The best browser automation and web agent software

Agents that drive a real browser to complete tasks on websites, logging in, navigating, filling forms and extracting data, where no API is available.

Last reviewed 19 SEPT 2026How we test this category How we make money Markdown version

What has to be true to appear here

Drives a real browser engine, not an HTTP scraper
Handles authenticated sessions with credential storage the customer controls
Provides a replayable trace of every action taken
States a policy on site terms of service and rate limiting

Inclusion is not for sale, and neither is order. Nine of the products we cover have no affiliate programme at all.

What every product here was put through

1.Run a 12-step authenticated task across three unfamiliar sites and measure completion rate over 50 attempts
2.Change a target site's layout and measure how many runs recover without a human editing the script
3.Measure cost and wall-clock time per completed task, including retries
4.Check what the product does when it encounters a bot check. We require it to stop and report, not attempt a bypass

Ranked by Crash Test score

The shortlist

Tested products come first, ordered by score. Untested products appear below them regardless of their community rating, because we have not looked at them. Nothing on this page can read a vendor’s subscription tier.

Product	Crash Test	Verified reviews	From (5 seats)	Best for

Feature matrix

What each one actually does

Confirmed in testing. Where the honest answer is a sentence rather than a tick, we write the sentence. A safety-relevant feature that is off by default may not be recorded as a plain yes.

Capability
Replayable action trace
Customer-held credential vault
Recovers from layout changes
Stops at bot checks
Parallel sessions
Offers residential proxies

Real questions

What buyers actually ask

Sourced from launch threads, review text and search data, not invented to fill a schema block. Each answer is two to four sentences and says a number where we have one.

Is browser automation allowed?

It depends entirely on the target site's terms and on your jurisdiction, and the answer is different for your own accounts than for third-party sites. Every product here can be used in ways that breach a site's terms. We test only against sites we control or that permit automation, and we score products down if they attempt to defeat bot detection rather than stopping and reporting.

Why this page has no winner badge

“Best overall” is a question about your situation, not about the software. The table gives you a tested score, a real price at your team size, and a one-line statement of who each product is wrong for. The last of those is usually the one that decides it.

Found something out of date?

Pricing moves constantly in this category and we miss things. Send a correction with a dated link and it goes in the public log, with your handle on it if you want it there.

Corrections log and policy