LIVE
QUEUE 438.0 GWDEMAND 62.5 GWAPPROVED 9,042 MWOBSERVED 3,883 MW|Investing.com BTIG names top data center REITs as AI demand surges - Investing.com|The Star Democrat Easton-based TeraWulf signs $19B AI data center lease with Anthropic - The Star Democrat|Mirage News Heat, Humidity Threaten AI Data Center Cooling - Mirage News|Propmodo Rural Landowners Cash Out as AI Data Center Demand Surges - Propmodo|Industrial Equipment N As Gas Plants Rise to Power AI, Renewable Energy Allies Are Fighting for Cleaner Alternatives - Industrial Equipment News|bgr.com The AI Data Center Boom Is Having An Unexpected Effect On Local Campers - bgr.com|Business Insider Meta says it's expanding the Louisiana AI data center that helped fuel $50K teacher bonuses - Business Insider|the Electrical Distrib AI Fuels Rapid Growth in US Hyperscale Data Center Market - the Electrical Distributor magazine|Shreveport Times How big will the Richland Parish data center be? Meta will expand AI center - Shreveport Times|DCD data center news 575-acre data center could be built near Calgary, Canada|TradingView PowerCell secures multi-MW Power Generation order for AI data center, valued at approximately SEK 30 million - TradingView|CBS News Georgia family says they're forced to sell home to help power AI data centers: "It's theft" - CBS News|PhillyBurbs See protesters push back against AI data center in Morrisville - PhillyBurbs|PhillyBurbs PECO, Amazon and others to answer questions about Falls data center - PhillyBurbs|NOLA.com Meta plans $40 billion expansion of Louisiana AI data center - NOLA.com|Fortune Meta's AI data center cost went from $10 billion to $50 billion in under 2 years—and split the town in two - Fortune|QUEUE 438.0 GWDEMAND 62.5 GWAPPROVED 9,042 MWOBSERVED 3,883 MW|Investing.com BTIG names top data center REITs as AI demand surges - Investing.com|The Star Democrat Easton-based TeraWulf signs $19B AI data center lease with Anthropic - The Star Democrat|Mirage News Heat, Humidity Threaten AI Data Center Cooling - Mirage News|Propmodo Rural Landowners Cash Out as AI Data Center Demand Surges - Propmodo|Industrial Equipment N As Gas Plants Rise to Power AI, Renewable Energy Allies Are Fighting for Cleaner Alternatives - Industrial Equipment News|bgr.com The AI Data Center Boom Is Having An Unexpected Effect On Local Campers - bgr.com|Business Insider Meta says it's expanding the Louisiana AI data center that helped fuel $50K teacher bonuses - Business Insider|the Electrical Distrib AI Fuels Rapid Growth in US Hyperscale Data Center Market - the Electrical Distributor magazine|Shreveport Times How big will the Richland Parish data center be? Meta will expand AI center - Shreveport Times|DCD data center news 575-acre data center could be built near Calgary, Canada|TradingView PowerCell secures multi-MW Power Generation order for AI data center, valued at approximately SEK 30 million - TradingView|CBS News Georgia family says they're forced to sell home to help power AI data centers: "It's theft" - CBS News|PhillyBurbs See protesters push back against AI data center in Morrisville - PhillyBurbs|PhillyBurbs PECO, Amazon and others to answer questions about Falls data center - PhillyBurbs|NOLA.com Meta plans $40 billion expansion of Louisiana AI data center - NOLA.com|Fortune Meta's AI data center cost went from $10 billion to $50 billion in under 2 years—and split the town in two - Fortune
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Data Center

WATCH

power · compute · buying · dependencies
ERCOT CAISO PJM MISO NYISO ISO-NE SPP
Get the weekly signal
Global data-center intelligence

Every rack casts a shadow.

Track facilities, current load, future requests, power-capacity gaps, component BOMs, buying intent, producer constraints, and the primary → secondary → tertiary dependencies that turn a greenfield site into an operating compute campus. Every number links to evidence.

ERCOT deep dive · evidence store · 2026-07-13
Initializing orbital network map…
15,512 data centers
PAN
drag · scroll
+/− · F full
Loading map detail…
Data centers: ATLAS · OSM · PeeringDB · FracTracker · Epoch AI. MW only when source-stated; ATLAS uses city centroids. Signals are observations, not project sites. Fiber arcs are simplified corridors.
1 → 150+ data centers / hex · world view
15,512data centers
7,790localities
32fiber arcs
179countries
15,512 sites signals 179 countries
lat — · lng — · alt —
Direct / operatingmetered load, fleet, realized capacity
Buyer / forwardRFPs, construction spend, queue requests
Producer / upstreamrevenue, trade, certification, backlog
Tertiary / constraintwater, permits, climate, community risk

Signal board

Every headline datapoint is a card. Click any card to jump to the underlying detail.

ERCOT large-load queue
future
438.0 GW
+94% vs. 2025
New submissions to 2036
future
140.0 GW
reported submissions still being processed
Queue attributed to data centers
future
90%
editorial feed signal · not a forecast
Approved to energize
process
9,042 MW
ERCOT · cumulative
Observed operational peak
live
3,883 MW
large loads actually drawing power
Queue not yet observed
gap
434.1 GW
gross backlog proxy · not a cancellation estimate
Power gap proxy
gap
263.1 GW
queue − fleet · 2.5× current nameplate
ERCOT demand, live
live
62.5 GW
EIA-930 · 2026-07-13T05Z · 36% of nameplate
Energy delivered
live
60,986 GWh
ERCOT · last 38 days
Operating generation fleet
live
174.9 GW
1 region · EIA-860/860M
Fuel + firming base
live
67.2 GW
Natural Gas · 38% · battery 15.9 GW
Flagship compute
live
1,742.0 PF
El Capitan · 29.6 MW · queue ≈ 14,807×
Compute efficiency
live
58.9 GF/W
134× since 2008
Data-center build cost
process
$11–11.3/W
full build / shell-and-core benchmarks
Cooling efficiency · best fleet
process
1.09 PUE
Google (global fleet-wid · broad avg 1.54
Next Batch Zero deadline
process
11 days
2026-07-24 · Batch Zero Load Information Form due t
Extreme-environment compute
coverage
38 records
21 deployed · 1 operating · 7 planned · 5 study · atmosphere 5, floating 6, lunar 1, ocean 7, orbit 8, underground 11
Data center jobs
process
170 open roles
employer ATS boards · Texas & remote
Worldwide DC facilities
coverage
27,403
15,512 geocoded · 179 countries · open sources
Facilities with disclosed MW
live
583 sites
Σ disclosed 240.5 GW · never estimated for gaps
Component buying profiles
coverage
5 source-locked
CPU · GPU · HBM · DIMMs · network · power · cooling
Buyer + producer feeds
future
25 added
RFPs · construction · revenue · trade · certification
Worldwide source registry
coverage
91 sources
buyer intent · producer supply · power · water · silicon
Coverage footprint
coverage
13 dependency layers
7/7 regions live · primary → tertiary

