Guides to the AI build-out
Short, practical reads on what holds up AI data centers and how to use the data on this site, from power and memory shortages to GPU prices and Korean export numbers.
How we score AI bottlenecks: the 5 factors behind every tightness score
The method behind Singularity Research's 0–100 tightness scores: supplier concentration, lead time, capital intensity, geopolitics and pricing power.
Read →TransMedics (TMDX) flight tracker: 6 ways investors use it
How the free TMDX flight tracker counts TransMedics organ-transport flights to estimate quarterly volumes and revenue before earnings.
Read →Beyond chips: 8 hot AI themes, from cybersecurity to drug discovery
The AI themes outside the data center: hyperscalers, AI cybersecurity, AI drug discovery, AI software, devices, launch, satellites and quantum.
Read →Physical AI explained: 9 bottlenecks behind robots, humanoids and robotaxis
The parts that limit robots and autonomy: precision reducers, bearings, servos, sensors, edge compute, humanoids, robotaxis, factory automation and drones.
Read →How to buy or sell spare GPUs, transformers and data center capacity: 6 steps
List or find GPU clusters, compute hours, transformers, switchgear, turbines, cooling and powered sites on our free capacity exchange.
Read →16 AI data center forecasts we track, and which are coming true
Forecasts from SemiAnalysis, Morgan Stanley, Goldman, IEA, TrendForce and others on AI power, capex and memory, marked on track or at risk.
Read →8 features on every AI infrastructure stock page
What's on each of 260 AI stock pages: annotated chart, status label, valuation, earnings history, related data and forecasts.
Read →Why power is the AI bottleneck: 8 facts on turbines, transformers and the grid
Gas turbines booked for years, transformer prices doubled, grid queues of up to seven years: why electricity limits the AI build-out and who benefits.
Read →The Singularity Index: 5 rules for investing in AI bottlenecks
How the public Singularity Index picks AI bottleneck stocks: tightness, trend, momentum, diversification and monthly rebalancing.
Read →Korea chip exports: 7 things AI investors should know
Why Korea's semiconductor exports are the best early read on AI memory demand, what the 2026 records mean, and which stocks they move.
Read →18 alternative data charts that move before AI earnings
Korea chip exports, TSMC monthly revenue, AI server imports, data center construction, transformer prices and more, charted with full history.
Read →8 things GPU rental prices tell you about the AI cycle (H100, H200, B200)
What H100, H200, B200 and B300 rental prices say about AI compute supply, neocloud revenue and GPU lifetimes, with live prices and history since 2023.
Read →The US data center build-out in 9 numbers
How big the US AI data center build-out is: operating, under-construction and planned power, where it is, who is building it and what it costs.
Read →The 10 tightest bottlenecks in the AI data center build-out right now
Gas turbines, HBM memory, grid connections and transformers top our ranking of the 50 supply bottlenecks holding back AI data centers.
Read →7 things the AI Infrastructure Daily brief tells you every morning
What's in the free AI Infrastructure Daily brief: highlights, markets, every segment of the AI supply chain, and what it means for stockholders.
Read →15 things you can do on Singularity Research, the AI data center research site
A tour of every tool on Singularity Research: daily brief, data center map, GPU prices, Korea and Taiwan data, the Singularity Index and more.
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