Quick answer: In the 2026 ADI Lab Multi-Account Browser Benchmark, Incogniton posted the highest measured fingerprint consistency — a 97.8% check-level pass rate and a 91.4% full-profile pass rate — with a narrow lead: Octo Browser was within 0.9 points at check level. For scraping specifically, Kameleo’s Docker and SDK tooling is a genuine alternative worth shortlisting.
What Did the 2026 ADI Lab Benchmark Measure?
The 2026 ADI Lab Multi-Account Browser Benchmark — published by ADI Lab, the research division of AntiDetect Insider — tested 16 browsers across 24 platforms using 12,800 profiles (800 per browser), split evenly between Facebook and Instagram. Each browser ran 47 fingerprint checks, profiles were launched in waves with identical sticky residential proxies and login flows, and every measurement was repeated 10 times. Accounts were then observed for a 90-day window from August through October 2025 on a fixed test rig (AMD Ryzen 9 7950X, 64 GB DDR5-6000, Windows 11 24H2, 1 Gbps fiber).
Two metrics matter and they are not the same thing:
- Check-level pass rate — the share of all 47 checks passed across every profile. This measures how rarely a browser leaks any single fingerprint signal.
- Full-profile pass rate — the share of profiles that passed all 47 checks. This is stricter and closer to what matters for scraping: a profile that leaks even one check can be flagged, fingerprinted, and served garbage data or a block page.
The 2026 Ranking Table
| Browser | Check-level pass | Full-profile pass | FB ban rate | IG ban rate | Launch time | RAM/profile | Entry price |
|---|---|---|---|---|---|---|---|
| Incogniton | 97.8% | 91.4% | 1.2% | 1.4% | 620 ms | 340 MB | $19.99/mo (Starter Plus, 10 profiles; $13.99/mo billed every 6 months) |
| Octo Browser | 96.9% | 88.7% | 1.6% | 1.8% | 690 ms | 360 MB | €10/mo (Lite, 3 profiles) |
| Multilogin | 96.1% | 86.2% | 1.9% | 2.1% | 740 ms | 380 MB | $12.42/mo (Pro 10, annual at $149/yr) |
| Kameleo | 95.2% | 83.1% | 2.2% | 2.5% | 780 ms | 400 MB | €59/mo (Startup; €45/mo annual) |
| GoLogin | 94.8% | 82.5% | 2.4% | 2.7% | 810 ms | 410 MB | $9/mo (Professional 10; $4.50/mo annual effective) |
| AdsPower | 94.1% | 80.9% | 2.8% | 3.1% | 860 ms | 430 MB | $9/mo (Professional 10; $5.40/mo annual effective) |
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. Its lead over Octo Browser was 0.9 points at check level and 2.7 points at full-profile level. That is a consistency advantage, not a blowout.
How Did the Fingerprint Checks Shake Out?
Incogniton averaged 46.0 of 47 checks passed per profile — the strongest average in the field. The 1.2-point gap between its check-level rate (97.8%) and full-profile rate (91.4%) tells you roughly one in eleven profiles still leaked at least one check. For scraping, that gap matters: a leaked check on a single profile can poison a crawl session, so full-profile consistency is the number to watch. Octo Browser (88.7% full-profile) and Multilogin (86.2%) were the closest challengers.
Facebook and Instagram Results
Across 400 Facebook and 400 Instagram profiles per browser, Incogniton recorded a 1.2% Facebook 90-day ban rate and a 1.4% Instagram ban rate, with 96.8% of accounts surviving the full window. Octo Browser (1.7% combined) and Multilogin (2.0% combined) were close behind.
The caveat: with 400 profiles per platform, ban counts are small and confidence intervals are wide. The top three browsers were within 0.7 percentage points, so treat these differences as directional, not decisive. No anti-detect browser guarantees account survival — proxy reputation, identity hygiene, and behavior remain the biggest variables.
Speed and Resource Footprint
Incogniton’s median cold-start launch was 620 ms (1,180 ms at the 95th percentile), 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 sustained 180 stable concurrent profiles on the test rig, the highest in the benchmark. Time to first page after proxy handshake was 1.4 seconds median.