Worldwide facility registry 27,403 sites · open sources only · every row sourced

Worldwide facility layer assembled from open sources plus the full ATLAS directory (unrestricted use granted to Data Center Watch by the ATLAS IP team, 2026-07), OpenStreetMap (ODbL), PeeringDB interconnection campuses, FracTracker US operating/proposed inventory, and Epoch AI large AI campuses (CC BY 4.0). ATLAS coordinates are city-level centroids (labelled as such), not rooftop GPS. DataCenterMap and Baxtel remain catalogued only (commercial no-scrape). MW and H100-eq appear only when a source states them. Gaps stay empty. The globe plots every geocoded row; fiber arcs remain illustrative corridors.

Facility count by country label · incomplete where source omits country

Provenance mix · dual-count possible pre-dedup across sources

FacilityOperatorCountryCity / regionMWH100-eqStatusSource
Project JadeCrusoeUnited StatesCheyenne10.0 GWsuspendedFracTracker Alliance National Da
SoftBank Data Center/PORTS Technology CampusSoftbank/Open AI (unconfirmed)United StatesPiketon9,200 MWapproved/permitted/under conFracTracker Alliance National Da
Stratos Project, eastern parcelsUnited StatesSnowville9,000 MWapproved/permitted/under conFracTracker Alliance National Da
New Era Energy & Digital Data CenterUnited StatesLea County7,000 MWproposedFracTracker Alliance National Da
GW Ranch (Pacifico Energy)United StatesPecos County5,000 MWproposedFracTracker Alliance National Da
Homer City Energy CampusHomer City Redevelopment (with Kiewit as contractor/partner)United StatesHomer City4,500 MWapproved/permitted/under conFracTracker Alliance National Da
Shippingport Bruce Mansfield Data Center/Project PhoenixAligned Data CentersUnited StatesShippingport3,600 MWapproved/permitted/under conFracTracker Alliance National Da
Pittsylvania County Data CenterBalico LLCUnited StatesChatham3,500 MWcancelledFracTracker Alliance National Da
MSB Global Services Matrix Data CenterUnited StatesSulphur Springs3,000 MWproposedFracTracker Alliance National Da
Stak Energy Data CenterStakUnited StatesNorth Slope Borough3,000 MWproposedFracTracker Alliance National Da
Vermaland Data CenterVermaland LLCUnited StatesRed Rock3,000 MWproposedFracTracker Alliance National Da
Hobart Data CenterAmazonUnited StatesHobart2,400 MWapproved/permitted/under conFracTracker Alliance National Da
Tract Technology CampusVALCO HANOVER COUNTYUnited StatesAshland2,400 MWproposedFracTracker Alliance National Da
Adams Fork Harless Data CenterTransGas Development, LLCUnited StatesHolden2,398 MWproposedFracTracker Alliance National Da
Adams Fork Wharncliffe Data CenterTransGas Development, LLCUnited StatesWharncliffe2,398 MWproposedFracTracker Alliance National Da

Showing top 80 by disclosed power / connectivity density of 27,403. Full machine-readable export: JSON · CSV · 15,512 geocoded · 583 with MW · 179 countries.

Buildout dependency map the chain behind every new data center

Coverage model: what we already observe, what should be ingested next, and where a power story becomes a land, water, equipment, labor, capital, or community story. Green dots are tracked; violet dots are catalogued for ingestion.

News monitor daily crawl · headline links only · source first

The ticker is fed by an automated RSS crawl across grid, energy, data-center, HPC, and large-load sources. Headlines link to the original publisher; Data Center Watch does not copy article bodies.

Live activity console automation, subscribers & new postings · polled ~60s

A public, no-PII feed of what the automation behind Data Center Watch is doing right now — pipeline refresh runs, curator/audit agent outcomes, new job postings, and anonymized subscriber signups. This never shows an email address.

gridwatch@vps:~$ tail -f activity.json
connecting…

Grid pulse hourly demand + daily peaks · EIA-930

Actual system demand — not interconnection requests. Crosshair cursors, ±1σ band, mean reference, scientific axes. Gaps stay empty — nothing is interpolated.

μ / σ / range from observed hours only · brush + scroll to zoom · EIA-930

Daily peak by balancing authority · fixed categorical colors · nulls not filled

Interconnection queues latest verified totals · ERCOT history

Step series · queue jumps only at published decks · no interpolation between months

Approved vs observed · realization % = observed ÷ approved when both exist

RegionTotal queueAs of
ERCOT438.0 GW2026-03-31

Generation capacity actual in-service fleet · EIA-860/860M

Nameplate capacity by fuel — what is built, not what is requested. Complements the queue charts above.

