OpenAI has developed a custom AI chip, codenamed "Jalapeno," which reportedly outperforms NVIDIA's latest Blackwell architecture in performance and efficiency. SemiAnalysis, an independent research firm, tested the chip at OpenAI's labs and found it superior in key metrics like latency and throughput, despite being a first-generation product. The chip leverages AI for its own development, with AI-generated code contributing to its performance gains. While OpenAI plans to continue using NVIDIA hardware for training, this in-house chip development signals a significant move towards self-sufficiency in AI hardware. AI
IMPACT This development could significantly shift the AI hardware landscape, potentially reducing reliance on traditional chip manufacturers and accelerating AI development through custom, efficient hardware.
RANK_REASON OpenAI's announcement and SemiAnalysis's independent testing of a new custom AI chip. [lever_c_demoted from frontier_release: ic=1 ai=1.0]
- AMD
- Blackwell
- Broadcom
- Chris Malone
- DeepSeek R1 670B
- GPT-OSS 120B
- Jalapeno
- Kimi K2.5
- NVIDIA
- OpenAI
- Sam Altman
- SemiAnalysis
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