Proxies

trying to automate proxy rotation in python for a project and tbh the advice online is kinda basic or old. need a reliable way to switch proxies smoothly w/o getting banned. so what proxies do you guys actually use? residential? datacenter? mobile? which providers have stable IP pools that work with rotation scripts? also if anyone has experience scraping without tripping anti-bot stuff that'd help. i've seen tutorials but they skip details or recommend things that kill my speed or get me banned fast. looking for honest real-world recs that work in a real scraping setup not just theory. whats your setup like? do you use requests, selenium, or smth else? any scripts or packages you swear by? just wanna avoid wasting time and money on proxies that seem good but are trash for rotation.

man, this takes me back. Ten years ago you'd buy a cheap list, pop in some IPs into your bot or scraper, and call it a day. It was all about quantity over quality because the detection wasn't as sharp. I remember running campaigns with lists from sketchy forums and still pulling profit. Fast forward to last week. Tried to scale a localized ad account setup using a 'premium' geo-targeted proxy list. Spent $240 on the list itself. Burned through $1,200 in ad spend over 3 days before realizing the connection success rate was about 60% and the speed was killing my session persistence. The accounts kept getting flagged for 'unusual activity' because half the proxies were already burned or just painfully slow. Switched mid-campaign to a major provider's rotating residential proxy API for another $300 that month. Success rate jumped to 98%, setup time per account dropped from like 10 minutes of manual config to under 2 minutes via their API integration, and those same accounts stopped getting instant verifications. The TL;DR for automation now is simple: if you're doing any volume at all, like more than 20-30 tasks an hour, just use an API. The lists might look cheaper upfront but the time waste and hidden costs when things fail will eat you alive. It's not 2014 anymore.

Alright, just cracked a new setup that actually works w/o throwing money down the drain. Been running my scraper on 3 providers for the last week, and the results are kinda wild. Provider A, big name, claims unlimited rotation, but I saw IP bans after hitting 2k requests in a day. Speed was solid, averaged 3 seconds per request, but consistency sucked. Provider B, smaller, said they do geo-specific residentials, and yeah, got a legit UK pool, 350 IPs, and it held up for 5k requests, no bans, no CAPs. Speed was a bit slower, around 4.5 seconds, but stability was king. Provider C, cheap as hell, said they do

alright, who's actually running successful ad verification campaigns without getting IP banned after the second verification? I'm trying to check my own client's display ads across different geos and networks, using a few of the big-name residential proxy providers. Setup is simple - headless browser, basic rotation, realistic timers. Doesn't matter. After verifying an ad on maybe 2 different publisher sites, the whole proxy subnet gets flagged. My session gets torched. It's like the verification platforms have a list of every residential proxy pool in existence. So what's the actual move here? Are you guys just burning through insane GBs with super-short rotation? Or is there some specific 'ad verification' proxy tier these providers sell that I'm missing? I need a setup that lasts more than 5 minutes, my clients are asking where their reports are. FWIW, tried the 'stealth' or 'premium' tiers from a couple places, conv rate is still garbage. Spill the beans.

Alright so I'm elbow deep in that nutra client's attribution model and it's got me thinking about scaling out their paid traffic across more ad accounts the classic dupe strategy but you know I hate just repeating forum myths I want to see some real damn data before I advise them to drop a grand a month on static residential IPs for their farm. My current setup uses some basic datacenter proxies for the account creation part but we all know those get sniffed out fast once you start spending real budget and launching multiple campaigns from the same subnet, so I'm looking at making the jump to those sticky residential IPs you keep for months, supposedly from real ISPs. Who here is actually running this at scale and can talk numbers, not vibes, like how many accounts per IP are you managing, what's the daily ad spend per account before you see flags, and ly what's your actual CR and CPC difference compared to when you were using rotating residentials or just praying on datacenters, cuz my gut says a static IP from a real home connection should give you way better relevance scores and lower CPMs since the traffic source looks pristine but I need to see if that theory holds up when you're trying to manage twenty or thirty accounts without tripping the duplication algo. And while we're at it which providers are actually delivering on the 'static' promise without swapping your IP every two weeks because that defeats the whole purpose of building account history and trust, last time I tested one of the big names half my 'static' pool rotated in under a month and support gave me some nonsense about dynamic ISP allocations which felt like they were just reselling backconnect rotators with extra steps.