Nightingale rose · nameplate MW share · EIA-860/860M

Lollipop fleet map · operating nameplate by region

RegionMWAs of
ERCOT174.9 GW2026-04
ERCOT fuelMWShare
Natural Gas67.2 GW38%
Wind40.0 GW23%
Solar31.6 GW18%
Battery Storage15.9 GW9%
Coal13.4 GW8%
Nuclear5,139 MW3%
Oil/Diesel798 MW0%
Hydro549 MW0%
Other/Biomass374 MW0%

Industry benchmarks every figure independently verified against its primary source

Lower is better · reference line at industry ~1.5 PUE · source-linked table below

CapEx per watt

Entity$/WAs ofSource
1x1 combined-cycle gas turbine plant (generation side, not the data center building)$0.92/W2023GridLab / Energy Futures Group / Halcyon, citing EIA (Sargent & Lundy cost study)
Traditional prime markets, full build (shell + M&E + cooling + fit-out)$11.00/W2025-2026CBRE Investment Management, citing Turner & Townsend Data Center Cost Index
Global average (shell-and-core construction)$11.30/W2026 (forecast)JLL

Cooling — PUE table

EntityPUEAs ofSource
Google (global fleet-wide)1.092025Google (datacenters.google)
AWS (global fleet-wide)1.142025Amazon.com Inc. (Amazon Sustainability)
US national average (all data center types)1.402023Lawrence Berkeley National Laboratory — 2024 United States Data Center Energy Usage Report (LBNL-2001637)
Global industry average (Uptime Institute Global Data Center Survey 2025, n=681)1.542025Uptime Institute (Uptime Intelligence)

DC share of annual grid electricity

EntityShareAs ofSource
United States — all data centers (649 TWh reference case)11.8% of total U.S. electricity use2030 (reference forecast)Lawrence Berkeley National Laboratory — United States Data Center Energy Usage Report: 2025 Update
Ireland — all grid-connected data centers (7.663 TWh metered)23.0% of total metered electricity consumption2025Central Statistics Office Ireland — Data Centres Metered Electricity Consumption 2025
United States — all data centers (176 TWh estimated consumption)4.4% of total U.S. electricity use2023Lawrence Berkeley National Laboratory — 2024 United States Data Center Energy Usage Report

Buildout & dependency chain

MetricEntityValueAs ofSource
Capacity auction clearing pricePJM RTO (2027/2028 Base Residual Auction; up from $329.17 in 2026/27)333.44 USD/MW-day2027/2028 delivery year (BRA report published 2025)
Contracted large-load capacityIreland — data centers + other new-technology loads, transmission contracts2,000 MW2025-08
Data-center capacityNew Zealand — data-center capacity (median scenario)400 MW2035 (forecast)
Data-center energy shareIreland — data centers + new-technology loads (median scenario)30.0% of electrical energy requirements2032 (forecast)
Projected data-center load growthPJM — projected data-center load growth (up to)30.0 GW2030 (forecast)

Infrastructure scoper CPU · GPU · HBM · DIMMs · power train · cooling loop

Translate a compute-power target into a first-pass equipment envelope using primary manufacturer specifications. Reported facts and derived arithmetic are labelled separately; unknowns stay unknown.

AI factory sizing console

Fast screening for owner briefs, buying plans, and early RFP scope — not electrical or mechanical design.

source lockedtransparent mathno gap filling
Deployment unitsCeiling of target ÷ published unit power
AcceleratorsPhysical GPU / OAM count
Host CPUsOnly when the profile states them
Accelerator memoryDecimal PB of HBM
Facility demandCompute target × PUE
Utility serviceFacility MW ÷ power factor
Backup generator unitsInstalled screen ÷ selected genset MW
Cooling-loop flowWater equivalent at selected ΔT; not consumption
Annual site energyAt full target, 8,760 hours
Loading the source profile…

Screening formulae · units = ceil(target MW × 1,000 ÷ unit kW) · facility MW = target × PUE · utility MVA = facility MW ÷ PF · loop gpm = target MW × 3,412,142 ÷ (500 × ΔT). N+1 is a user-selected 1.25× allowance, not an engineered topology. Water consumption is never inferred from loop flow.

RFP handoff envelope

The calculator starts the brief; these six packages keep scope gaps from becoming change orders.

01 · Workload + BOMCPU/GPU model and quantity, HBM, DIMM population, storage tiers, NIC/DPU ports, oversubscription, rack growth and firmware support.
02 · Primary powerUtility service voltage/MVA, feeders, substation and transformers, fault duty, metering, protection, harmonics, energization and long-lead alternates.
03 · Secondary distributionUPS topology, switchgear, busway/PDU, static transfer, battery runtime, redundancy boundary, efficiency curves, arc-flash study and maintainability.
04 · Tertiary resilienceGenerator blocks, fuel autonomy, emissions family, air/noise permit, BESS/black start, load steps, paralleling, controls, spares and test load.
05 · Thermal + waterRack inlet/return, liquid fraction, CDU count, loop ΔT/pressure, chillers/towers/dry coolers, heat rejection, free cooling, WUE, withdrawal and discharge.
06 · Acceptance + commercialBasis of design, submittals, approved equals, FAT/SAT, integrated systems test, commissioning, telemetry, warranty, service SLA and capacity-delivery dates.

Component BOM library manufacturer facts, explicit arithmetic, honest unknowns

NVIDIA · full rackreported + derived

GB300 NVL72

72GPU36CPU20.7 TBaccelerator memory142.0 kWpower basis

Cooling · Direct liquid cooling at the rack/compute-tray level

Memory / DIMMs · Grace uses soldered LPDDR5; 1 TB aggregate CPU main memory per compute tray, not field-replaceable DIMMs.

Network · Derived rack total: 72 x ConnectX-8 HCAs and 18 x BlueField-3 DPUs from the per-tray specification.

142 kW is a published maximum for the full rack, not a measured workload average. Memory uses decimal GB. Storage count excludes management nodes and external storage. Installed PSU nameplate capacity must not be treated as rack draw.

NVIDIA Enterprise Reference Architecture: GB300 NVL72 Components ↗
NVIDIA · compute traymanufacturer reported

GB300 NVL72 compute tray

4GPU2CPU1.2 TBaccelerator memorynot disclosedpower basis

Cooling · Direct liquid cooling

Memory / DIMMs · 1 TB aggregate LPDDR5 CPU main memory across two Grace CPUs; no replaceable DIMM population is specified.

