r/AntiDetectGuides

I am currently managing over 10 SM accounts via a multi-login residential proxy. I have come to realise that residential proxies they provide natively should not be used for social media as the IP address likely changes. However, I have been consistent with the region from which I get the IP. Is this acceptable or should I use an ISP proxy that provides a static IP for 30 days and costs more? Alternatively, is it fine to stick to rotating IPs within a specific city?

I might not know much about this world but Im really frustrated how internet is these days. I recently purchased profiles from adspower to test how it works. I am almost 2~3weeks studying everyday to understand how to mask profiles correctly for every single settings you can set in the profile. But what I can say is that this program is pure garbage. It is completely useless. The masked values are only on paper. These days companies have many different ways to send or request signals to identify your real fingerprint. Ah you might be thinking that Im using a shitty proxy. But I’m not. Im using one of the biggest 3 carriers in japan, the KDDI(au) and my ISP is also from KDDI corporation not that ISP’s who are known for selling cheap data only SIM’s. I cant even create an account in instagram without they asking my phone number.

I’m still trying to understand this, so correct me if I’m missing something.

When I first started reading about browser fingerprints, I thought the goal was to make every profile look as different as possible.

Different screen size, different fonts, different hardware values, different canvas result, different everything.

But the more I read, the more confusing it gets.

Some people say a unique fingerprint is good because it separates profiles. Other people say being too unique can make the profile stand out even more.

So now I’m wondering if the better goal is not “unique,” but “normal.”

Like, instead of building a profile that looks rare, maybe it makes more sense to build one that looks like a common device with settings that match each other.

For example:

• IP location matches timezone
• browser language makes sense
• screen size is not weird
• browser version is current
• hardware values look believable
• behavior does not repeat across accounts

Is that the right way to think about it?

Or does fingerprint uniqueness still matter more than I’m assuming?

Hello,

I am running an e-commerce automation setup using MoreLogin Cloud Mobile instances, but the platform's anti-fraud system (specifically Shein) is successfully detecting the cloud-based/virtualized environment.

The profile hardware spoofing looks good on paper (Adreno 750 / high-end Samsung profiles, 0% headless signature on CreepJS), but it seems there is a leak in the underlying network or virtualized OS variables (WebRTC internal IP leaks, User-Agent vs userAgentData mismatches, network type being flagged as 'none', or Bulgarian speech synthesis locales from the cloud server).

I am looking for a senior developer or cybersecurity researcher who thoroughly understands Advanced Fingerprint Spoofing, Android Virtualization, and Carrier/Network Spoofing.

This is a paid consultation (hourly or fixed rate per solution). Please DM me with your experience regarding anti-detect frameworks or bypassing advanced bot detection (Akamai/PerimeterX/Cloudflare).

Thanks!

Been seeing many discussions around cloud phone farms and physical phone farms, especially with multi-account setups becoming more common across social platforms and marketing workflows in 2026. Both approaches are widely used now, but the “better” option really comes down to what matters more: cost, scalability and long-term stability etc.

Here is a brief breakdown for both methods:

Comparison: cloud phone farm vs. physical phone farm

Factor	Cloud Phone Farm	Physical Phone Farm
Initial cost	Low (no hardware needed)	High (many physical devices needed+maintenance cost)
Scaling	Easy (add instances instantly)	Harder (purchase+ maintain devices)
Maintenance	Provider handles most of it	You handle everything (charging, repairs, updates)
Stability	Depends on provider + network setup	More stable if set up well locally
Detection risk	May be higher if IP/device patterns are reused	Lower if devices + SIMs are properly diversified
Speed of setup	Minutes	Days/weeks
Control	Limited system-level control	Full hardware control
Long-term cost	Can add up according to subscriptions	High upfront and maintenance fee in long term.

>Short takeaway:

Cloud setups tend to work better when:

• Testing ideas quickly
• Scaling campaigns fast
• Avoiding hardware management overhead

Physical phone farms still make more sense when:

• Long-term account stability matters
• Running higher-value or more sensitive accounts

Would be interested to hear your honest thoughts on the 2 ways and how you handle this in 2026, especially with platforms tightening device fingerprinting and account linking detection.

Been trying to research different anti-detect/browser profile tools lately, and honestly the search results are a mess.

Every blog post says basically the same thing:

“Best tool for 2026”
“Passes fingerprint tests”
“Great for agencies”
“Perfect for multi-account management”

Then you scroll down and it’s either an affiliate page, a copied comparison table, or some “review” that clearly never tested the product in a real workflow.

The annoying part is that passing a checker is not really enough anymore. Almost every serious tool claims it can pass basic fingerprint tests. That doesn’t tell you how stable profiles are after weeks of use, how often browser cores are updated, how clean the UI is, whether team sharing is painful, or whether the software starts eating your RAM when you run many profiles.

I don’t really trust review sites for this niche anymore. Reddit comments and actual user complaints are usually more useful than the ranking articles.

For people here who have tested multiple tools, what was the thing that actually made you switch?

Was it stability, price, browser core updates, team features, automation, support, or just fewer random account issues over time?