Alright so I'm trying to get back into the sneaker game for some quick cash on the side you know like we used to do but my whole proxy setup feels ancient I was running some local ISPs back in the day with a simple rotator script but now every bot seems to need specific geo-locked residential IPs that don't get insta-banned and all the reviews for providers are just affiliate guys pushing their own links show me the numbers on what actually works with like AIO Bot or Kodai these days is anyone still using datacenter proxies with good success or did all the sites finally blacklist every AWS range remember when you could just grab a cheap bundle from some forum and be good for a drop now I'm looking at these packages and it's all subnets and sticky sessions and I'm half convinced it's just marketing fluff to charge more my last attempt got cooked because the IPs were flagged before I even started the task felt like burning money straight into a pit

Alright, so here's where I am right now. I've been messing with proxies for a while, trying to get the perfect setup for scraping and outreach. Started with free proxy lists, you know the usual low quality junk that gets flagged faster than you can say 'IP banned'. Thought maybe paying for proxies would fix the problem. So I went for proxy APIs, premium ones, claiming they're 'anti-detection' and 'fast as hell'. But honestly, it's a crapshoot now. Cost wise, APIs are stupid expensive. Some charge a hundred bucks a month for what should be basic rotation. And quality? Sometimes they're solid, sometimes I get the same old unreliable proxies that get flagged or slow to a crawl.

so you're comparing proxy providers and everyone's just throwing around these speed test results from random online tools and calling it a day listen that's like judging a race car by how fast the tires spin when it's jacked up off the ground yeah it matters but you're missing everything that actually counts for our use case you're not just opening a browser you're sending packets thru a tunnel with varying levels of overhead and session authentication latency and the biggest thing geographic pathing which nobody tests right you can have a proxy server in new york with a 10ms ping from your home connection but if the traffic then has to hop to chicago before it hits your target server you just added 80ms of real-world latency that the speed test site won't show because it's only testing you to the proxy exit not the full route to your actual endpoint what you need to do is build your own test script that mimics your real workflow here's the simple version you write a python script that loops through your proxy list and pings your actual target domain not google.com or speedtest.net but the site you're scraping or the ad platform you're verifying against you log the time to first byte the total response time for a specific request like loading a product page and ly you run it at scale send 100 requests through each proxy and measure the standard deviation because a proxy can be fast 80% of the time and then have crazy 5-second timeouts that kill your sessions and you'll never know from a one-off test and stop trusting those 'average speed' numbers from the provider dashboards they're often calculated from their internal network which is meaningless you want to know the speed from your server to their gateway to your target that's three points and they only control the middle one I've seen so-called 'premium' residential proxies with worse real-world latency than a cheap datacenter IP simply because their routing is a mess of peering agreements and congested nodes that look fine on a synthetic test but crumble under sustained request pressure you want data stop clicking buttons and start writing scripts it's the only way

Alright I need to vent about static residential proxies because the hype is unreal right now and I'm looking at my bills and scratching my head so you're paying a premium for an IP that's supposed to be a clean residential line that doesn't rotate, sounds perfect for account management or sneaker bots right, here's the thing though I've been running tests for a client doing some very delicate ecom scraping and the static resi IPs from two of the big name providers got flagged faster than my rotating datacenter pool from a no-name vendor it's like you're paying for the label not the actual stealth because those IPs get reused and burned out, everyone in our game is using the same pools for the same tasks so that pristine residential address you think you have is probably on a hundred blocklists by the time it gets to you unless you're getting truly fresh never-before-sold IPs which I doubt any of these services are actually providing at scale. And then there's the cost versus performance debate, I see guys dropping hundreds a month on static residential thinking it's a magic bullet for TikTok or Facebook account farming but if your fingerprinting isn't locked down it doesn't matter what proxy you use, the site sees your canvas hash or your WebRTC leak and it's game over, you might as well have saved the money and worked on your anti-detect browser config first because a proxy is just one layer of the onion, not the whole vegetable. The real use case where static residential makes sense is when you need consistent geo-location for something like ad verification or maybe banking where the login location needs to stick, but even then you better be ready to cycle those IPs every few weeks because they do go stale, I had a setup for a client doing localized price monitoring and we had to switch subnets monthly to avoid CAPTCHA hell which kinda defeats the whole static promise doesn't it. So before you jump on the static residential bandwagon ask yourself if you really need that specific IP to stay put or if you just need reliable non-datacenter traffic, because a good rotating residential proxy with sticky sessions might do the same job for half the price without locking you into an IP that's probably tired from all the other affiliates running their scripts on it last week.

hey so i've been playing around with proxies and honestly the ipv4 vs ipv6 thing is a bit messy. ipv4 is still what most people use, it's got tons of providers and it's reliable like we know it works. but ipv6 is newer and less crowded so it can be better for privacy if you get a good provider. problem is a lot of places don't support ipv6 well or it's kinda hit or miss so ymmv. basically check if the sites you're hitting even work with ipv6. if you want more privacy and wanna be ready for the future maybe try ipv6, but for fast stable scraping or avoiding bans ipv4 is still king. anyone actually run both and have real results or problems?