Network · 4 x ConnectX-8 HCAs and 1 x BlueField-3 DPU per compute tray.

A tray is a component of the NVL72 system rather than a standalone server bill of materials. The five-device count is 1 M.2 OS device plus 4 E1.S NVMe cache devices and does not express capacity.

NVIDIA Enterprise Reference Architecture: GB300 NVL72 Components ↗
NVIDIA reference design · control nodereported + derived

Recommended x86 control node for GB300 NVL72 AI Factory

0GPU2CPU0 GBaccelerator memorynot disclosedpower basis

Cooling · Not prescribed; depends on the selected OEM control node

Memory / DIMMs · 8 x 64 GB DDR5 DIMMs = 512 GB.

Network · 4 x ConnectX-7 200 Gb/s adapters.

The architecture recommends 12 management/control nodes, but this profile describes one node. CPU wording follows the reference configuration; it is not an endorsement of a particular CPU vendor or SKU.

NVIDIA Enterprise Reference Architecture: GB300 NVL72 Components ↗
AMD · oam acceleratormanufacturer reported

Instinct MI355X accelerator

1GPU0CPU288 GBaccelerator memory1.4 kWpower basis

Cooling · Platform implementation may use passive or active cooling

Memory / DIMMs · 288 GB HBM3E accelerator memory; no host DIMM requirement is defined by the accelerator page.

Network · PCIe 5.0 x16 host interface; fabric and NIC design are platform-specific.

Do not use 1.4 kW as server or rack input power. AMD also reports 8 TB/s peak memory bandwidth and 185 billion transistors; neither is a facility-load metric.

AMD Instinct MI355X accelerator specifications ↗
AMD · eight accelerator screening profilereported + derived

8 x Instinct MI355X accelerator platform

8GPUCPU2.3 TBaccelerator memory11.2 kWpower basis

Cooling · OEM/platform-specific; both passive and active accelerator implementations are supported

Memory / DIMMs · 2,304 GB aggregate HBM3E is derived; host CPU memory and DIMM population are unspecified.

Network · Host, scale-up fabric, NIC, DPU, and switch requirements are not included.

This is transparent screening arithmetic, not an AMD server BOM. It omits CPUs, DIMMs, storage, networking, cooling auxiliaries, PSUs, conversion losses, and redundancy; it cannot be compared directly with the complete 142 kW NVL72 rack rating.

AMD Instinct MI355X accelerator specifications ↗
ERCOT deep dive

Upcoming Batch Zero deadlines

  • 2026-07-24 — Batch Zero Load Information Form due to ERCOT

Watch feed

2026-07-24 batch zero deadline

Batch Zero Load Information Form due to ERCOT

Interconnecting TSPs must submit the Batch Zero LIF workbook, Dynamic Stability Study Form, and Section 9.2.1.2/9.2.1.4 attestations to BatchZero@ercot.com source

2026-07-10 batch zero deadline

Form X / Form W / most ILLE attestations due

ILLEs must submit Form X (WLPUN designation), Form W (PCLR commitment), and Section 9.2.1.1 attestations to their interconnecting DSP/TSP source

2026-06-18 regulatory

PUCT approves Batch Zero rules

PUCT approved rules for ERCOT to review an initial batch of large-load interconnection requests (75+ MW), including a $50,000/MW fee structure source

2026-03-31 queue update

Large-load queue reaches 438 GW

ERCOT tracking 438 GW of large-load requests; ~90% from data centers; 198 GW applied in Q1 2026 alone source

2026-03-13 queue update

137 new LLI submissions totaling ~140 GW by 2036

ERCOT reported receiving 137 new LLI submissions totaling approximately 140,000 MW of new large load by 2036, still being processed source

2025-11-30 queue update

Queue nearly quadruples year-over-year

226 GW of large-load interconnection requests, up from 63 GW twelve months earlier; 73% from data centers source

Snapshot table

MonthTotal queueApprovedObserved peakSource
2026-03-31438.0 GW9,042 MW3,883 MWUtility Dive / PUCT; ERCOT Mar 2026 TAC report
2025-11-30226.0 GWERCOT public data via davefriedman.substack.com
2025-03-319,042 MW3,883 MWERCOT LLI Status Update Mar 2026 (TAC)
2024-11-3063.0 GWERCOT public data via davefriedman.substack.com
2024-01-3139.3 GW4,479 MW2,587 MWERCOT LLI Status Update Jan 2024
2023-12-3139.2 GW4,479 MW2,432 MWERCOT LLI Status Update Jan 2024
2023-10-3139.3 GW3,926 MW2,379 MWERCOT LLI Status Update Jan 2024
2023-09-3039.6 GW3,926 MW2,379 MWERCOT LLI Status Update Jan 2024
2023-08-3142.5 GW3,744 MW2,347 MWERCOT LLI Status Update Jan 2024
2023-07-313,084 MW2,336 MWERCOT LLI Status Update Jan 2024
2023-05-3141.8 GW2,620 MW2,072 MWERCOT LLI Status Update Jan 2024
2023-04-3039.6 GW2,570 MW2,013 MWERCOT LLI Status Update Jan 2024
2023-03-3139.4 GW2,570 MWERCOT LLI Status Update Jan 2024
2022-04-3017.4 GWERCOT LLI Status Update Jan 2024

Compute per megawatt worldwide · TOP500 flagship systems

Dual axis · log efficiency (Gflops/W) + HPL power (MW) · measured as published, never estimated

Flagship TOP500 efficiency improved 134× from 2008 to 2024 — a doubling every ~2.3 years. The ERCOT large-load queue nearly doubled in the last twelve months alone. Efficiency isn't going to save the grid: today's 438.0 GW queue equals ~14,807 copies of El Capitan, the most powerful computer on the TOP500.

