What is the specific impact of the AI chip race on console component costs?

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The AI chip race has driven up memory chip prices, raising console component costs and pushing up Steam Machine pricing.
Valve said the global AI race has inflated the cost of memory chips, which are used both in AI data centres and in the Steam Machine. As memory chip prices have more than tripled over the past year or so, Valve set the entry-level Steam Machine at US$1,049, compared with current PlayStation and Xbox prices of US$599. Valve also said chip shortages from high demand affected how many units it could produce for launch.
Memory chip prices have more than tripled, increasing hardware component costs
Valve linked the Steam Machine’s high price to exploding memory chip costs. It said memory chips are also used in the massive, global AI data centre boom, tying the console’s component pricing to the wider AI hardware demand. Valve stated that memory chip prices have more than tripled over the last year or so.
The Steam Machine entry price reflects higher manufacturing component pricing
Valve priced the entry-level Steam Machine at US$1,049, explicitly attributing the cost pressure to chip prices inflated by the global AI race. It contrasted this with the current Sony PlayStation and Microsoft Xbox pricing of US$599, noting those consoles were released more than five years ago. Valve also said the prices reflect the state of manufacturing and, more specifically, the component prices it secured over the past six months.
Chip shortages from high demand limited launch production quantities
Beyond higher prices, Valve said high demand for memory chips created a shortage. It added that this shortage impacted the number of units it was able to produce for launch. This means the AI-driven chip market affected both component costs and the supply of ready-to-ship console units.
Valve tied its pricing to component availability secured over a six-month window
Valve explained that its shared prices reflect the manufacturing reality and the component prices it secured during the previous six months. This framing connects the AI chip race to real-world pricing for parts procurement, not just market expectations. Valve also said Steam Machine units would start shipping on June 29, with the launch shaped by these component price and availability conditions.

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What is the specific impact of the AI chip race on console component costs?

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