Nvidia2026-08-16 01:22:02Citrini says Nvidia’s $500 billion financing backstop could support GPU salesCitrini analyst Jukan said Nvidia’s $500 billion financing backstop with Wall Street could help cushion GPU sales if hyperscale cloud providers face tighter cash flow and can no longer rely fully on prepayments to buy chips. In his view, the arrangement may also speed up the expansion of the GPU market’s total addressable market, or TAM. Jukan said he does not see the structure as a form of circular financing. He also pointed to a shift on Wall Street, where GPUs are increasingly being treated as collateral with recoverable value. The remarks were reported by BlockBeats on Aug. 16.1130
SanDisk2026-08-14 13:21:06Citrini analyst questions SanDisk’s HBF demo, says HBM performance may have been understatedCitrini analyst Zephyr challenged SanDisk’s HBF-versus-HBM comparison shown at its investor day, arguing that the setup may have understated HBM’s real capabilities. In his post, he said SanDisk assigned the same total bandwidth of 12.8 TB/s to both HBF and HBM, which works out to 1.6 TB/s per stack, and used the Qwen3-480B-A35B model running in bfloat16 for the demonstration. Zephyr said current inference workloads more commonly use FP4 or FP8, putting the model’s memory requirement at roughly 240 GB to 480 GB depending on quantization. He also said SanDisk fixed HBM capacity at 192 GB per GPU, while a 16-layer HBM4E setup with eight stacks can reach 512 GB and deliver about 32 TB/s of bandwidth, around three times the level used in the company’s demo. Based on that, Zephyr argued that SanDisk’s result showing HBF needing only one to four GPUs while HBM needed eight does not adequately reflect the performance of higher-spec HBM configurations.1460
Intel2026-08-14 03:22:58Citrini cites Guosen report backing Intel after $20 billion stock saleCitrini analyst Jukan said a recent overseas electronics report from Guosen Securities viewed Intel’s $20 billion equity offering as a positive signal, pointing to direct participation by CEO Chen Liwu and his family of about $12 million. Guosen reiterated a Buy rating and a $136 target price, while lifting its 2026 and 2027 EPS forecasts by 3% and 1%, respectively. The report said the offering was upsized from an initial $15 billion to $20 billion, priced at $95 per share, with the greenshoe fully exercised and reported institutional demand exceeding $100 billion. Guosen also said management participation could support Intel’s 2027 capital spending plans. On operations, the report projected Intel’s foundry business would break even in the fourth quarter of 2027, with margin leverage expanding in 2028. It also cited an estimated 18A yield of about 80%, volume ramp progress for Clearwater Forest, and potential high-volume progress for Apple 14A. In advanced packaging, the report said Intel’s EMIB customer base continues to widen, with AWS Trainium3 expected to adopt EMIB-T in 2027 and additional programs from Google, AWS and Microsoft possibly contributing from late 2027 into 2028.1660
Apple2026-08-09 11:05:20Apple in Early Supply Talks With ChangXin for Some China-Sold DevicesCiting a Wall Street Journal report, Citrini analyst jukan said on X that Apple has held preliminary talks with ChangXin about supply, intending to use its components in some devices sold in China. The story was reported by Odaily.1810
storage2026-08-08 12:49:02Citrini Analyst Turns Short-Term Bearish on Storage, Bullish on Optical InterconnectCitrini analyst Jukan said on Aug. 8 that the market will move toward shorting storage and going long optical interconnect in the near term, with some hedge funds already executing the trade. His three reasons: Korean leveraged ETFs have largely failed, adding selling pressure from LP redemptions; Nvidia is trimming the HBM configuration of Rubin Ultra in favor of optical interconnect across racks; and the market has formed a consensus that storage prices will peak within two quarters. Jukan remains bullish on storage long-term but is slightly bearish short-term and holds no storage position.1960
open-source A2026-08-03 15:53:55Citrini’s Jukan says open-source AI could weaken closed-model dominance and boost cloud providers’ pricing powerCitrini analyst Jukan said on Aug. 3 that the continued rise of open-source AI models, along with a weakening grip from closed-source model providers, could mark an important turning point for the cloud computing industry. His argument centers on a shift in how AI applications are being deployed: instead of relying on a single top-tier model for every task, usage is moving toward a layered routing approach, where advanced reasoning jobs remain with leading closed models while a large share of routine workloads can be handled by cheaper small models or open-source alternatives. In that setup, cloud providers could gain more control over user access, traffic allocation, and pricing. Jukan also argued that stronger open-source competition does not automatically reduce hardware demand. Lower inference costs may drive a rapid increase in AI usage, even as model compression, inference optimization, intelligent routing, and in-house ASIC chips reduce the amount of general-purpose GPU compute needed per token. He said the long-term growth outlook for AI infrastructure depends on whether token demand rises faster than gains in algorithm and chip efficiency.1800
South Korea2026-08-01 01:47:20South Korea's DRAM export unit price hit a record high in JulyCitrini data showed that South Korea's DRAM export unit price rose to $91,931 per kilogram in July, setting a new all-time high. The update was carried by BlockBeats on Aug. 1 as a 7X24 flash item. No additional figures or background were disclosed in the source. The report was limited to the July export unit price and its record-setting level, with Citrini cited as the data source. The item did not include year-on-year or month-on-month comparisons, and it did not provide further market context beyond the reported price point.1860
Jukan2026-07-28 00:56:24Jukan says China DUV progress was largely expected, calls chip equipment sell-off overdoneCitrini analyst Jukan said news about China making progress in deep ultraviolet lithography was not especially surprising, arguing that the market had already priced in some level of expectation. In a social media post, he said The Information’s report relied mainly on remarks made by a professor at a Chinese university of transportation during an internal meeting in June and did not offer much additional substance. Jukan added that the sell-off in semiconductor equipment names such as ASML following the report was an overreaction. Earlier reporting from The Information, citing people familiar with the matter, said a company backed by Chinese state capital had begun mass production of self-developed DUV lithography manufacturing equipment. The report said the company plans to produce about five domestic DUV lithography machines in 2026 and expand that figure to around 20 in 2027. That remains below ASML’s 131 immersion DUV lithography systems delivered last year, but the move into mass production has been seen by the market as an important step in building a more self-reliant chip supply chain in China.1740
