# OpenAI — Jalapeño’s first results show industry-leading speed and efficiency in AI inference

- Company: OpenAI (openai.com)
- Announced: 2026-08-25T07:00:00+00:00
- Category: infrastructure-release
- Subject: GPT / ChatGPT / API
- Coverage: Covered by 20 outlets
- Source: https://openai.com/index/jalapeno-first-results
- Record: https://forck.live/items/4404-jalape-o-s-first-results-show-industry-leading-speed-and-efficiency-in-ai

OpenAI announced Jalapeño, a custom inference chip that offers faster, more power-efficient inference with higher throughput and lower latency for modern models.

## Evidence

Verbatim from https://openai.com/index/jalapeno-first-results:

> Jalapeño is a custom inference chip from OpenAI that delivers faster, more power-efficient AI inference, with higher throughput and lower latency for modern models.

## Around this story

Outlets this record can name and link:

- Bloomberg: https://bloomberg.com/news/articles/2026-08-25/openai-claims-its-new-chips-can-outperform-nvidia-processors-in-tests?accessToken=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzb3VyY2UiOiJTdWJzY3JpYmVyR2lmdGVkQXJ0aWNsZSIsImlhdCI6MTc4NzcxNTE4MiwiZXhwIjoxNzg4MzE5OTgyLCJhcnRpY2xlSWQiOiJUS0JXODFOM04wQUIwMCIsImJjb25uZWN0SWQiOiJCMzZENUE5QzIxMDQ0NjU4OTFBMTc1MTVDRDNBQkZFNiJ9.g7aynXoS1Cg_lAitk1xUe_PLVBoXyT7wr4nF1iv0D8k&leadSource=article-gifting
- CNBC: https://cnbc.com/2026/08/26/openai-jalapeno-ai-chip-nvidia.html
- Axios: https://axios.com/2026/08/25/openai-says-its-jalapeno-chip-offers-spicy-performance
- Quartz: https://qz.com/openai-jalapeno-chip-nvidia-benchmark-results-082626
- The Information: https://theinformation.com/briefings/openai-says-jalapeno-ai-chip-better-nvidias-blackwell
- The Register — OpenAI's upcoming Jalapeño chip looks like it'll be an inference beast: https://theregister.com/systems/2026/08/25/openais-upcoming-jalapeno-chip-looks-like-itll-be-an-inference-beast/5292052
- Stratechery — Apple Updates Mini and Studio, AI Computers, OpenAI Jalapeño: https://stratechery.com/2026/apple-updates-mini-and-studio-ai-computers-openai-jalapeno
- The Decoder — OpenAI's first custom chip "Jalapeño" reportedly beats Nvidia's Blackwell and Rubin in inference benchmarks: https://the-decoder.com/openais-first-custom-chip-jalapeno-reportedly-beats-nvidias-blackwell-and-rubin-in-inference-benchmarks
- Tom's Hardware: https://tomshardware.com/tech-industry/semiconductors/openai-says-its-jalapeno-chip-beats-nvidias-gb300-in-first-published-benchmarks
- RuntimeWire — OpenAI reports up to 3.6x lower Jalapeno latency in engineering tests: https://runtimewire.com/article/openai-jalapeno-inference-chip-first-benchmarks
- Business Standard: https://business-standard.com/technology/tech-news/openai-jalapeno-ai-inference-chip-shows-speed-efficiency-gains-126082600184_1.html
- Seeking Alpha: https://seekingalpha.com/article/4940069-wall-street-lunch-openais-jalapeo-tops-nvidias-blackwell-in-some-inference-tests
- Business Today — OpenAI reveals how Jalapeño Chip performs, wider deployment coming in 2027 - BusinessToday: https://businesstoday.in/technology/news/story/openai-reveals-how-jalapeno-chip-performs-wider-deployment-coming-in-2027-551378-2026-08-26
- The Deep View — How OpenAI's Jalapeno chip just surprised the AI industry: https://thedeepview.com/articles/how-openai-s-jalapeno-chip-just-surprised-the-ai-industry
- The Neuron — 😺 Anthropic's $30 Trillion Market Claim: https://theneuron.ai/newsletter/anthropic-s-30-trillion-market-claim
- Chip Briefing: https://chipbriefing.substack.com/p/daily-openais-jalapeno-chip-outperforms
- Philip Greenspun's Weblog — Even companies worth $1 trillion don't want to pay Nvidia's prices - Philip Greenspun’s Weblog: https://philip.greenspun.com/blog/2026/08/26/even-companies-worth-1-trillion-dont-want-to-pay-nvidias-prices
- SemiAnalysis — OpenAI Jalapeño: Better Than Nvidia Blackwell: https://newsletter.semianalysis.com/p/openai-jalapeno-better-than-nvidia
- ServeTheHome — OpenAI Jalapeno Custom AI ASIC at Hot Chips 2026: https://servethehome.com/openai-jalapeno-asic-at-hot-chips-2026

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