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    OPINION

    Are datacenter proxies detectable?

    Oki Bin OkiBy Oki Bin OkiDecember 27, 2024Updated:April 22, 2025No Comments5 Mins Read
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    In most cases, datacenter proxies are easily detected because web resources and online services deploy all kinds of tools to find suspicious activity. In this article we will tell you what are datacenter proxies, why websites attempt to find them, what factors influence detection, and what other solutions. This article will be useful not only for network technologists but anyone using proxies for their personal or commercial purposes.

    Table of Contents

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    • What are Datacenter Proxies?
    •  Why Are Proxies Detectable?
    • Factors Affecting Datacenter Proxy Detectability
    • How Detection Happens
    • Other Resources than Datacenter Proxies
    • Wrapping Up

    What are Datacenter Proxies?

    The IP addresses of the datacenter proxies are obtained from hosting providers or data centers. They seem like an easy and cheap way to conceal your real IP address or circumvent geo-blocking. It is possible that such proxies are blocked, or “flagged” by systems on the websites. They are not connected to a real user like residential or mobile IP addresses.

    Difference from residential proxies

    Residential proxies are used by actual internet users. If you are using such a proxy, your connection to the internet is disguised as if it’s a real connection to the internet from home.

    Difference from mobile proxies

    Mobile proxies use the IP addresses of mobile operators. There are few systems capable of distinguishing them from a real user at the moment.

    Use cases of datacenter proxies.

    Automation and web scraping, collect huge data, rank check search engine rankings and prices.

    Testing site and app under different IP addresses, including stress tests.

    Easy technique to hide your real IP when surfing the internet.

     Why Are Proxies Detectable?

    When you visit a big website like Google, Amazon, or any popular social network all your activity is recorded. This is necessary in order to protect against fraud, spam and abuse. They check everything using different detection tools. The origin of your IP address, from which device, and how often do you operate. Residential and mobile proxies are harder to detect as their IPs are used by real users. Datacenter proxies are more obvious since the IP ranges they use belong to large server farms.

    Factors Affecting Datacenter Proxy Detectability

    IP range and location

    Datacenter proxy has IP addresses assigned by a data center or a hosting company. They appear in public lists of Regional Internet Registries (RIRs) and any service can track an IP address. If a data centre is responsible for millions of requests, blocklisting or discovery can be an issue.

    Shared vs dedicated datacenter proxies

    When multiple users have the same IP address, you might get very high activity. If one user breaks any rules, then the IP gets blacklisted, which is why shared proxies can negatively affect your work. Dedicated proxy IP address can be allocated only for one user. This decreases the likelihood of blocking someone based on an activity by another user.

    Traffic patterns

    A user acting like “normal” traffic does not behave like mass automated requests. Any site that receives hundreds of identical requests per second from the same IP address will block connections. Therefore, it is important that the traffic is natural.

    Proxy quality

    Speed and stability isn’t the only thing that counts, also the IP address “history”. Any proxy which has been blacklisted a few times will probably get caught quickly.

    How Detection Happens

    IP blacklists

    Most web services and anti-spam software have big databases of IP addresses that have been reported as being suspicious or malicious.

    DNS leak checks

    Sometimes proxies don’t completely hide information about their host’s DNS server, and websites see that data differences it’s also a reason to block.

    Behavioral analysis

    The use of identical devices, the click speed, mouse movement, and delays in executing requests are all checked and can lead to blocking. If it is being “too automated,” a site could detect bot traffic — without ever specifically seeing the proxy usage.

    Machine learning models

    Large enterprises mix algorithms trained on millions of samples of traffic to detect even smallest signs of proxy use.

    Other Resources than Datacenter Proxies

    If you want to be more anonymous, you can use other types of proxies:

    Residential proxies

    Residential proxies look like “real” IP addresses for the user at home. They won’t get blocked on sites as they’re linked to everyday home usage. It is convenient to pay for traffic and generate any number of proxies.

    ISP proxies

    ISP proxies are intermediate between residential and datacenter proxies. They get IP addresses from real iSPs but are attached to the hosting, which allows you to use unlimited traffic and very high speed without worrying about detection. Proxywing ISP proxies for example can be more secure as they won’t suffer from common detection concerns with datacenter IPs.

    Wrapping Up

    Big websites and services use layers of detection built on IP lists, machine learning and behavioural data. But the detection rate is dependent on how good proxies are, how many users use the same IP, and how well traffic is clogged. If your tasks are very anonymous or you frequently get blocked, consider residential or ISP proxies.

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    Oki Bin Oki

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