{"slug": "google-drops-twelve-billion-on-marvell-for-next-gen-tpu-work", "title": "Google drops twelve billion on Marvell for next-gen TPU work", "summary": "Google has committed $12 billion to Marvell Technology for development of its next-generation Tensor Processing Units (TPUs), according to The Wall Street Journal. The multi-year agreement covers several future TPU generations, potentially including inference-focused chips for cloud customers, and signals a deepening of Google's custom silicon partnership with Marvell. Marvell's stock jumped 20% on the news, and the deal raises questions about Google's relationship with Broadcom and its strategy for competing with Nvidia in the cloud AI accelerator market.", "body_md": "# Google drops twelve billion on Marvell for next-gen TPU work\n\nFrom what I've pieced together, Marvell's been Google's ASIC partner for years on networking chips and earlier TPU iterations. This new agreement apparently locks in development through the next several TPU generations, possibly including the inference-focused chips Google's been hinting at for cloud customers. The Wall Street Journal broke the story but the specifics are thin — no public roadmap, no tape-out dates, just the dollar figure and \"strategic partnership\" language.\n\nWhat I'm genuinely curious about: does this signal Google moving further away from Broadcom? Broadcom's been the other big name in Google's custom silicon story, especially on the networking side. Marvell's been gaining share in high-speed SerDes and coherent DSPs for data center interconnects, so maybe Google's consolidating around one partner for both compute and networking IP. Or maybe it's just a capacity play — TSMC advanced packaging is tight, and locking in Marvell's design team ensures Google gets priority.\n\nThe TPU v5e (now called Trillium) launched last year with decent inference perf-per-watt numbers. If this deal funds v6 and v7, we're looking at chips that might not tape out until 2026-2027. That's a long horizon in AI years. Makes me wonder if Google's planning for post-transformer architectures or just scaling the current paradigm harder.\n\nAlso notable: Marvell stock popped 20% on the news. Market clearly thinks this validates their custom ASIC business model. But for us watching from the outside, the real question is whether Google's internal chips stay internal or if we'll see Trillium v2/v3 offered on GCP with competitive pricing against NVIDIA H200/B200. The cloud AI accelerator market is getting crowded — AWS Trainium2, Azure Maia, Google TPU, plus all the merchant silicon from AMD and Intel.\n\nAnyone have better sources on the actual technical scope? I've seen conflicting reports on whether this includes optical interconnect IP or just the compute die.\n\n[Nvidia's buyback binge looks smart until you check the 21h ago](/en/news/6956/)\n\n[Leopold Aschenbrenner lost 30 billion dollars by betting too 1d ago](/en/news/6879/)\n\n[Google is buying up Spirit Airlines data for some reason 1d ago](/en/news/6840/)\n\n[Google just bought Spirit Airlines' data at auction to feed its 2d ago](/en/news/6783/)\n\n[Google is dropping $10 million on Spirit Airlines business data 2d ago](/en/news/6749/)\n\n[Google just snagged a goldmine of Spirit Airlines data from a 2d ago](/en/news/6747/)\n\n[Next Texas student catches AI attempting campus network breach →](/en/news/7052/)", "url": "https://wpnews.pro/news/google-drops-twelve-billion-on-marvell-for-next-gen-tpu-work", "canonical_source": "https://promptcube3.com/en/news/7054/", "published_at": "2026-08-20 14:32:45+00:00", "updated_at": "2026-08-20 14:45:18.682997+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-chips", "ai-infrastructure", "ai-products"], "entities": ["Google", "Marvell Technology", "Broadcom", "The Wall Street Journal", "TSMC", "Nvidia", "Trillium", "TPU v5e"], "alternates": {"html": "https://wpnews.pro/news/google-drops-twelve-billion-on-marvell-for-next-gen-tpu-work", "markdown": "https://wpnews.pro/news/google-drops-twelve-billion-on-marvell-for-next-gen-tpu-work.md", "text": "https://wpnews.pro/news/google-drops-twelve-billion-on-marvell-for-next-gen-tpu-work.txt", "jsonld": "https://wpnews.pro/news/google-drops-twelve-billion-on-marvell-for-next-gen-tpu-work.jsonld"}}