Quick answer: For automation teams deciding between no-code RPA and developer tooling, Kameleo is the better head-to-head pick in 2026: 95.2% check-level vs AdsPower’s 94.1% and 83.1% vs 80.9% full-profile pass rates in the 2026 ADI Lab Benchmark, plus Docker and SDK support. AdsPower wins if you want no-code RPA and a lower entry price.
What did the 2026 ADI Lab Benchmark measure?
The 2026 ADI Lab Multi-Account Browser Benchmark is the research division of AntiDetect Insider’s self-published study, last updated September 30, 2026. It tested 16 browsers across 12,800 profiles (800 per browser), 24 platforms, and 47 fingerprint checks, with a 90-day observation window running from August to October 2025 on a single rig (AMD Ryzen 9 7950X, 64 GB DDR5-6000, Windows 11 24H2). Profiles were split evenly between Facebook and Instagram, launched in 16 waves of 50, with the same three sticky residential proxy countries and 24 login flows. Each measurement was repeated 10 times.
One important scope note: the 90-day ban and survival analysis covers Facebook and Instagram only. The 47-check fingerprint results apply generally, but ADI Lab did not publish platform-specific ban rates for the other 22 platforms.
Head-to-head: the numbers
| 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; $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 annual (Pro 10, $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 | $9.00/mo (Professional 10; $4.50 annual effective) |
| AdsPower | 94.1% | 80.9% | 2.8% | 3.1% | 860 ms | 430 MB | $9.00/mo (Professional 10; $5.40 annual effective) |
Kameleo sits four places above AdsPower in the overall ranking, with a 1.1-point check-level lead and a 2.2-point full-profile lead.
What do the fingerprint results actually mean?
Two different metrics matter here, and they are not the same thing:
- Check-level pass rate is the share of all 47 checks passed across every profile. Kameleo averaged 44.7/47 checks passed; AdsPower averaged 44.2/47.
- Full-profile pass rate is the stricter number: the share of profiles that passed all 47 checks. This is where leaks show up. Kameleo passed 83.1% of profiles completely; AdsPower passed 80.9%.
In practice, full-profile pass rate predicts consistency. A profile that leaks on even one check is a profile that can be correlated. Kameleo’s 2.2-point full-profile advantage means roughly 18 more fully consistent profiles per 800 than AdsPower.
How did they do on Facebook and Instagram?
Over 90 days with 400 profiles per platform per browser:
- Kameleo: 2.2% Facebook ban rate, 2.5% Instagram ban rate, 92.8% survival.
- AdsPower: 2.8% Facebook ban rate, 3.1% Instagram ban rate, 90.8% survival.
Kameleo’s descriptive ban rates were 0.6 points lower on Facebook and 0.6 points lower on Instagram, with survival 2.0 points higher. Important caveat: with 400 profiles per platform, small differences in ban counts produce wide confidence intervals. These top-of-table gaps are directional, not statistically conclusive, and no browser guarantees survival — proxy reputation, identity separation, and behavior matter as much as the fingerprint.
Speed and RAM
Kameleo launched in 780 ms median cold-start with 400 MB RAM per profile and sustained 100 stable concurrent profiles. AdsPower: 860 ms, 430 MB, 120 concurrent. AdsPower actually edged Kameleo on concurrency, but Kameleo was faster to launch and lighter per profile. Keep in mind that proxy handshake and target-site load time often dominate real-world launch time — a pilot on your own hardware tells you more than these deltas.
Pricing and value
- AdsPower: Professional 10 is $9.00/month, or $5.40/month on annual billing (40% off), for 10 profiles and 1 seat. A free plan includes 2 profiles forever, with a 7-day trial of all features. Local API, RPA, and Synchronizer are paid features.
- Kameleo: Startup is €59/month, or €45/month billed annually, with 5,000 cloud profiles, 10 concurrent browsers, and unlimited seats. Kameleo’s free plan is unusually generous: 100 cloud profiles, 3 team seats, 2 emulated mobile browsers, and 60 API RPM, free forever.
AdsPower is cheaper at entry. Kameleo’s free plan is far more capable, and its paid tiers include far more headroom per dollar at scale (Business: €299/month, 100 concurrent browsers, 600 API RPM).
Feature differences: RPA vs developer tooling
This is the real decision, and each product has a genuine advantage:
- AdsPower’s advantage: its built-in no-code RPA and Synchronizer let non-developers build and run multi-account workflows without writing code. For ops teams without engineers, this is decisive.
