Tomislav Marinovic
Engineer, AI Value-Chain Research
Bitdeer's mining capacity does not translate into a competitive AI cloud because reliable, high-quality compute, not raw power, is the constraint. Against @Tradin1983's 1,600 MW figure, Bitdeer has only 2.5 MW of AI power. A proposed route via Penguin Solutions could work, but looks like a poorer version of Nebius's asset-light model, below hyperscalers and neoclouds. x.com x.com x.comÂ
AI agents' productivity over human labor should lift GPU demand and rates for neoclouds. The bottom looks in for CoreWeave, Nebius, Boost Run, Sharon AI and IREN. Gavin Baker says token prices can fall as revenue per GPU rises; paraphrasing Elon, even $38 per GPU-hour can pay off. CoreWeave's five-year fixed contracts may lag current rates; Boost Run has less capacity locked in. If SpaceX takes more growth, slower cash burn could rerate neoclouds, though smaller customers may pay less. x.com … Show more
Nebius' software efficiency and a possible end to heavy AI financing support a re-rating. Per @DrTomsLens, its engineers got about 43% more video output from the same GPUs, cutting compute cost per second by 30%; newer hardware alone is not enough without capable software teams. Oracle expects to fund growth from free cash flow in FY2029, suggesting capital-heavy AI providers may eventually outgrow debt and dilution. Google Cloud reported 103% revenue growth amid strong AI infrastructure demand. … Show more
Bitdeer is a cheap call option on AI data centers, with a 3GW pipeline barely priced into its roughly $4.1B EV. Its edge is designing its own ASICs, letting it upgrade to 12.5 J/TH and later about 9.5 J/TH with SEAL04 at a fraction of the capex peers pay Bitmain, versus IREN's 15 J/TH. Bitdeer reports H100 hourly prices up about 40% since late 2025. A US site slowdown caused short-term noise; watch whether it moves faster into GPU cloud and software orchestration. x.com x.comÂ
Improving AI models could raise the value of compute per watt rather than erode neocloud economics. SpaceX's Elon Musk argues that better models yield more useful intelligence per watt, points to older H100s renting for more than when new, and expects a lasting shortage of advanced compute. That statement is heavily bullish for neoclouds such as Nebius, though the mechanism is Musk's forecast. x.comÂ
AI cloud infrastructure stocks risk falling together because neocloud providers depend on the same debt funding. Musk says debt markets have almost shut off financing for companies dependent on AI data-center revenue, though he is a chip buyer and balance sheets differ; Nebius remains up over the year. x.comÂ
Bitdeer's 2027 AI-cloud revenue estimate is highly sensitive to delivery of two large deals. The $1.3-1.7B estimate exceeds consensus of about $950M for total revenue, but depends on 67MW at A901 in June 2027 and 65MW at A202 in September 2027. September's reported backlog rose from $900M to $2.9B; most of the increase came from an A201 offtake already announced in September. x.com x.comÂ
Nvidia's system components can reduce the idle time that erodes returns on expensive AI chips. CPUs, accelerator interconnects and server networking help operators such as Nebius and IREN keep machines doing useful work; solving the next bottleneck could win Nvidia more of the data-center equipment budget even when a rival chip looks appealing alone. Buyers must compare the cost of completed work across the whole system. x.comÂ
Scarce compute could ease financing for neoclouds such as Nebius and CoreWeave by shortening capex payback. Elon Musk says SpaceX's new deployments pay back in less than a year at current pricing; that bodes well for other neoclouds facing financing concerns if they achieve similar economics. GPU rental rates keep hitting highs, contrary to Gartner's claim of oversupply. x.com x.com x.com x.comÂ
Bitdeer's mining business may support meaningful value even if Bitcoin stays near $80,000, giving its speculative AI case a second engine. Its cash-contribution chart assumes 15,720 BTC mined annually at $61,051 cash cost per BTC, implying $298M at $80,000 Bitcoin, versus a roughly $2.2B valuation. Making its own SEALMINER rigs gives it more control over technology, costs and expansion. This remains a speculative buy with substantial downside risk. x.com x.comÂ
CoreWeave's heavy debt and negative free cash flow heighten the risk that neocloud contract growth will not fund expansion. It has $104.2B in backlog against $35.6B in debt and negative $5.74B quarterly free cash flow; Nebius has over $40B in contracts but $5.7B quarterly capex and customer-concentration risk. DigitalOcean's diversified cloud model reduces reliance on debt-funded GPU expansion, while TeraWulf avoids direct GPU depreciation but faces capital-intensive construction. x.comÂ
