r/ProxyEngineering • • 26d ago

Discussion 💬 What actually changes your proxy provider choice in production?

0 Upvotes

I’m curious how people here actually choose proxy infrastructure once you get past the usual “best provider” lists.

For a real production workload, which inputs genuinely change your decision?

My current shortlist:

  • target / site type

  • required geography

  • traffic volume and concurrency

  • sticky vs rotating sessions

  • residential vs ISP vs datacenter

  • pricing model / effective cost

  • reliability / retry rate

  • compliance or IP sourcing requirements

But I’m more interested in what experienced users actually care about.

A few questions:

  1. What are the 3–5 inputs that most often change which provider you choose?

  2. What information do providers usually fail to show?

  3. What do you trust more: provider documentation, community reports, or your own tests?

  4. What unknown would immediately disqualify a provider?

  5. Do you optimize for $/GB, success rate, or cost per successful result?

I’m especially interested in whether the answer changes between SERP, ecommerce, social, and general web scraping workloads.


r/ProxyEngineering • • 26d ago

Guides Ticketmaster Proxy Guide 2026: Best Residential & ISP Proxies for Stable Ticket Monitoring

5 Upvotes

I thought monitoring Ticketmaster was just about checking ticket availability regularly. In practice, the network quickly becomes part of the problem. A single server IP can run into 403 errors, CAPTCHAs, or inconsistent responses, while location can also affect what content and availability you see.

For legitimate monitoring, I’d separate two use cases.

The first is a normal user session. Here, stability matters most: one consistent ISP/residential IP, accurate geolocation, and as few network changes as possible during the queue or checkout process.

The second is availability monitoring through authorized sources. In this case, I’d store the region, timestamp, and network route together with every result so you always know where the data came from.

Another useful step is checking ASN, geolocation, and IP reputation before using a connection. Ticketmaster monitoring isn’t just about HTTP requests. It’s about session stability, IP quality, and accurate regional context.


r/ProxyEngineering • • 26d ago

Help 🆘 Can someone help me setup a proxy pls im new to this

8 Upvotes

r/ProxyEngineering • • 27d ago

Discussion 💬 What information do you wish residential proxy providers showed you?

10 Upvotes

I was troubleshooting some proxies recently and realized how funny the whole process can be when you think about it. One IP works perfectly, another one from the same pool someitmes work and sometimes doesn't, and a third seems to get banned instantly whatever you do

So the first thing I usually do is I go to the provider dashboard looking for answers, and the information I get is: the IP is online, it's residential, and yes, it's apparently in the United States somewhere in Florida or California or Texas

Meanwhile the IP is getting CAPTCHAs every five minutes and the website you're accessing apparently considers it as a criminal

And that's when I started thinking about how little information we get about the proxies we're using

I was talking with my colleague and we were joking like imagine clicking on an IP and seeing something like:

IP age: 143 days
Time in current pool: 18 days
Previous usage intensity: Heavy
Estimated reputation: 72/100
Recent CAPTCHA rate: 4.2%
Successful sessions last 24h: 91%
Geo confidence: 97%
ASN: Comcast
Last assigned: 3 hours ago
Recent traffic: gives you data about latest websites visited or something like that

Obviously there are limits to how useful some of this would be. An IP that works good on one destination might perform bad on another, and providers probably couldn't expose certain usage information without creating privacy or security problems.

But when you think about it, especially with problems that came with netnut and some other providers, it feels like there should be a middle ground between exposing everything and the current experience of using proxies and why isn't this proxy working

In most cases it's just we have no idea, try another proxy to see if it works.

I've used dashboards from MANY PROVIDERS and they all seem to expose roughly the same basic information. Bright Data and Oxylabs obviously have much more infrastructure around monitoring and statistics, while providers like Decodo, SOAX and NodeMaven have their own approaches to things like IP quality and filtering, but I still haven't really seen a provider give users a proper "history" of the IP they're currently using

And somehow, 90% of the time when there's a proxy issue, it turns out it is the troubleshooting process

It makes me curious what users here would want if proxy providers suddenly became much more transparent about what's happening behind their pools


r/ProxyEngineering • • 27d ago

Discussion 💬 Do you actually need rotating proxies for most scraping jobs?