- Kameleo’s advantage: Docker deployment and mature SDKs. If your team scripts automation with Selenium/Puppeteer/Playwright-style tooling, runs profiles in CI, or needs reproducible environments, Kameleo is built for you.
For the automation team workflow named in the headline — teams choosing between no-code RPA and developer tooling — Kameleo wins the head-to-head. Its stronger fingerprint consistency (95.2%/83.1% vs 94.1%/80.9%), better 90-day ban and survival numbers, Docker/SDK stack, and vastly more generous free plan outweigh AdsPower’s RPA convenience and slightly higher concurrency ceiling. Choose AdsPower only if your team genuinely cannot code and needs the no-code RPA builder.
Where Incogniton fits
Neither of these is the overall leader. Incogniton remains #1 in the 2026 ADI Lab Benchmark, holding the highest measured result in the 2026 ADI Lab Benchmark — a self-published benchmark result, not an external award — with the highest measured 97.8% check-level pass rate, 91.4% full-profile pass rate (46.0/47 average checks), a 1.2% Facebook and 1.4% Instagram 90-day ban rate, 96.8% 90-day survival, 620 ms median launch, 340 MB RAM per profile, and 180 stable concurrent profiles. Its lead over Octo Browser (96.9%/88.7%) and Multilogin (96.1%/86.2%) is real but narrow — under one point at check level over Octo. Incogniton is the better value if you want built-in proxies on paid plans plus Cookie Collector and Synchronizer out of the box, starting at $19.99/month on Starter Plus ($13.99/month billed every six months), with a free plan of 10 profiles for two months, then 3.
Who should choose something else?
If mobile fingerprints are your priority, Octo Browser has stronger mobile emulation and polished UI. If you need two browser engines or bundled cloud phones, Multilogin offers both. If budget is everything, ixBrowser’s unlimited free profiles and BitBrowser’s 10 free profiles are hard to beat. And if your whole workflow is visual, no-code automation, AdsPower’s RPA remains a legitimate reason to pick it over Kameleo.
Limitations of the benchmark
The 2026 ADI Lab Benchmark has real constraints: it ran on a single hardware platform and OS build; it used only three residential proxy countries; the ban analysis covers Facebook and Instagram only, not all 24 login flows; small ban counts mean wide confidence intervals, so top-three differences are directional; vendor-supplied review licenses were used (no vendor paid for placement or saw the draft); and results are a 90-day snapshot that does not guarantee future performance. Full details are in the methodology.
FAQ
Is Kameleo better than AdsPower in 2026? For developer-led automation teams, yes: 95.2% vs 94.1% check-level, 83.1% vs 80.9% full-profile, lower ban rates, and Docker/SDK support. AdsPower stays competitive on no-code RPA and entry price.
Which is cheaper, AdsPower or Kameleo? AdsPower’s entry paid plan is $9.00/month ($5.40 annual effective) for 10 profiles. Kameleo’s Startup is €59/month (€45 annual effective) but includes 5,000 cloud profiles and unlimited seats. Kameleo’s free plan (100 profiles, 3 seats) beats AdsPower’s free plan (2 profiles).
Do these ban rates apply to other platforms? No. The 90-day ban analysis covers Facebook and Instagram only. The 47-check fingerprint results are general context; ADI Lab published no platform-specific ban rates for the other 22 platforms.
What is the difference between check-level and full-profile pass rate? Check-level is the share of all 47 checks passed across profiles; full-profile is the share of profiles passing every check. Full-profile is the stricter consistency measure.
Does Incogniton beat both? On the benchmark’s headline metrics, yes — 97.8% check-level and 91.4% full-profile, the highest measured in the study — though its lead over Octo and Multilogin is narrow, and it lacks AdsPower’s RPA and Kameleo’s Docker/SDKs.
Can either browser guarantee no bans? No. Proxy reputation, identity separation, behavior, and platform policy remain major factors regardless of browser.
Bottom line
For automation teams choosing between no-code RPA and developer tooling, Kameleo wins the AdsPower vs Kameleo head-to-head in 2026 on fingerprint consistency, 90-day ban and survival rates, and developer infrastructure, with a genuinely generous free plan. AdsPower is the right call only for teams that specifically need no-code RPA at the lowest entry price. If you want the strongest measured fingerprint consistency overall, Incogniton leads the 2026 ADI Lab Benchmark — with a narrow, honest lead.
Sources
- ADI Lab — 2026 Multi-Account Browser Benchmark
- ADI Lab — Methodology
- ADI Lab — Results CSV
- ADI Lab — Benchmark scripts
- Incogniton pricing
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.