ListSystemCountryHPL RmaxPowerGflops/W
2024-11El CapitanUnited States1,742.0 PF29.6 MW58.89
2024-06AuroraUnited States1,012.0 PF38.7 MW26.15
2022-06FrontierUnited States1,102.0 PF21.1 MW52.23
2020-11FugakuJapan442.0 PF29.9 MW14.78
2019-06SummitUnited States148.6 PF10.1 MW14.72
2016-06Sunway TaihuLightChina93.0 PF15.4 MW6.05
2013-06Tianhe-2China33.9 PF17.8 MW1.90
2012-11TitanUnited States17.6 PF8.2 MW2.14
2011-11K computerJapan10.5 PF12.7 MW0.83
2009-11JaguarUnited States1.8 PF7.0 MW0.25
2008-06RoadrunnerUnited States1.0 PF2.3 MW0.44

Extreme-environment compute ledger orbit · ocean · floating · underground · atmosphere · polar

Documented data centers, computing payloads, and proposals in non-standard environments — including Antarctic research IT (McMurdo IT&C, IceCube, South Pole Telescope). Communications platforms and edge systems are labelled when they are not full data centers; no unpublished MW is inferred. Commercial hyperscale does not operate on the Antarctic continent under the Treaty System.

deployed commercial cloud deviceorbit · LEO

AWS Snowcone on Ax-1

Axiom Space · International Space Station

Commercial cloud device operationalized aboard the ISS in 2022; commercial AI inference conducted in orbit. Edge device, not a full data center.

As of 2022-04 · Axiom Space

deployed research prototypeorbit · LEO

AxDCU-1

Axiom Space · International Space Station

Data Center Unit-1 powered by Red Hat Device Edge; cloud computing, AI/ML, data fusion, and space-cybersecurity test applications.

As of 2025 fall · Axiom Space

deployed commercial nodesorbit · LEO

Orbital Data Center nodes 1–2

Axiom Space · Free-flying low Earth orbit nodes

First two dedicated orbital data-center nodes launched January 11, 2026; 2.5 Gbps-capable optical intersatellite links.

As of 2026-01 · Axiom Space

deployed research systemorbit · LEO

Spaceborne Computer-2

NASA + Hewlett Packard Enterprise · International Space Station

HPE ProLiant DL360 server plus Edgeline 4000 server; research and commercial edge-compute validation.

As of 2025-02 · NASA Spinoff

deployed technology demonstratororbit · LEO

Starcloud-1

Starcloud · Low Earth orbit

First NVIDIA H100 GPU in orbit; company reports Gemini inference and nanoGPT training in space.

As of 2025-11 · Starcloud

planned orbital nodeorbit · LEO

AxODC Node ISS

Axiom Space · International Space Station

Planned additional ISS ODC node; Axiom says it plans at least three interconnected ODC nodes by 2027.

As of 2027 target · Axiom Space

planned commercial missionorbit · LEO / SSO

Starcloud-2

Starcloud · Sun-synchronous orbit

GPU cluster; persistent storage; 24/7 access; proprietary thermal and power systems in a smallsat form factor.

As of 2027 target · Starcloud

studyorbit · feasibility study

Space-Based Data Centres study

European Space Agency · ESA Discovery and Preparation study

Generic space-data-centre architecture and simulation; the work examines technical operational and economic constraints before mission approval.

As of 2024-05 · ESA Discovery and Preparation

Worldwide connection & buildout sources 91 primary and authoritative feeds · buyer + producer + physical system

Project queues, product certification, server/UPS/storage/network BOMs, water and emissions, tenders, trade, construction, supplier revenue, climate, and physical risk. Each card states its signal, cadence, access path, and authority so a forecast is never mistaken for a transaction or a certified model.

25new research feeds1backup power1climate3compute1construction demand1cooling1environmental permits1equipment compliance1facility performance1grid carbon2grid demand1grid pipeline1network1physical risk2power2procurement1project pipeline1storage1supplier demand1trade1water
air permitsVirginia

Virginia DEQ issued air permits for data centers

Statewide registry of every air permit issued to a data center in Virginia (backup diesel-generator permits): site name, registration number, issuance date, program type and county, with 198 rows as of July 6, 2026. Bot-blocked; scraping requires a browser-like session.

Virginia Department of Environmental Quality · facility-level, per permit

updated roughly monthly with explicit as-of date · public

atmospheric compute studyAtmosphere / stratosphere

Data Center-Enabled High Altitude Platforms research

Research proposal for a flying data-center-enabled high-altitude platform, including energy, solar, thermal, communication, and offloading analysis. It is a study, not a deployment record.

Academic research proposal · Academic system proposal and model

Published research; no commercial deployment identified · public

atmospheric edgeStratosphere / global

Airbus / AALTO Zephyr HAPS

Primary platform source for the solar-electric Zephyr HAPS operating above 60,000 feet with earth-observation and connectivity payloads. It is tracked as an airborne compute-adjacent platform, not a data center.

Airbus / AALTO · Aircraft / stratospheric payload platform

Months-long endurance demonstrated; commercial service and payload status evolve · public

atmospheric edgeStratosphere / Japan

SoftBank HAPS / Sceye stratospheric platform

Primary HAPS source covering Sunglider testing at 19 km, Sceye long-duration platform, solar power, payloads, and planned pre-commercial communications service. HAPS is tracked as atmospheric edge infrastructure, not a full data center.

SoftBank Corp. · Aircraft / HAPS platform and communications payload

Flight-tested; pre-commercial service targeted for Japan in 2026 · public

backup_powerVehicles, engines, and equipment subject to U.S. EPA certification

EPA Annual Engine and Equipment Certification Data

Lets backup-generator RFPs connect engine families to certified emissions characteristics before air-permit screening.

U.S. Environmental Protection Agency · Certified engine families, manufacturers, fuels, power classes, emissions standards, and compliance attributes.

