCP. Stealth fingerprints, residential proxies and CAPTCHA solving are available on the cloud service.
Its biggest differentiator is portability. The same API ships as a Docker image, so teams with data residency rules can run Browserless on their own servers and move between cloud and self-hosted without rewriting code. Pricing is in units of up to 30 seconds of browser time. The free plan includes 1,000 units a month with two concurrent browsers, and paid plans start at $25 a month billed annually. The company reports SOC 2 Type II compliance.
Docker self-hosting with the same API as the cloud
BrowserQL and REST endpoints alongside standard frameworks
SOC 2 Type II
Best for: engineering teams that need the option to run browsers inside their own infrastructure.
Thordata sells a fully managed scraping browser that runs existing Puppeteer, Playwright and Selenium scripts. It includes automated CAPTCHA solving, fingerprint and user agent management, and IP targeting by country, state or city. A live debugging view through Chrome DevTools lets you watch a session as it runs, which shortens the time it takes to fix a broken flow.
Price is the main draw. Pay as you go starts at $5 per GB at the 1 GB tier and falls to $2.50 per GB at 500 GB, the lowest published per-GB rate in this group. A free trial is offered. Thordata does not publish concurrency limits for standard plans, and enterprise plans offer custom high-concurrency setups. The browser sits alongside Thordata’s Web Unlocker, SERP API and Web Scraper API, so teams can test several tools on one account.
Per-GB pricing from $5 down to $2.50
Live debugging through Chrome DevTools
Same account as Thordata’s unlocker and scraper APIs
Best for: cost-sensitive teams running high page volumes through a remote browser.
6. Hyperbrowser — Twelve-Hour Sessions And Bundled Agent Runtimes
Hyperbrowser, a Y Combinator company based in San Francisco, offers cloud browsers, sandboxes and web data APIs aimed at AI agents. You connect over CDP from Playwright or Puppeteer. Session timeouts are configurable from one minute to 720 minutes, which makes it one of the few options that comfortably handles long agent tasks without reconnecting.
It also bundles agent runtimes, including Browser Use and its own HyperAgent, plus an MCP server. Stealth mode comes as standard, with an Ultra Stealth option on enterprise plans. A free plan includes 5,000 credits and one session. The Startup plan costs $30 a month for 25 concurrent sessions, automatic CAPTCHA solving and residential proxies, with browser time at $0.10 an hour and proxy data at $10 per GB.
Sessions configurable up to 12 hours
Browser Use and HyperAgent built in
Low hourly browser rate
Best for: agents that run long, multi-step tasks in a single session.
Steel publishes Steel Browser as open source, so you can self-host it, and sells Steel Cloud as the managed version. It works with Playwright, Puppeteer, Selenium and any CDP tool. Sessions start in under a second, and features such as persistent profiles, a live viewer with human takeover and session replays make it practical to debug agents and step in when a flow gets stuck.
The Launch plan costs nothing up front and charges for usage, with $30 in one-time credits to start. Browser time is $0.10 an hour, CAPTCHA solving is $3 per 1,000 solves and proxy traffic is $10 per GB. Session length runs from 15 minutes on Launch to an hour on Scale, which costs $250 a month, and up to 24 hours on Enterprise.
Open-source browser you can run yourself
Live viewer with human takeover and replays
Transparent per-item usage pricing
Best for: teams that want managed convenience now and the freedom to self-host later.
8. ZenRows — A Low-Cost Drop-In For Existing ZenRows Users
ZenRows, based in Bilbao, added a scraping browser to its scraping API business. Puppeteer and Playwright connect to a single WebSocket endpoint, and the browser draws on a pool of more than 55 million residential IPs that rotate automatically, with region and country targeting. Session lifetime is configurable between 60 and 900 seconds, with a default of 180.
Billing uses the same credits as the rest of ZenRows: five credits per session minute plus 25,000 credits per GB. A free tier includes 5,000 credits a month with no card required, and the Build plan costs $19 a month. Short session limits make it a better fit for page-by-page scraping than for long agent tasks, and teams that already use the ZenRows Universal Scraper API can add browser work without a new vendor.
