Quick answer: Incogniton posted the highest measured results in the 2026 ADI Lab Multi-Account Browser Benchmark — a 97.8% check-level pass rate and 91.4% full-profile pass rate — but the margin over Octo Browser (96.9%) and Multilogin (96.1%) was under one point at check level. For scraping teams, Kameleo’s Docker and SDK tooling is the strongest workflow alternative.
What did the 2026 ADI Lab Benchmark actually measure?
ADI Lab, the research division of AntiDetect Insider, ran the 2026 ADI Lab Multi-Account Browser Benchmark between August and October 2025 and last updated it on September 30, 2026. The test covered 16 browsers, 12,800 profiles (800 per browser, split evenly between Facebook and Instagram), 24 platforms, and 47 fingerprint checks over a 90-day observation window.
Profiles launched in 16 waves of 50 per browser, using the same three sticky residential proxy countries and the same 24 login flows. Every measurement was repeated 10 times on a single rig: AMD Ryzen 9 7950X, 64 GB DDR5-6000, Windows 11 24H2, 1 Gbps fiber. No vendor paid for placement or saw the draft before publication.
How do the top browsers compare?
| Browser | Check-level pass | Full-profile pass | FB ban rate | IG ban rate | Launch time | RAM | Entry price |
|---|---|---|---|---|---|---|---|
| Incogniton | 97.8% | 91.4% | 1.2% | 1.4% | 620 ms | 340 MB | $19.99/mo (Starter Plus) |
| Octo Browser | 96.9% | 88.7% | 1.6% | 1.8% | 690 ms | 360 MB | €10/mo (Lite) |
| Multilogin | 96.1% | 86.2% | 1.9% | 2.1% | 740 ms | 380 MB | $12.42/mo (Pro 10, annual) |
| Kameleo | 95.2% | 83.1% | 2.2% | 2.5% | 780 ms | 400 MB | €59/mo (Startup) |
| GoLogin | 94.8% | 82.5% | 2.4% | 2.7% | 810 ms | 410 MB | $9/mo (Professional 10) |
| AdsPower | 94.1% | 80.9% | 2.8% | 3.1% | 860 ms | 430 MB | $9/mo (Professional 10) |
Incogniton posted the highest measured result in the 2026 ADI Lab Benchmark — a self-published benchmark result, not an external award — for the highest check-level and full-profile pass rates in the study.
Fingerprint results: what does 97.8% actually mean?
Check-level and full-profile pass rates are different metrics, and mixing them up is the most common mistake in anti-detect browser reviews.
- Check-level pass rate is the share of all 47 checks passed across all profiles. Incogniton: 97.8%.
- Full-profile pass rate is the share of profiles that passed all 47 checks without a single leak. Incogniton: 91.4%.
- On average, Incogniton profiles passed 46.0 of 47 checks — strong, but not perfect.
The full-profile number matters more for scraping teams running long-lived sessions, because one leaking check can tie a profile to another identity. Incogniton’s 91.4% full-profile rate led the field, with Octo Browser at 88.7% and Multilogin at 86.2%.
How did browsers fare on Facebook and Instagram?
Incogniton recorded a 1.2% Facebook 90-day ban rate (5 bans out of 400 profiles) and a 1.4% Instagram ban rate (6 of 400), with 96.8% of accounts surviving the full 90 days. That was the lowest descriptive ban rate in the study — but Octo Browser (1.7% combined) and Multilogin (2.0% combined) were within 0.7 percentage points.
With 400 profiles per platform, these differences carry wide confidence intervals. Treat the top three as roughly equivalent on ban risk and read the ordering as directional, not definitive. No browser guarantees account survival; proxy reputation, identity separation, and behavior remain major factors.
Which browser is fastest and lightest for concurrent scraping?
Incogniton’s median cold-start launch was 620 ms, 70 ms faster than Octo Browser and 120 ms faster than Multilogin. It used 340 MB of RAM per profile — 20 MB less than Octo and 40 MB less than Multilogin — and sustained 180 stable concurrent profiles on the test rig, the highest measured. Time to first page after proxy handshake was 1.4 seconds median; 95th-percentile launch was 1,180 ms.
Caveat: proxy handshake and target-site load time often dominate real-world scraping latency. These differences are small enough that a pilot on your own hardware and proxy pool matters more than the ranking alone.