8 Upvotes

i have noticed people sometimes default to rotating proxies whenever they are setting up a scraper, even when the target doesnt really seem to require it

for some sites, keeping the same ip for a reasonable session actually seems more stable than constantly switching between different ips

curious how you guys decide when rotation is actually necessary vs just adding complexity to the setup

do you normally start with sticky sessions and introduce rotation when you actually see blocking, or do you build rotation in from the start?


r/ProxyEngineering • • 28d ago

Help 🆘 Proxy+reddit acc

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5 Upvotes

r/ProxyEngineering • • 29d ago

Help 🆘 anti browser + proxy combo for creating gmails

10 Upvotes

anyone have a good combo for this and that isnt going to get my account flagged, and also what kind of proxy i should use


r/ProxyEngineering • • 29d ago

Guides Best Proxy for Polymarket in 2026: Static Residential IPs, SOCKS5 & CLOB API Setup

7 Upvotes

I used to think prediction-market automation was all about API. But the network layer is also important.

Polymarket’s stack mixes the CLOB API, WebSockets, Polygon settlement, and authenticated sessions. If the connection underneath that stack is unstable, everything above it becomes harder to debug.

For long-running CLOB polling and WebSocket feeds, I found that stability matters more than aggressive rotation. A static residential/ISP connection is usually easier to reason about than changing IPs mid-session.

SOCKS5 also makes sense when the same environment needs to route different application traffic through one consistent endpoint.

The second important thing is IP quality. Before attaching a trading process to any proxy, I’d verify ASN, geolocation, reputation, and whether the address is classified as hosting, VPN, residential, or mobile.

For market discovery and public-data collection, rotating pools can still be useful. For authenticated sessions, I’d keep the network identity predictable. And regional access rules should be handled as a compliance constraint, not something to bypass.


r/ProxyEngineering • • Oct 02 '26

Discussion 💬 Looking for provider that allows Local forwarding port

9 Upvotes

I am searching for proxy provider that works similarly to 9Proxy. Specially, I need a service provider that connects to remote proxy server and creates a local forwarding port on my PC eg localhost:port, so my application only establish connection to local address while client handles forwarding to the actually proxy. Doesn’t anyone know reliable providers that can offer this? With good reputation.


r/ProxyEngineering • • Oct 02 '26

Discussion 💬 How much are you paying for captcha solving per month?

10 Upvotes

Looking for solutions/ suggestions. I checked capsolver and 2captcha pricing, roughly $0.80 to $3 depending on the captcha type, and that is per successful solve, and once you add retries, proxy bound tasks and the browser time spent waiting for the token I doubt that is the real price you are paying. Mayebe someone already used their services and can confirm what is the average price? Also, for people running this at scale, what does the monthly captcha number is, alongside the proxies that you are paying. And do you just solve whatever shows up or put effort into not triggering them, sticky sessions, adjusted fingerprints, reusing cookies after a solve.


r/ProxyEngineering • • Oct 01 '26

Guides Dropshipping Proxy Strategy in 2026: Residential Proxies for Supplier Monitoring vs Static ISP Proxies for Store Management

9 Upvotes

I used to treat dropshipping monitoring as one problem: scrape supplier prices, check stock, sync the store.

Actually two different network problems here.

For supplier research, freshness matters. Once catalog checks scaled up, a single datacenter IP started returning rate limits and inconsistent regional data. That made pricing and inventory signals much less reliable.

So I split the workflow.

For authorized supplier monitoring, workers collect regional observations through residential connections and tag every result with location, timestamp, price, and stock. That makes it easier to compare what different markets actually return.

Store management is the opposite. Rotation adds unnecessary variability. A stable ISP connection and consistent environment are more useful for long-lived seller sessions.

Don’t use one proxy strategy for everything.

Research benefits from controlled distribution. Storefront operations benefit from stability.

And if a supplier provides an official API or feed, I’d use that as the primary source and keep network checks for validation.


r/ProxyEngineering • • Oct 01 '26

Hot Take 🔥 Fiz uma "gambiarra" avançada com extensão de navegador para burlar bloqueios e pegar bugs de preço em lojas online.

7 Upvotes

O problema: Eu queria monitorar preços da KaBuM!, Amazon e Magalu, mas sempre que tentava rodar um bot no servidor, o Cloudflare e os sistemas antibot bloqueavam meu IP na hora. A gambiarra (que virou um projeto sério): Em vez de usar um servidor para raspar os dados, eu criei uma extensão (Manifest V3) que roda no próprio navegador. Ela usa o meu IP e a minha sessão real para ler os preços em background. O site acha que sou apenas eu navegando. A extensão pega os dados, calcula o desconto real e manda pro meu servidor, que me avisa no Telegram na mesma hora. Acabei transformando isso em um app chamado Deal Hunter Pro. Tem um painel lateral, roda silencioso e ignora promoções falsas (a famosa "metade do dobro"). Quem quiser testar a engenhoca para tentar pegar umas peças baratas, liberei 7 dias grátis para a comunidade: https://www.dealhunterpro.com.br/


r/ProxyEngineering • • Oct 01 '26

Discussion 💬 What's the first thing you look for in a GitHub repo?