Single WebSocket endpoint for Puppeteer and Playwright
Shared credits with the ZenRows scraping API
Free tier with no card required
Best for: small teams and current ZenRows customers who want a cheap way to render pages.
9. Kernel — Fast Starts And Billing Only While Active
Kernel, a 2025 Y Combinator company, runs sandboxed cloud Chromium for agents that you reach through CDP, WebDriver BiDi or Playwright. It offers stealth mode with CAPTCHA solving and proxies, persistent profiles, a live view and MP4 recordings of sessions. Its browser images are open source.
The pricing model is the distinctive part. Browsers drop into standby after five seconds of inactivity, and billing stops while they wait, so an agent that spends most of its time thinking rather than clicking costs far less than on an hourly plan. A free plan includes a $5 monthly credit and five concurrent browsers, and the Hobbyist plan costs $30 a month plus usage.
Idle standby with no billing
Session recordings and persistent profiles
Open-source browser images
Best for: agent workloads with long pauses between actions.
10. Anchor Browser — Built For Authenticated Agent Workflows
Anchor Browser, founded in Israel in late 2024 and backed by Blumberg Capital and Gradient Ventures, runs managed cloud browsers on its own stealth fork of Chromium. Its focus is the logged-in web: tools for keeping authenticated sessions alive, support for Cloudflare’s verified bot standard so agents can identify themselves to sites that allow them, and a built-in VPN.
Access is through an SDK and MCP. Automated CAPTCHA handling starts on the Starter plan at $50 a month, and concurrency scales from five browsers on the free plan to 200 on Growth and 500 or more on Enterprise. It suits teams automating workflows inside accounts they own, such as internal tools and supplier portals, more than bulk public scraping.
Persistent authenticated sessions
Support for Cloudflare verified agents
Free plan with up to five concurrent browsers
Best for: agents that work inside logged-in accounts rather than on public pages.
How To Choose A Scraping Browser
The right scraping browser depends on whether your hardest problem is getting past blocks or managing many long-running sessions. These questions narrow the field.
Is Unblocking Or Agent Tooling The Bigger Problem?
If targets block you, start with the vendors built on large proxy networks: Bright Data, Oxylabs, Thordata and ZenRows. If your bottleneck is orchestration, such as persistent profiles, live debugging, human takeover and agent SDKs, start with Browserbase, Steel, Hyperbrowser, Kernel or Anchor. Our guide to web scraping best practices covers how to reduce blocks before you pay to solve them.
Does Per-GB Or Per-Hour Billing Fit Your Pages?
Per-GB pricing rewards short visits to light pages. Per-hour pricing rewards heavy pages and long sessions where traffic volume would be expensive. Run the same 100 pages through two shortlisted vendors and compare the real cost, including proxy and CAPTCHA add-ons, which several hourly vendors bill separately.
How Long Do Sessions Need To Last?
Session caps range from a few minutes to 24 hours depending on vendor and plan. A scraper that loads a page and leaves needs very little. An agent that logs in, works through a multi-step task and waits on users needs long sessions, persistent profiles and concurrency limits that match your peak load.
How Transparent Is The Vendor About Its Network And Compliance?
Ask where proxy IPs come from and how consent is obtained, ask for security certifications such as SOC 2, and check whether there is a self-hosted or open-source path if you need one. Collecting data is also a legal question in its own right, so read our overview of whether web scraping is legal before scaling up.
Conclusion
There is no single best scraping browser. Bright Data and Oxylabs lead on unblocking depth for enterprise teams, Thordata and ZenRows offer the cheapest ways in, and Browserless stands out for self-hosting. For AI agents, Browserbase has the strongest developer ecosystem, Hyperbrowser and Steel handle long sessions well, Kernel keeps idle time free and Anchor Browser specialises in logged-in work.
Shortlist two or three, run the same pages and flows through each, and compare success rate, speed and real cost at your expected volume. Use the data you collect in line with each site’s terms and the rights of the people and businesses behind it.
