title: "DDR5 scalper bots now outnumber shoppers 10 to 1 — automated scraping hits listings every 6.5 seconds as 32GB kits surge from $72 to $392, DataDome researcher says"
url: "https://www.tomshardware.com/pc-components/ddr5/scalper-bots-now-outnumber-human-shoppers-10-to-1-on-one-retailers-ddr5-pages"
author: "Luke James"

Bad bots account for 91% of the traffic reaching one retailer's DDR5 memory product pages, roughly 10 automated requests for every legitimate visit, according to a LinkedIn post this week from Jérôme Segura, VP of threat research at bot-mitigation firm DataDome. The figure updates research DataDome published in March, which measured the ratio at about 6:1 across several e-commerce sites.

Over the same period, the cheapest 128GB DDR5-6400 kit tracked by Tom's Hardware has reached $3,399, ten times its record low pricing. The Thales 2026 Bad Bot Report puts bad bots at 40% of all web traffic, less than half the share Segura reports on DDR5 listings.

DataDome's March report documented a single operation that generated more than 10 million blocked requests, with a one-hour sample showing 91 DDR5 listings each polled around 551 times, or once every 6.5 seconds. The requests carried cache-busting parameters to defeat cached stock data and targeted industrial module makers such as Micron and Apacer, as well as DIMM socket suppliers Amphenol and TE Connectivity, alongside consumer brands.

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Segura wrote on LinkedIn that retailers carrying memory should assume their "traffic analytics are probably understating the problem significantly."

(Image credit: DataDome)

Keep in mind that the 91% figure comes from one unnamed retailer, and DataDome hasn't published a sample window or its methodology. DataDome also sells the product that blocks this traffic, and page requests ultimately aren't purchases, so the ratio measures monitoring pressure on listings rather than how much stock bots actually end up securing, which can’t easily be quantified.

Apacer CEO C.K. Chang said in July that DRAM supply to independent module makers could fall to 30% of 2026 levels next year, and TrendForce expects conventional DRAM contract prices to rise another 13% to 18% in Q3 after roughly 60% in Q2. Hyperscale buyers have reportedly placed deposits against most of 2027's DRAM output.

A 32GB DDR5-6000 kit that averaged $72 this time last year now averages $392 on PCPartPicker. While graphics card and console scalping in 2020 and 2021 ran against scheduled restocks that eventually outpaced resale demand, no equivalent restock date exists for consumer DDR5 before 2027 at the earliest.

Framework stopped selling standalone RAM in November last year, citing scalpers, and Micro Center sells its CPU, motherboard, and 32GB DDR5 bundles in-store only with a one-per-household limit. Newegg and Amazon have run repeated CPU-plus-memory bundles that price a 32GB kit well below its standalone cost, which ties each kit to a processor a reseller then has to move as well. On eBay, we found G.Skill's Trident Z5 Neo 32GB kit listed at $836.54 in December against a $429.99 retail price, roughly double, and about seven times the $117.99 it sold for before the shortage.

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