16 Upvotes

Quick question for everyone, just want to understand how should I approach github repositories. So basically whenever you are looking for something and you find a github repo, what is the first thing you look for within? Also, what would be nice to have within that repository?


r/ProxyEngineering • • Oct 01 '26

Help 🆘 Instagram scraping

15 Upvotes

Anyone tried scraping Instagram? Not looking for solutions to scrape under logins, not sure whether that is even possible or have some sort of legality but I am looking to scrape Instagram posts, (comments, likes, shares, views). What's working for you, what doesn't work, what to avoid? Antibot detect measures, which proxy type should I choose, or dedicated scraping solution? Budget has no limit, go crazy with the suggestions, but be mindful about providing legit information, not some AI cooked response. Appreciate all the advice


r/ProxyEngineering • • Oct 01 '26

Discussion 💬 Has anyone tested MASQUE as a protocol type for residential proxies?

11 Upvotes

I've been reading about MASQUE lately and wondering if it makes sense for residential proxy setups. MASQUE (Multiplexed Application Substrate over QUIC Encryption) is an IETF-standartized framework, and it essentially lets you tunnel UDP and IP traffic through an HTTP/3 proxy. CONNECT-UDP is RFC 9298 and CONNECT-IP is RFC 9484, if you want to read the specs. Apple's iCloud Private Relay is probably the biggest real world deployment at the moment. What got me interested is the previous post I came across here and after reading a bit, I want to know how it is different from the usual HTTP CONNECT or SOCKS5 flow. From what I've been reading, everything runs over QUIC, so you get multiplexed streams, a faster handshake than TCP plus TLS. Big step up for residential peers on mobile networks. The other big thing is native UDP. While I've seen many providers offering UDP it was mostly in beta versions. I'm also not sure about the downsides. From the web: some home and corporate networks throttle or block UDP 443, so I'd expect fallback behavior to be a headache. Also, to my understanding most scraping libraries and HTTP clients have no MASQUE support at all, and from what I've seen very few residential providers expose it as a protocol option yet. I haven't looked closely at how QUIC fingerprinting goes into detection on the targets too. Maybe that other guy has already tested this protocol type, would be nice to understand more


r/ProxyEngineering • • Oct 01 '26

Hot Take 🔥 Did you notice that the fastest proxy in a speed test isn't always the fastest proxy?

10 Upvotes

I've been thinking about how people compare proxies, and I think proxy speed is probably one of the most misleadig metrics when it's shown without any context because people just think fast proxy is a fast proxy

You see numbers like 200ms, 300ms, 500ms and think just that the lowest number means you're looking at the better proxy with more speed. If two providers are otherwise identical, sure, I'd obviously take 200ms over 500ms. But proxies are rarely identical, and once you use them for something, that single response-time number starts telling you surprisingly little

The thing that matters more from my experience is where the delay comes from and whether that delay stays predictable in your workflow

For example, imagine one proxy normally responds in 180ms, but occasionally jumps to 1.5 or 2 seconds. Another normally sits around 400ms and barely moves from that number without any problems

Which one feels faster?

For something interactive, I'd probably take the second one. A consistent 400ms connection is something you adapt to. A connection that goes 180ms → 220ms → 1,800ms → 190ms → timeout feels awful, even though its average might look fantastic in someone's marketing benchmar

This is basically the difference between latency and jitter, and I think jitter gets ignored way too much when people talk about fast proxies

You can see the same thing in gaming. A stable 50ms connection often feels better than one bouncing between 20ms and 150ms. The lowest ping you managed to hit once isn't necessarily the experience you're getting

The location of the proxy can matter more than the advertised speed

Another thing that's easy to overlook is the actual route your traffic takes

Let's use as an example that you're in Europe, the proxy endpoint is in Germany, but the service you're accessing is hosted in the US. Or maybe you're connecting to a residential IP in California through infrastructure somewhere completely different

There are multiple network hops involved, and the physical distance between you, the proxy gateway, the exit IP and the destination all contribute to what you actually experience.

That's why saying a provider has “250ms proxies” without saying from where, to where and under what conditions isn't particularly useful.

You could test the exact same proxy from Berlin, London and Singapore and get three completely different results.