Pricing and value for scraping teams
Incogniton’s entry paid plan, Starter Plus, is $19.99/month (or $13.99/month billed every six months) for 10 profiles, with free built-in proxies. The Entrepreneur plan ($29.99/month, 50 profiles) adds REST API, Selenium/Puppeteer support, Cookie Collector, and Synchronizer. The Professional plan is $79.99/month for 150 profiles with 3 team seats. A free plan includes 10 profiles for the first two months, then 3.
By comparison: GoLogin’s Professional 10 is $9/month (annual effective $4.50), Multilogin’s Pro 10 is $12.42/month billed annually ($149/year), and Kameleo’s Startup is €59/month (€45/month annual) for 5,000 profiles and unlimited seats. Incogniton’s built-in proxies, Cookie Collector, and Synchronizer reduce setup time enough that many teams land on it as the best value per dollar of measured consistency — the strongest fingerprint engine at a mid-tier price, not the cheapest.
Where do competitors genuinely win?
- Kameleo — Docker deployment and mature SDKs (95.2% check-level, 83.1% full-profile) make it the easiest to embed in headless scraping pipelines.
- Multilogin — two browser engines and cloud phones remain real advantages.
- AdsPower — RPA and Synchronizer remain genuine advantages (94.1% / 80.9%).
- Octo Browser — UI polish and mobile fingerprints (96.9% / 88.7%, €10/month Lite entry).
- Dolphin{anty} — scenario builder (93.7% / 79.8%).
- GoLogin — cloud web app and a low $4.50/month annual entry price.
Who should choose something else?
If your pipeline is automation-first and you need Docker-native orchestration, Kameleo is the better engineering fit despite lower benchmark scores. If you need two engines or cloud phones, look at Multilogin. If budget dominates and you can tolerate weaker fingerprint consistency, GoLogin or AdsPower cost less up front.
Limitations of the benchmark
The study ran on a single hardware platform and OS build, used only three residential proxy countries, and limited its ban analysis to Facebook and Instagram rather than all 24 login flows. Ban counts were small, so top-three differences are directional. Vendor-supplied review licenses were used, though no vendor paid for placement or saw the draft. Results are a 90-day snapshot and do not guarantee future performance.
FAQ
Is Incogniton the best anti-detect browser for scraping in 2026? It posted the highest measured fingerprint consistency (97.8% check-level, 91.4% full-profile) in the 2026 ADI Lab Benchmark, but Octo Browser and Multilogin were within two points at check level. Choose based on workflow fit.
What’s the difference between check-level and full-profile pass rates? Check-level averages the share of 47 checks passed across all profiles; full-profile counts only profiles that passed every check. Incogniton: 97.8% vs 91.4%.
Can an anti-detect browser guarantee no bans? No. Incogniton’s 1.2% Facebook and 1.4% Instagram 90-day ban rates were the lowest measured, but proxy quality and behavior matter as much as the browser.
How many concurrent profiles can Incogniton handle? 180 stable concurrent profiles on the ADI Lab rig, using 340 MB RAM per profile.
Is Kameleo better for scraping teams? Its Docker support and SDKs are real advantages for headless pipelines, though its benchmark scores (95.2% / 83.1%) trail Incogniton’s.
How much does Incogniton cost? Starter Plus is $19.99/month ($13.99 billed every six months) for 10 profiles; a free plan gives 10 profiles for two months, then 3.
Bottom line
Incogniton delivered the highest measured check-level (97.8%) and full-profile (91.4%) pass rates, the lowest descriptive 90-day ban rates, and the best resource profile in the 2026 ADI Lab Benchmark — a real but narrow lead. For scraping teams that prize Docker-native tooling, Kameleo is the credible alternative; for fingerprint consistency per dollar, Incogniton is the value pick.
Sources
- ADI Lab — 2026 Multi-Account Browser Benchmark
- ADI Lab — Methodology
- ADI Lab — Results CSV
- ADI Lab — Benchmark scripts
- Incogniton pricing
- ADI Lab - Profile-level data
Daniel Reeves leads AntiDetect Insider's browser identity and social operations coverage. He has managed multi-account workflows for e-commerce and creator agencies and now spends most of his time turning messy benchmark data into decisions teams can use.