I’ve been testing a few browser profiles lately and noticed something weird.

Sometimes a profile looks totally fine on fingerprint checker sites. No obvious WebRTC leak, timezone looks right, canvas is not screaming anything crazy, and the proxy location matches what I expected.

But when I actually use the profile on real platforms, the result is still not always consistent.

So I’m starting to think these checker sites are useful, but only in a very limited way. They can tell you when something is obviously broken, but they can’t really tell you whether the whole setup looks natural over time.

Things like login behavior, account age, IP history, cookies, typing patterns, session timing, and repeated actions probably matter way more than a single clean test result.

Curious how other people treat this.

Do you run every profile through BrowserLeaks / Pixelscan / similar tools before using it, or do you just use them when troubleshooting something specific?

I just bought a few servers (5) for a pretty good deal.

They have:

Dual E5-2686v4

128gb DDR3 2133mhz

512gb SSD + 2x 4tb HDD (Total 8.5tb storage)

GTX 1080

750W PSU

for about 400$ each (total paid 2000$) and it also came with five free 800W UPS

I will likely use these for emulating android to grind materials in games, not for resale but just for personal enjoyment.

I was wondering if I should firstly:

Go with Linux or Windows

and secondly which emulator you guys recomend. Only requirement is it should have multi instancing (multiple emulator windows at the same time) and allow for me to cap the fps of the devices to lower the amount of resources it uses

(Sorry if im asking dumb questions its my first time in this sub and i dont really know a lot about this topic, i just saw this sub when browsing and found that you guys might be able to answer my question. Currently I was looking if MuMuplayer might be good enough but idk)

Maybe this is obvious to people who have been doing this for a while, but I’m starting to think the browser/proxy setup is only half of the problem.

I used to spend most of my time checking the technical side:

• proxy looks clean
• timezone matches
• WebRTC is not leaking
• language makes sense
• fingerprint checker does not show anything terrible

But the accounts that last longer are usually the ones where the behavior feels more natural.

Not just “warm up for 3 days” kind of natural.

I mean things like not logging in at weird fixed intervals, not doing the exact same actions across multiple profiles, not posting too aggressively right after setup, not using the same style of bio/content everywhere, and not jumping between unrelated tasks too fast.

It feels like a lot of people focus on making the environment look real, then use it in a way no real person would.

I’m not saying the technical setup doesn’t matter. It obviously does. But I’m starting to treat behavior as part of the fingerprint too.

Curious what others think. When something goes wrong, do you usually blame the proxy/browser first, or do you look at the account activity pattern too?

I still see beginners trying to save money by loading up their new antidetect profiles with dirt-cheap datacenter proxies. They get hit with a ban before they even finish the first captcha and don't understand why.

Here is the logic you are missing. Your antidetect browser's entire job is to make your machine look like an ordinary, everyday consumer laptop. But a datacenter IP from AWS, DigitalOcean, or Linode tells the platform's risk engine that your connection is originating from a commercial server rack.

Normal people do not browse social media or create e-commerce accounts from inside a cloud server. The mismatch between your consumer hardware fingerprint and your commercial network ASN is an instant trigger for anti-bot systems.

This is exactly why residential proxies are the baseline. A residential IP routes your traffic through a real homeowner's Wi-Fi network on an ISP like Comcast or Spectrum. When the platform scans your connection, your network trust score perfectly matches your spoofed consumer hardware.

Had a pretty annoying lesson this week.

I was setting up a small batch of accounts and spent most of my time checking the obvious stuff:

• proxy location
• timezone
• browser language
• WebRTC
• canvas/WebGL
• cookies
• basic fingerprint test results

Everything looked fine on paper.

The part I didn’t think much about was the files I uploaded.

I reused a few profile images and banner images that had been sitting on my laptop for months. They weren’t exactly the same files, but they came from the same original source and I only did some light edits.

A few accounts started getting limited around the same time, and after looking back at the setup, the image files were probably the only shared signal that made sense.

Not saying this was 100% the cause, but it made me realize how easy it is to obsess over browser fingerprints and proxies while forgetting the boring stuff.

The browser profile can be clean, the proxy can be fine, and the account can still get linked through uploaded assets, file metadata, reused creatives, or even the same editing pattern.

Now I’m treating images, videos, bios, usernames, and posting rhythm as part of the fingerprint too, not just the browser settings.

Anyone else ever had accounts linked by content or uploaded files instead of the actual browser/proxy setup?

I want to do a true expert setup with real browsers, real mice, etc.

I guess the most hard to detect would be capture video, move a real mouse with a robot hand [including true properties like human tremor] of real hardware machines [labtop, phones, etc.].

But is there anything simpler also, like making CDP very hard to detect [any libs for that]?

Can LinkedIn detect camoufox?

If you’ve used Multilogin recently, what problem are you solving with it?

1. Browser profile management?
2. Cloud phones/mobile account management?
3. Both mobile and browser?

Something else?

I am a bit of coonfused, is it an antidtect or cloud phone plarform? Interested in hearing real experiences.