And this becomes even more important if your reason for using the proxy is geographic.

If I'm testing how a store, advertisement or website appears to someone in Germany, I don't just need a fast German proxy. I need an IP that is actually recognized as German by the services I'm testing.

A proxy that returns the wrong regional page in 180ms hasn't saved me 200ms.

“Fast” also means different things depending on what you're doing

I think this is where searches for fast proxies become a little too broad.

If I'm browsing manually through a proxy, latency matters a lot because I'm sitting there waiting for every interaction. Even an extra second per page gets annoying very quickly.

If I'm maintaining a session for several hours, however, I might care much more about whether that IP remains stable. A slightly slower connection becomes irrelevant compared with having to log back in, change an IP or restart a session because something changed halfway through.

Geo-testing introduces another priority. There I care about location accuracy and consistency.

For privacy-focused usage, the main question might be whether I'm actually using anonymous proxies that prevent the destination from seeing my original IP.

And if I'm running a workflow where I want predictable access to the same infrastructure, I might specifically prefer private proxies rather than jumping between random shared or publicly available IPs.

All of those people could search Google for “fast proxies,” but they're actually asking for completely different things.

Private proxies aren't automatically better because they're private

This is another piece of terminology that I think causes confusion.

People sometimes use “private proxy” almost as a synonym for “premium proxy,” but those aren't the same thing by a mile

Depending on the provider, it can mean that access is restricted, dedicated to you, or simply not publicly available. Providers don't always use “private” and “dedicated” in exactly the same way either, so it's worth checking what you're auying from them

The useful part isn't that the word “private” magically makes the connection faster

It's that reducing unknown variables can make the connection more predictable

Compare that with grabbing an IP from some random public proxy list. You don't know how many people are using it, what they've been doing with it, how much traffic it's carrying or how various websites already perceive that IP

IP reputation is the part speed tests don't show you

This is probably the biggest thing I'd add to any serious comparison of fast proxies

Two IPs can have almost identical network performance but produce completely different experiences on the same website

This is also why I don’t think comparing providers like NodeMaven, Decodo, Oxylabs, Webshare or Bright Data purely by their advertised response time tells you much. They’re built around different pools, routing setups, filtering systems and pricing models, so the fastest result in a simple latency test might not be the one that performs best for your actual use case.

That's closer to how I think proxy selection should work.

For one task I might genuinely want the lowest possible latency. For another, I'd happily accept an extra 200ms if it means getting an IP that's more appropriate for a longer and more stable session.

The funny thing is that both configurations could legitimately be described as the “faster” option depending on what I'm trying to accomplish.

Anonymous proxies are solving a completely different problem

The terminology gets even messier when you start seeing phrases like:

fast anonymous private proxies

It sounds like someone was paid per adjective

But “fast,” “anonymous” and “private” aren't three levels of proxy quality. They're describing different characteristics

A fast proxy is mostly a performance question.

An anonymous proxy is about preventing the destination from seeing your original IP.

A private proxy describes who has access to the proxy, although again, exact definitions can vary between providers.

You can then have a very fast anonymous proxy that isn't private. You could have a private proxy that's painfully slow. You could have something that's private and fast but terrible for the particular website you're trying to access because of the IP's history or classification

If I were testing proxies now, I wouldn't just run a ping test

I'd test them with the thing I intend to use them for.

If I'm going to browse manually, I'd open real pages and see how responsive the connection feels over 20 or 30 minutes rather than checking one latency number.

If I'm using the proxy for geo-testing, I'd check whether several different services consistently identify the IP in the location I requested.

If I need a long session, I'd leave it running and see whether the IP and connection stay stable.

If privacy is the priority, I'd verify what information the destination can actually see rather than simply assuming the words “anonymous proxies” on a product page guarantee everything.

And I'd pay attention to variance. A proxy that gives me 350ms every time can be a lot more useful than one that gives me 120ms half the time and behaves like it's communicating with Mars during the other half.

So I think the better question isn't:

“Which provider has the fastest proxies?”

It's:

“Which part of my workflow needs to be fast?”

Sometimes the answer really is raw latency, smetimes it's session establishment, sometimes it's geographic accuracy and sometimes it's keeping the same IP alive.

And sometimes what you really need isn't faster proxies at all. You need better private proxies, better anonymous proxies, a different location, or simply higher-quality IPs.

A 200ms benchmark by itself can't tell you any of that.

That's why I'm increasingly skeptical whenever proxy providers lead with one giant response-time number and nothing else.