Interactive data updated daily; downloadable files generally quarterly · Public dashboard and spreadsheet downloads

capacity + congestionNetherlands

Netbeheer Nederland national capacity map + large-user queue

National capacity map for large users: available transport capacity, congestion, queue counts, and requested MW by supply area. It is a constraint and connection-readiness source, not a data-center project list.

Netbeheer Nederland · Feeding area / municipality; large-consumer connection capacity

Map and queue data updated monthly · public

capacity pricesPJM (13 US states + DC)

PJM RPM Base Residual Auction results

Official PJM capacity-market auction library with results, supply curves and planning parameters for every delivery year back to 2007/08. The 2027/2028 BRA cleared at $333.44/MW-day RTO-wide (up from $329.17), with total cleared-capacity cost of $16.4B.

PJM Interconnection · per-auction, by locational deliverability area and resource type

annual auctions with per-auction reports · public

capex disclosureUS-listed companies (global operations)

SEC EDGAR XBRL API — hyperscaler and DC-REIT capex

Free JSON APIs over every SEC filing: the XBRL company-concept endpoint returns full quarterly time series of tagged line items such as purchases of property and equipment for Microsoft, Alphabet, Amazon, Meta and the data-center REITs. Filings appear within minutes of release; a descriptive User-Agent header is required.

U.S. Securities and Exchange Commission · company, quarterly line item

real-time as filed (quarterly for earnings) · public API

capex trackerglobal

Synergy Research hyperscale capex and capacity articles

Paid-tracker firm publishing headline numbers free in its article stream: hyperscale operator capex of $142B in Q3 2025, 1,297 hyperscale data centers worldwide with 770 in pipeline, and US share of hyperscale capacity at 55%.

Synergy Research Group · global aggregates by operator class; quarterly data points

several articles per month, quarterly after earnings season · public summary

climateUnited States and global observing stations, dataset-dependent

NOAA Climate Data Online Web Services

Supports free-cooling hours, design-day temperature, evaporative-water stress, flood/precipitation, and long-run climate-normal comparisons.

NOAA National Centers for Environmental Information · Station-level temperature, precipitation, normals, extremes, and weather observations.

Daily observations with periodic quality control and normals updates · Public token-authenticated REST API and downloads

computeAMD Instinct MI355X accelerator

AMD Instinct MI355X Specifications

Enables transparent GPU-only load and memory arithmetic while exposing what a full platform RFP still must specify.

AMD · OAM accelerator TBP, HBM3E capacity/bandwidth, host interface, and thermal implementation options.

Manufacturer product lifecycle · Public product specification page

computeENERGY STAR-certified enterprise server models sold in the United States

ENERGY STAR Certified Enterprise Servers

Turns CPU, memory, PSU, and measured efficiency claims into a comparable machine-readable buying universe.

U.S. Environmental Protection Agency · Model-level processor/socket, ECC memory, power-supply, idle-power, active-efficiency, and configuration records.

Continuously maintained product registry · Socrata API and CSV export

computeGB300 NVL72 AI factory reference design

NVIDIA GB300 NVL72 Enterprise Reference Architecture

Provides a defensible bridge from AI capacity targets to rack count, memory, network ports, liquid cooling, and electrical scope.

NVIDIA · Rack and tray BOM: GPU/CPU counts, HBM and CPU memory, NVMe, network adapters, power shelves, cooling, and rack maximum power.

Versioned architecture documentation · Public HTML documentation

connection capacityGreat Britain

National Grid ESO / NESO Connections 360

Maps signed connection projects and high-/low-voltage sites with contracted capacity. It can inform location and queue diligence for large loads, but it does not publish a data-center-specific queue and access requires registration.

National Energy System Operator (NESO) · Site / contracted-project connection data; Great Britain

Continuously updated as contracted projects are processed · registration required

construction spendingUnited States

Census Construction Put in Place — data center line item

Official monthly survey of US construction spending with a dedicated private 'Data center' line, published as machine-readable XLSX (seasonally adjusted annual rate plus unadjusted history). May 2026 preliminary shows $59.3B SAAR, exceeding all general office construction.

U.S. Census Bureau · national line item, monthly USD millions (SAAR and NSA)

monthly (~1st business day, two-month lag) · public

construction_demandUnited States

U.S. Census Construction Spending (VIP) API

Provides the clearest official monthly buyer-side index of dollars flowing into U.S. data-centre construction.

U.S. Census Bureau · Monthly value of construction put in place, including the explicit private data-centre construction series.

Monthly · Public Census timeseries API; API key policy applies

coolingParticipating datacom cooling product families

AHRI Datacom Cooling Certification Directory

Moves cooling RFPs from marketing claims toward comparable, third-party-certified thermal performance.

Air-Conditioning, Heating, and Refrigeration Institute · Independently certified capacities and ratings for datacom cooling equipment under the DCOM program.

Continuously maintained certification program · Public certification program and directory links

cooling surveyglobal

Uptime Institute Cooling Systems Survey

Annual survey (1,033 respondents in 2025) of data-center cooling technology mix, including direct liquid cooling adoption at 22% of organizations, DLC drivers and barriers, and the rack-density threshold at which operators expect air cooling to fail.

Uptime Institute · industry-wide survey shares, some regional/sector crosstabs

annual · public summary

crypto load proxyworldwide, with US state breakdown

Cambridge Bitcoin Electricity Consumption Index (CBECI)

Daily model-based estimate of Bitcoin network electricity consumption with a free CSV download API (134.19 TWh annualised best guess as of 2026-07-11) and a companion mining map with country and US-state hashrate shares. CC BY-NC-SA licensed.

Cambridge Centre for Alternative Finance, University of Cambridge · daily min/max/best-guess annualised TWh; mining map by country and US state

daily · public API

data-center connectionIreland

EirGrid data-center demand connections (DCCOPP v3)

Official data-center connection policy, application form, technical assessment, constrained-area criteria, demand fees, maximum-import-capacity process, and energisation prerequisites. Individual applications are not published as a public queue.

