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Two RAM modules on a wooden surface, with a larger white heatspreader unit on the left and a smaller circuit board module on the right
Article · aiDeep read

Memory Bandwidth, Not Compute, Limits Local LLM Speed

Why TFLOPS don't matter for inference: token generation is memory-bound, and the bottleneck is how fast weights reach your chip.

Ahmad J · Aug 11, 2026 · 5 min read