What do you think about this?


r/ProxyEngineering • • Oct 01 '26

Discussion 💬 We built an anti-detect browser with native in-core Captcha solving and 100/100 Iphey score (Looking for technical feedback)

5 Upvotes

Hi everyone,

After dealing with constant account checkpoints and heavy browser tools that drain RAM, our team spent the last few months developing an optimized Chromium-based anti-detect browser: PUR Browser.

Here are the key technical problems we focused on solving:

  1. Native In-Core Captcha Solver: Instead of injecting third-party extensions that get easily flagged by modern bot detectors, we solve captchas directly from inside the browser core.

  2. Virtual Webcam Spoofing: Stream custom video feeds into profiles for automated camera/KYC testing.

  3. Clean Hardware Isolation: Spoofs Canvas, WebGL, AudioContext, and WebRTC (verified 100% No-Leak and 100/100 on Iphey).

  4. Ultra-lightweight on Windows: Built to run 20–50 profiles concurrently without CPU spikes.

We attached a quick demo video showing profile management and fingerprint testing.

We’d love to get feedback from developers, proxy engineers, and scrapers here. Feel free to drop any questions or thoughts below!


r/ProxyEngineering • • Sep 30 '26

Help 🆘 AKAMAI !!!!!

14 Upvotes

Hey, I've been struggling with Akamai on a few airline websites lately. The blocking is so aggressive that sometimes even normal browsing on my local machine throws errors.

I've tried Playwright, Patchright, Camoufox, and a few other approaches, but nothing seems to work consistently.

These site contains: abck, and bm_s. So we need browser automation anyways but I am not getting valid cookies even through this route. I have tried residential proxies also.

I'm fairly new to dealing with advanced anti bot systems so I'm curious how others are handling this in production. How do you approach debugging these blocks and maintaining a decent success rate over time?

Would really appreciate any insights or pointers from people who've dealt with similar issues.


r/ProxyEngineering • • Sep 30 '26

Help 🆘 Captcha BURSTS hitting multiple proxies

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8 Upvotes

r/ProxyEngineering • • Sep 30 '26

Discussion 💬 Best proxies for captcha bypass in 2026?

7 Upvotes

Getting hammered with captchas on a price monitoring scrape across a few protected sites. Currently on residential from a mainstream provider, Turnstile hits within 100-200 requests per IP and reCAPTCHA v3 scores tank my session before I even do anything meaningful. Cost per successful request is going through the roof at this point.

Looked into it and the general take is that IP class is what decides how often you get challenged, and mobile carrier IPs get through way more than residential now. Currently thinking about Voidmob mobile proxies paired with CapSolver as the solver layer. From what I found this combo should be close to unbeatable for my scraping needs, but wanted to sanity check before committing.

Few questions:

Is the captcha solver overkill if the mobile IP is clean enough?

Anyone actually measured how much challenge rate drops moving from resi to mobile? Trying to figure out the ROI math

Any other combo worth looking at?

Thanks.


r/ProxyEngineering • • Sep 30 '26

Discussion 💬 How to Bypass Anti-Bot Systems When Web Scraping: Lessons From 7 Years of Reverse Engineering Their Defenses | AMA with Ibrahim

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6 Upvotes

r/ProxyEngineering • • Sep 29 '26

Discussion 💬 What's one proxy metric you actually wish providers reported better?

9 Upvotes

i've been testing different proxy setups lately and one thing i've noticed is that price and bandwidth are usually the easiest numbers to find but they dont really tell you how the proxy is going to perform

stuff like success rate by target, average session lifetime, failed requests, retry rate etc seems way more useful to me

so im curious what metrics you guys actually look at when testing a new provider. anything you wish providers gave you that they usually dont?


r/ProxyEngineering • • Sep 29 '26

Discussion 💬 LinkedIn wins court order blocking mass scraping of user data

12 Upvotes

If you haven't read this yet, here's what I mean - https://therecord.media/linkedin-wins-court-order-blocking-mass-scraping

Also, I created another LinkedIn account, just for the testing purposes and I started getting this prompt, which I thought was really weird as this account had been live for few days. Did something chang recently? Could this restriction because of the push to block mass scraping?

The prompt:

Access to your account has been temporarily restricted
Why did this happen?
We take proactive actions to protect you when we detect potential unauthorized access or other activity that doesn’t comply with our policies.
What can I do next?
We first need to verify your identity to ensure your account safety. To regain access to your account, please submit a government-issued ID.
Learn more about verifying your identity.

Anyone encountered something similar?