Jalapeño beats Blackwell on perf/watt with two caveats: HBM4 vs Rubin, no long-context tests

nrehiew_ · x · 2026-10-11

nrehiew flags two caveats to Jalapeño's headline perf/power win over Blackwell: it uses HBM4 (Rubin is the fairer comparison) and the results weren't measured at super long context. Notably, Jalapeño's numbers don't use spec decoding or MTP — effectively a handicap, making the result more impressive.

Related event: Researcher's notes unpack OpenAI's rumored Jalapeño chip design tradeoffs(8 posts)→

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