AI Research Atlas

Jalapeno inference chip (OpenAI and Broadcom)

OpenAI · 24 June 2026

OpenAI and Broadcom unveil Jalapeno, an inference-first accelerator taped out in nine months with help from OpenAI models.

Blank-slate design for LLM serving rather than an adapted general accelerator. First results (2026-08-25) on SemiAnalysis InferenceX: about 1.5x higher peak performance per watt and 3.4x lower end-to-end latency than the comparison system on Kimi K2.5, rated at 700 W.

Date
Wednesday, 24 June 2026
Lab
OpenAI
Kind
infra
Access
closed API

Figures

MeasureValueMeasured by
Jalapeno vs comparison system on Kimi K2.5about 1.5x performance per watt; 3.4x lower end-to-end latency
OpenAI-run on SemiAnalysis InferenceX; comparison system unnamed
company
Design-to-tape-out time9 months
company claim of fastest ASIC cycle
company

Vendor-run benchmark with an unnamed comparison system; no independent reproduction seen. Part of OpenAI's push to own more of the stack (Cerebras partnership announced 2026-01-14, Broadcom).

Sources

  1. openai.com/index/openai-broadcom-jalapeno-inference-chip/
  2. openai.com/index/jalapeno-first-results/

This record was checked against its sources on 6 October 2026. How we check