The AI buildout

Input prices through 2026-11-11 · stocks through 2026-11-11

Updated daily Track record Guide

What it costs to build and run AI, measured where the money changes hands: the hourly rent on a data-center GPU, the spot price of memory chips and the state of the power grid. Each sits beside the companies whose business it is tied to, so a move in the stocks can be read against a move in the economics underneath them.

Compute: What does it cost to rent an AI GPU?

Hourly rental rates for the data-center GPUs AI models are trained and run on, from the clouds and marketplaces that rent them out.

GPU rental index vs the compute stocks

100 = 2026-07-14

Since 2026-07-14: GPU rental index +10.3%; compute stocks, equal weight −4.6%.

Readings
DateGPU rental indexCompute stocks, equal weight
2026-11-11110.395.4
2026-11-05107.886.1
2026-10-29108.099.1
2026-10-22108.296.2
2026-10-15106.2104.3
2026-10-08106.7109.8
2026-10-01103.7110.9
2026-09-24105.3111.7
2026-09-17104.0107.5
2026-09-10100.0108.2
2026-09-03100.9107.3
2026-08-2799.9108.0
2026-08-20104.6106.2
2026-08-12101.0114.2
2026-08-05100.6108.4
2026-07-29101.987.4
2026-07-22100.1101.3
2026-07-15100.0101.1

Compute stocks

Wednesday, average +7.2%
Stock Why it’s linked Last 1 day 1 month IV rank
NVDANvidia Designs the H100, H200 and B200 GPUs these rental rates are quoted for. 173.73 +2.9% −23.2% 80
AMDAdvanced Micro Devices Makes the MI300X and MI355X accelerators, rented alongside NVIDIA cards. 552.90 +7.3% −7.0% 37
CRWVCoreWeave Rents out NVIDIA GPU capacity, mostly on multi-year contracts, and publishes no price list. 60.77 +24.7% −24.3% 30
NBISNebius Rents GPU capacity to AI developers from its own data centers. 154.69 +15.4% −26.4% 33
ORCLOracle Oracle Cloud's GPU rate card is one of the prices tracked here. 128.38 +8.8% −6.6% 45
AMZNAmazon.Com AWS's GPU instance prices, on-demand and spot, are tracked here. 266.17 −1.7% +2.6% 26
MSFTMicrosoft Azure's GPU rate card is tracked here. 521.12 −2.3% −3.7% 18
GOOGLAlphabet Google Cloud's GPU prices, on-demand and spot, are tracked here. 293.45 +2.1% −16.8% 31

Memory: What do memory chips cost?

The spot price of the DDR5 chips in a standard 16GB stick, the DRAM that servers and PCs are built with, settled weekly.

DDR5 chip price vs the memory stocks

100 = 2026-08-28

Since 2026-08-28: DDR5 spot, 16GB of chips +11.6%; memory stocks, equal weight −23.6%.

Readings
DateDDR5 spot, 16GB of chipsMemory stocks, equal weight
2026-11-11111.676.4
2026-11-03114.083.8
2026-10-23113.688.7
2026-10-14109.296.2
2026-10-05107.5114.4
2026-09-24103.8117.0
2026-09-15100.7101.3
2026-09-03100.0103.7

Memory stocks

Wednesday, average +12.8%
Stock Why it’s linked Last 1 day 1 month IV rank
MUMicron Technology Makes DRAM, including DDR5 and the HBM stacked on AI GPUs, and NAND flash. 811.30 +11.9% −18.0% 35
SNDKSandisk Makes NAND flash, the other half of the memory chip market. 977.69 +13.7% −34.3% 24

Electricity demand, prices and generating capacity: the power that new data centers have to find.

Power stocks

Wednesday, average +4.5%
Stock Why it’s linked Last 1 day 1 month IV rank
VSTVistra Sells power from gas and nuclear plants into the Texas and PJM grids. 133.45 +1.7% −15.6% 32
CEGConstellation Energy Runs the largest U.S. nuclear fleet and has signed power deals with data center owners. 274.73 +2.6% −6.5% 33
TLNTalen Energy Sells power from its Susquehanna nuclear plant, including to an adjoining data center campus. 378.71 +4.9% −0.3% 7
GEVGE Vernova Builds the gas turbines and grid equipment new power plants need. 808.24 +1.4% −18.9% 43
BEBloom Energy Sells fuel-cell power systems that data centers install on site. 209.47 +13.0% −20.1% 9
VRTVertiv Sells the power and cooling equipment inside data centers. 206.51 +6.3% −13.7% 34
ETNEaton Sells electrical equipment for data centers and the grid. 360.62 +1.8% −15.5% 41

How to read this page

AI runs on rented computing power, memory chips and electricity. Their prices are set every day by the companies that rent, make and sell them, and those prices reach the stocks before they reach any earnings report. This page puts each input next to the companies whose business depends on it.

The GPU rental index

The index follows what it costs to rent the data-center GPUs that AI work runs on: the H100, H200, B200 and A100 80GB. Every day we record each cloud’s and marketplace’s cheapest on-demand price for each card, per GPU per hour, and each of those is one price line. The index moves by the average change in the lines that quoted both today and on their previous day, so a provider starting, stopping or missing a day never moves it; only a change in someone’s price does. Marketplace medians built from fewer than three offers are left out. It started at 100 on the first day of our price history.

The H100 and B200 tiles show the cheapest on-demand rate, averaged over seven days, as the GPU price page does. Their change is measured the same like-for-like way as the index, because an average across providers jumps whenever one of them stops quoting.

The memory chip price

The DDR5 figure is what the eight chips in a standard 16GB stick cost on the spot market, from the weekly settlement of contracts on a regulated prediction market. The memory price page has the full history, the market’s odds for the months ahead and an official index going back to 2000.

Why these stocks

Each stock is listed with one line on how its business is tied to the input: it makes the chip, rents it out, publishes one of the prices we track, or sells the power. That is a statement about the business, not a view on the stock. Plenty of other companies are exposed to the same prices; these are the most direct links we can state plainly.

The comparison charts put each input against an equal-weight basket of its stocks, both set to 100 on the first day of the input’s history. Equal weight keeps the largest company from drowning out the rest. The charts show the two side by side and claim no cause: stocks also move on earnings, rates and everything else.

Power

New data centers need electricity the grid has to find. The power trackers show live demand and generation by grid, electricity prices by state, nuclear plants offline and the power plants being built and retired. Our grid history is still short, so this page doesn’t chart it yet.

Prices are indicative and refreshed daily; stock closes are delayed. This page is for information only and is not investment advice.