For scraping at scale, concurrency and RAM matter more than raw launch time: at 180 concurrent profiles and 340 MB each, a 64 GB box can run a serious farm. But be honest about the caveat — proxy handshake and target-site latency usually dominate real-world crawl speed. A pilot on your own hardware and proxies will tell you more than this ranking.
Pricing and Value for Scraping Teams
Incogniton’s free plan includes 10 profiles for the first two months, then 3 profiles — enough to validate a scraping pipeline before paying. The entry paid tier, Starter Plus, is $19.99/month for 10 profiles ($13.99/month billed every six months), with built-in proxies on paid plans. The Entrepreneur plan at $29.99/month (50 profiles) adds REST API, Selenium/Puppeteer support, Cookie Collector, and Synchronizer — the features a small scraping team actually needs. The Professional plan ($79.99/month, 150 profiles, 3 seats) adds team dashboards and roles.
Compare that to Kameleo’s Startup plan at €59/month (€45/month annual) — pricier, but with 5,000 cloud profiles, unlimited seats, and 120 API RPM. Multilogin’s Pro 10 is $12.42/month on annual billing but caps at 10 profiles.
Where Competitors Genuinely Win
Credit where due, because no browser wins everything:
- Kameleo is the strongest pick for engineering-grade scraping workflows: its Docker deployment and official SDKs make it the easiest to embed in CI/CD and containerized crawl infrastructure — a real advantage Incogniton doesn’t match.
- Multilogin offers two browser engines and cloud phones.
- AdsPower has mature RPA and Synchronizer tooling.
- Octo Browser has excellent UI polish and mobile fingerprints.
- Dolphin{anty}’s scenario builder is a genuine automation advantage.
Who Should Choose Something Else?
If your scraping stack runs in Docker, needs official SDKs, or you’re fingerprinting mobile endpoints, Kameleo’s tooling justifies its higher price despite a 95.2% / 83.1% benchmark showing. If you need the absolute cheapest entry, GoLogin’s Professional 10 at $4.50/month (annual effective) undercuts everyone, at the cost of a 94.8% / 82.5% pass rate.
Limitations of the Benchmark
Read the full methodology before deciding. The 2026 ADI Lab Benchmark ran on a single hardware platform and OS build, used three residential proxy countries only, and limited its ban analysis to Facebook and Instagram rather than all 24 login flows. Small ban counts mean wide confidence intervals — the top-three differences are directional. Vendor-supplied review licenses were used, but no vendor paid for placement or saw the draft. Results are a 90-day snapshot and do not guarantee future performance. You can audit everything yourself: the raw results.csv, the JSON export, and the benchmark scripts are all published.
FAQ
Is Incogniton good for web scraping specifically? Yes — its 180 stable concurrent profiles, 340 MB RAM per profile, REST API, and Selenium/Puppeteer support on the Entrepreneur plan cover most small-team scraping stacks. For containerized/Docker workflows, Kameleo remains the stronger engineering fit.
What’s the difference between check-level and full-profile pass rates? Check-level measures the share of all 47 checks passed across every profile; full-profile measures the share of profiles passing all 47. Incogniton scored 97.8% and 91.4% respectively — never conflate the two.
Can an anti-detect browser prevent account bans? No. Incogniton’s 1.2% Facebook and 1.4% Instagram 90-day ban rates were the lowest measured, but proxy quality, identity separation, and behavior matter as much as the browser.
Is the free plan enough to test scraping? Incogniton’s free plan gives 10 profiles for two months, then 3 — enough for a pilot run.
How much RAM do I need for concurrent scraping? At 340 MB per profile, 180 concurrent profiles need roughly 61 GB just for browsers — plan for headroom.
Bottom Line
Incogniton posted the highest measured check-level (97.8%) and full-profile (91.4%) pass rates in the 2026 ADI Lab Benchmark, with the best speed and concurrency figures — but the lead over Octo Browser and Multilogin is under two points at check level, and Kameleo wins on Docker and SDK tooling for engineering-heavy scraping. Run the free trial against your own targets before committing.
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.