EirGrid / SONI · Data-center demand connection process; transmission and qualifying distribution demand

Policy and application material revised as CRU directions change · public

demand projectionglobal (US/China/Europe breakouts)

IEA Energy and AI report

IEA's dedicated study of data-centre and AI electricity demand: ~415 TWh consumed globally in 2024 (~1.5% of world electricity), projected to ~945 TWh by 2030, with US at 45% of 2024 consumption and China at 25%. Underlying dataset downloadable from the report page.

International Energy Agency · global and regional TWh, scenario-based to 2030/2035

flagship report with annual refreshes via World Energy Outlook · public

demand responseTexas (ERCOT)

ERCOT Emergency Response Service procurement results

ERCOT's paid emergency curtailment program in which qualified loads commit MW deliverable in 10 or 30 minutes, procured four times per year; awarded MW and cost by service type are posted per contract term via the NP3-144-M data product.

ERCOT · per contract term by service type and time period, awarded MW and cost

4x per year · public

efficiency registryEuropean Union

EU Energy Performance of Data Centres reporting scheme (EED Art. 12)

Mandatory EU-wide reporting scheme requiring every data centre with >=500 kW IT demand to report PUE, WUE, energy-reuse and renewable factors to a European database each May, with an aggregated public dashboard and periodic assessment report. Commission reporting puts EU data-centre electricity use at 70 TWh in 2024.

European Commission, DG Energy · per-facility reporting, published as EU/member-state aggregates

annual (reports due 15 May; dashboard updates follow) · public summary

energy modelUnited States

LBNL 2024 United States Data Center Energy Usage Report

DOE-commissioned bottom-up model of US data-center electricity use: 176 TWh in 2023 (4.4% of US electricity), projected to 325-580 TWh (6.7-12%) by 2028, with server/storage/network/cooling component breakdowns. Companion free benchmarking tools (DC Pro, PUE estimators) hosted on the same site.

Lawrence Berkeley National Laboratory / U.S. DOE · national totals with component breakdown and scenario ranges

periodic report (latest Dec 2024) · public

environmental_permitsU.S. federally regulated facilities and delegated state-program records

EPA ECHO Web Services

Creates a repeatable environmental diligence layer around candidate campuses, generators, cooling discharge, and nearby industrial burden.

U.S. Environmental Protection Agency · Facility-level air, water, waste, inspection, enforcement, and compliance records.

Agency-system refreshes; varies by program · Public JSON/XML web services and bulk downloads

equipment trackerglobal

Dell'Oro Group press room — data center infrastructure trackers

Free press releases carrying hard numbers from paid quarterly trackers: data center physical infrastructure (power/cooling) revenue ~$12B in 1Q 2026 (+28% YoY, thermal management +~50%), and data center semiconductor/component revenue +116% YoY.

Dell'Oro Group · market segment (power, cooling, switches, semis) per quarter

multiple releases per month, quarterly per tracker · public summary

equipment_complianceFederally regulated commercial and industrial equipment

DOE Compliance Certification Database

A procurement-grade cross-check for whether specified power and mechanical equipment has filed required federal certifications.

U.S. Department of Energy · Manufacturer-submitted certification reports for regulated equipment, including efficiency and model-family declarations.

Rolling manufacturer submissions · Public certification database and downloadable reports

facility pipelineVirginia

Piedmont Environmental Council Virginia data centers map

Continuously maintained ArcGIS web map of existing, under-construction and proposed data centers across Virginia, compiled from county land-use filings, with a companion diesel-generator air-quality map. A regional nonprofit tracker, but widely cited as the de-facto state dataset.

Piedmont Environmental Council · parcel/project-level (existing / under construction / proposed)

rolling updates as land-use applications are filed · public

facility_performanceEU data centres within the directive's reporting scope

EU Data Centre Energy Performance Reporting Database

Creates a mandatory, comparable facility-performance layer spanning electricity, water, efficiency, and waste-heat indicators.

European Commission · Reported energy and water footprints plus aggregated EU data-centre performance indicators.

Annual reporting under the Energy Efficiency Directive framework · EU reporting database and public aggregate dashboard

factory ordersUnited States

Census M3 — electrical equipment new and unfilled orders (NAICS 335)

Monthly Manufacturers' Shipments, Inventories and Orders survey with downloadable XLSX tables breaking out NAICS 335 electrical equipment: May 2026 advance shows new orders of $18.4B and unfilled orders of $54.6B (+5.9% YoY NSA).

U.S. Census Bureau · national, by NAICS industry group

monthly (advance ~4 weeks after month end) · public

forecast + connection reportingNew Zealand

Transpower Te Kanapu data-center insights + connection reporting

System-planner data-center capacity scenarios and connection diligence. The companion connection-reporting process records proponent, site, coordinates, capacity, projected demand, commissioning date, and project stage; detailed portal access is controlled.

Transpower New Zealand · National data-center scenarios and project connection reporting

Te Kanapu insights are point-in-time; customer reporting updates with material changes · controlled access

forecast + firm capacitySingapore

Singapore Demand & Supply Outlook / new generation RFP

Primary demand-and-supply planning and firm-generation procurement signal. EMA identifies data centers and semiconductors as high-demand drivers; it does not identify individual data-center projects.

Energy Market Authority (EMA) · National demand and firm-generation procurement

Annual outlook; RFP schedule and awards as released · public

forecast + large-load validationPJM — United States

PJM data-center forecast + load adjustment evidence

Current long-term forecast report, tables, data workbook, data-center accuracy report, and load-adjustment evidence. PJM vets large-load requests for commitments and double-counting; this is a forecast and validation source rather than a public queue.

PJM Interconnection · PJM zone / load-serving entity / 20-year demand forecast

Annual forecast with current data workbooks and stakeholder materials · public

forecast + system planAustralia

AEMO digital-demand integration + 2026 Integrated System Plan

Official system-planning entry point for data-center demand integration, connection processes, forecast development, and the 2026 ISP modelling/data workbooks. It is a planning source, not a public project queue.