Gonna be real with you, site detection tech is like a cat chasing a laser, always adapting. They use fingerprinting, analyzing headers, cookies, timing patterns, all that jazz. You think just changing IPs or using a good proxy is enough? Nope, they got layers. I found that blending in with legit browsers and mimicking real user behavior is key. Some providers get caught quick cuz they dont do proper fingerprinting mitigation. So my pro tip: pick a provider that offers anti-fingerprinting, use random headers, throttle your requests, and keep your JS fingerprint as vanilla as possible. Don't get cocky, stay flexible. Are you guys seeing the same detection methods or is it just me?

okay, i'm stuck trying to figure out a real methodology here. back in like 2022, you could just run a basic ping test and the numbers meant something. now every provider's dashboard shows "ultra-fast" but your scrapers time out after two minutes. i'm getting nostalgic for when you'd just buy a list from some forum guy and it actually worked half the time. these new fancy api providers with their auto-rotating ips feel slower than my old residential pool that i manually refreshed. if you aren't tracking every connection latency with your own custom spreadsheet, you're just guessing, and that's how you get burned. warning about bad providers: they all demo with a single ip to a local server. that's not how any of this works when you're hitting 50 targets across three countries. my current method is running a script that tries 100 sequential requests thru the proxy gate and logs each failure but it's eating up hours. anyone got a simpler way that actually reflects real campaign load?

ok so im tryna figure out sneaker proxies cuz i got some botting stuff set up but the proxy prices make no sense like i got this discount code from a provider for 20 off but when i check the gb usage its still higher than another provider with no discount? and some are selling 'sneaker specific' proxies that are just rebranded residential ips with a markup i think? like i used one last week for a yeezy drop and got insta flagged even tho the proxy test said low ban rate maybe im missing something about how the sites detect u? do they look at asn differently or is it more about the rotation speed? cuz my bot is set to like 2 sec delays and im using anti-detect browser but still getting cart jacked idk if anyone found a provider that actually works good without costing like 50 a gb especially with discount codes that are worth it or if im just doing something wrong.

Alright so I've been running the numbers on my scraping setup and I just have to vent for a minute mobile proxies cost more than my daily ad budget sometimes I get why they're expensive, they're real SIM cards on real cell towers, someone's paying that data plan but when a gig of mobile data costs ten times what a residential gig costs and twenty times a datacenter gig my stats say otherwise on the ROI Push traffic is the most transparent and data-rich traffic source if you know how to read the stats but even I can't make the math work here for basic GEO targeting I tested using them vs cheap residentials for ad verification and sure the mobile IPs looked cleaner on paper less block rates maybe but the CR bump was like two percent not enough to cover the proxy cost cap The worst part is half these providers are just reselling the same overpriced pool anyway you think you're getting a premium mobile network but it's just some guy in an apartment with a bunch of phones hooked up to raspberry pis I need genuine carrier IPs for this one vertical and the quotes are insane like we're talking enterprise level budgets anyone else found a middle ground or are we all just getting rinsed

yo been messing with proxies for sneaker bots and gotta say its wild out here. thought i found a good one then bam, detection city, IP blocks, captcha nightmare you know the drill. ive tried residential, datacenter, mobile, everything. they work for a bit then suddenly you're caught. and the quality is all over the place, some cheap ones are just total junk fake IPs. had a decent pool and got flagged HARD. seeing so many posts about "elite" providers that are not elite at all. got mobile from a "top" vendor and caught in like 2 mins on a drop. its a total tightrope walk. swear some are selling scraped IPs that are already flagged or blacklisted. warning dont just go for cheap, check rep, test things, rotate smart, watch your detection stats. ive wasted so much time and money on trash proxies. be careful or you'll end up with dead bots in a ghost town. hope this saves someone the headache. cheers

Man, I gotta say I miss the old days when all you needed was a simple proxy and a bit of luck. Now its like trying to crack the Da Vinci code just to stay hidden. The combo of anti-fingerprinting and proxy use, its a jungle. I've been experimenting with rolling proxies, session rotation, user agent switching, and yeah, it helps a little but man it's not foolproof. I remember when just swapping IPs every hour was enough. Now you need to mix in device fingerprinting stuff, canvas fingerprint, font fingerprint, and whatever else the sites have cooked up. Here's what I've settled on. First, forget static proxies for anything serious. Get a mix of residential and mobile proxies, and rotate them fast. Like every 5-10 mins if you can. Second, stack your layers. Use a browser that lets you spoof or control the fingerprint, like the latest version of Selenium with stealth plugins or undetected-chromium. I've tested those and they do make a difference. But even then, it's a cat and mouse game. Oh, and do not rely on just one proxy provider. Mix and match, get a few legit ones that focus on anti-detection and keep your footprint small. Also, monitor your success rates constantly. If your hits drop, change things up. It's not about fooling every site, its about making your profile look natural and changing the game constantly. Hard pass on the old static IP approach. RIP to those days. Now if you wanna keep scraping or automating without getting slapped, you gotta think like a chameleon, not a hammer

