Our work has two layers: the ADI Lab benchmark and our editorial review method. They are related, but they are not the same thing.
The ADI Lab benchmark
The 2026 ADI Lab Multi-Account Browser Benchmark is a 90-day study of 16 anti-detect browsers, 800 profiles per browser, 12,800 profiles in total, 24 platforms, and 47 fingerprint checks. The benchmark publishes:
- the methodology;
- the aggregate results;
- the profile-level data;
- the 47 check definitions;
- the reference harness.
The benchmark is self-published by ADI Lab, our research division. It is not an external certification. We publish the limitations, including the single hardware platform, three proxy countries, two-platform ban analysis, and small ban counts with wide confidence intervals.
The editorial review method
For reviews and buying guides, we combine:
- Published evidence. Vendor documentation, pricing pages, platform documentation, and the ADI Lab data.
- Hands-on checks. Profile creation, launch time, proxy binding, cookie handling, team permissions, and API behaviour on a controlled machine.
- Workflow fit. The questions a real operator asks: Does it fit the platform? Does it fit the team? Does it fit the budget?
- Trade-offs. We say where a competitor is stronger, and who should choose something else.
What we do not do
- We do not accept payment for placement or ranking.
- We do not let vendors approve copy.
- We do not present vendor marketing as independent evidence.
- We do not guarantee account survival. Proxies, identity data, behaviour, and platform policy matter as much as the browser.
Corrections
If a price, feature, or result is wrong, report it to editorial@antidetectdata.com. See our corrections policy and the research corrections log.