2026 RAM prices surge 500% amid AI-driven shortage

The 2026 RAM market is a cautionary tale of how the AI boom cannibalizes the hardware needed to run it locally.

• –The "3-to-1 Rule" means every HBM chip produced for enterprise AI eliminates three standard PC RAM chips, creating a supply vacuum.
• –DDR6's consumer delay to 2027 has left developers stranded on aging, overpriced DDR5 platforms.
• –Paradoxical "full shelves" with 5x pricing suggest retailers are holding high-margin stock while enthusiasts wait for a market correction.
• –This bottleneck may force a shift toward multi-GPU setups or smaller, more efficient models as 128GB builds become prohibitively expensive.