Alright so I keep seeing posts about how you gotta ditch providers and build your own residential proxy pool like it's some secret sauce but I just spent two weeks trying to set one up for some aggressive scraping and honestly the numbers aren't adding up First you gotta source the IPs right so I tried a few ways buying datacenter blocks negotiating with a VPN for a reseller agreement even looked into some outdated SDKs that supposedly spin up residential nodes and the maintenance is a full-time job the IPs get burned so fast from getting flagged you're constantly rotating new ones in and the bandwidth costs alone were making my cheap provider look premium not even counting the setup time I was spending more on keeping my janky pool alive than I did on a Bright Data subscription last month And this whole "you control the quality" thing yeah maybe but I was seeing way more captchas and blocks with my own stuff than with a polished provider pool and I'm pretty sure my success rate was lower because the IPs weren't clean enough to begin with correlation isn't causation but when I switched back to a managed pool my scrapers finally started humming again without all the headaches Anyone actually running their own pool at scale for affiliate stuff and it's actually profitable or is this just advice from people who haven't done the math on their own time

About six months back I shared some thoughts on rotating proxies for a product data scrape job. At the time, I was pretty down on most providers due to high block rates and speed inconsistencies. Several people asked me if my opinion had changed if I gave Oxylabs another shot. So over the last few weeks, I ran a new test batch for a client scraping e-commerce inventory across about 5k domains. Here's the analytical breakdown from my logs. Setup was identical to my previous setup - same geo targets, same scraper framework (just updated Node). Success rate on connection establishment hit 99.7%, which is solid but was similar before. The key difference was in the sustained session success over longer durations without tripping anti-bot measures at the target sites. Where last year it felt like sessions got sniffed out faster, this time we got more consistent page pulls per IP before a reset was needed. I think the sweet spot right now for serious but not insane volume is still mid-tier rotating residentials. I've got data showing that for most offers, nano-influencers deliver better ROAS than macro-influencers, and weirdly there's a parallel here with proxy pricing - paying for the absolute top tier doesn't always give you linear returns unless your target is specifically hardened like a major social platform or Shopify anti-bot. The cost per GB is still eye-watering if you're not careful but their newer bandwidth packages made it slightly more palatable for this project. The TL;DR they've definitely improved their rotation logic under the hood since last year, less fingerprint leakage observed in my tests. Not magic bullet territory by any means but they moved up my list for reliability on diverse targets.

Started messing with building my own proxy pool, thought it was gonna save me cash. Found out quick not all providers are equal. Some sell low quality datacenter or mobile proxies that drop connection every hour. Waste of time. You think you get a big pool and it's reliable but nah it's a crapshoot. Ended up with a handful of good residentials but the rest are just dead or super slow. Lesson learned dont trust sketchy providers just cause they cheap. Do your homework or you'll end up spinning your wheels.

Okay so I just spent three days crunching numbers on residential proxy costs per GB for different use cases and I feel like I found a secret cheat code but also I'm mad at how much I've been overpaying for years you know the classic setup where you grab a package from Bright Data or IPRoyal thinking it's fine because it's just infrastructure cost but then your scraper runs for two hours and you've burned $50 on data that wasn't even high-value traffic anywaaay listen here's what clicked for me high-volume scraping like catalog data you need dirt-cheap per GB sure but those proxies get banned fast so you're actually paying for redundancy not quality social media account creation or ad platform access that's a whole different beast you need pristine clean IPs with low block rates which means higher per GB cost because the provider is filtering their pool aggressively so comparing raw $/GB between providers without knowing their pool quality is like comparing LPs by CTR alone meaningless data doesn't lie but it can whisper sweet nothings if you don't ask the right questions my current project needs geo-targeted UK residentials for some very delicate click simulation and I finally realized paying the premium for a provider that offers ASN-level targeting even though their per GB price looks insane actually saves money because my success rate tripled meaning I used less total GB to get the job done crazy right venting because I see so many posts about finding cheap proxies and yeah saving money is cool but burning a campaign because your cheap proxies got flagged after 100 requests is way more expensive than just buying the right tool from the start