Australian Energy Market Operator (AEMO) · National Electricity Market and Wholesale Electricity Market planning

2026 ISP published June 2026; planning cycle and supporting data updated regularly · public

grid_carbonU.S. electric power sector

EPA Emissions & Generation Resource Integrated Database (eGRID)

Supports location-based carbon, marginal procurement context, and grid-resource-mix comparisons without relying on vendor sustainability claims.

U.S. Environmental Protection Agency · Plant, balancing-authority, state, and grid-subregion generation, fuel mix, emissions, and emissions-rate data.

Annual edition with periodic revisions · Public workbooks, files, and explorer tools

grid_demandU.S. balancing authorities and planning areas subject to Form 714

FERC Form No. 714

Adds hourly and forecast load context for testing whether data-center requests are large relative to the system that must serve them.

Federal Energy Regulatory Commission · Balancing-authority hourly system demand, peak-load forecasts, planning areas, and transmission-planning information.

Annual filing · Public bulk data and filing downloads

grid_demandU.S. electric utilities and balancing authorities

EIA Form 861 Electricity Data

Provides the denominator and utility-level context needed to compare proposed hyperscale load with existing customers, sales, and programs.

U.S. Energy Information Administration · Utility service territory, sales, revenue, customers, demand response, distributed generation, and reliability records.

Annual, with early-release and final files · Public spreadsheets and EIA API products

grid_pipelineNational Electricity Market, with current concentration in New South Wales and Victoria

AEMO Data Centre Connection Pipeline

Offers a rare operator-published leading indicator: projects in application, approval, and implementation before they appear in metered demand.

Australian Energy Market Operator · Large data-centre connection projects by stage, aggregate maximum demand, and state concentration.

Quarterly Energy Dynamics reporting · Public report PDF and agency news summary

historical load + generationUnited States

NREL ARPA-E PERFORM load, wind, and solar profiles

Time-coincident load, wind, and solar generation profiles. ERCOT actuals cover 2017-2018; NYISO/MISO/SPP actuals cover 2018-2019. Includes deterministic and probabilistic forecasts for existing sites and projected capacity-growth scenarios derived from interconnection-queue proposals.

National Renewable Energy Laboratory (NREL), via OpenEI · 5-minute resolution time series

Static historical archive (published 2022-08-18; last revised 2022-10-06) · public

interconnection queueUnited States

LBNL Queued Up: US interconnection queue dataset

The canonical US-wide interconnection-queue dataset covering all 7 ISOs/RTOs plus ~50 non-ISO utilities (~98% of US generating capacity), with project-level Excel data on capacity by fuel, status, region, queue duration and completion rates. The 2026 edition covers ~8,200 active projects with data through end-2025.

Lawrence Berkeley National Laboratory · project-level, by fuel, status, region, cohort year

annual (data file ~May, report ~June) · public

large-load operationsCentral United States

MISO large-load operational forecasting requirements

Operator requirements and planning context for non-conforming large loads, including data centers and advanced manufacturing. Useful for operational-readiness signals; it is not a public, project-level queue.

Midcontinent Independent System Operator (MISO) · Large-load operational forecasting requirements

Current stakeholder / operator guidance · public

large-load queueItaly

Terna Econnextion grid connection requests dashboard

Monthly dashboard of high-voltage connection requests to the Italian grid that explicitly breaks out data centers as a consumer-load category, with request counts, GW and authorisation status navigable to regional/provincial level. Bulk files available via the portal's Download Center.

Terna (Italian TSO) · request-level aggregates by category, region/province and status

monthly · public

large-load queueNew York (NYISO)

NYISO interconnection queue (incl. load facilities)

Public interconnection queue spreadsheet whose scope explicitly includes new and materially modified load facilities alongside generation and transmission, with queue position, MW, zone, status and dates per project.

New York ISO · project-level (MW, type incl. load, zone, status, dates)

continuously maintained spreadsheet · public

large-load queueNorway

Statnett capacity reservations + mature connection queue

Transmission-system connection data published from Statnett’s connection database: reserved capacity and mature queue projects by company, industry category, MW volume, location, and planned completion. Category filtering can surface data-center / industrial demand where disclosed.

Statnett · Project / customer / industry category / capacity reservation

Updated as Statnett releases connection-database statistics · public

large-load queueTexas — United States

ERCOT Large Load Interconnection (LLI) + LLWG

Project-scale large-load request workflow, study and fee milestones, energisation path, status materials, and committee records. This is the current deepest public data-center / large-load queue in the registry.

Electric Reliability Council of Texas (ERCOT) · Large-load applications and committee materials; Texas interconnection system

As released by ERCOT and the Large Load Working Group · public

large-load queue + adequacyIreland and Northern Ireland

EirGrid / SONI large-demand system evidence

Primary system-operator paper with operating data-center peak demand, contracted capacity, demand share, connection applications, technical constraints, and 2032 adequacy scenarios. Some figures combine data centers with other new-technology loads and are labelled that way in Grid Watch.

EirGrid / SONI · All-island system and transmission-demand evidence

Point-in-time paper (November 2025); follow EirGrid/SONI for revisions · public

market vacancyglobal (~16 major markets, North America detail)

CBRE Global and North America Data Center Trends

Free brokerage research with market-by-market vacancy, net absorption MW, under-construction MW and asking-rate trends; the 2026 edition reports North America top-4 net absorption of 2,236 MW in Q1 2026 and Northern Virginia vacancy of 0.3%.

CBRE Research · metro market level (vacancy %, absorption MW, supply MW)

annual global edition plus semiannual North America edition · public summary

memory disclosureUnited States / global

Micron quarterly results via SEC EDGAR

Quarterly earnings 8-Ks on EDGAR with detailed HBM product and supply disclosures; FQ3-2026 revenue was $41.46B vs $9.30B a year earlier, with HBM4 in high-volume shipment and FQ4 guidance of ~$50B. EDGAR is the bot-friendly path (Micron's IR site times out).

Micron Technology / U.S. SEC EDGAR · company, quarterly

quarterly (fiscal quarters end Feb/May/Aug/Nov) · public

memory spot pricesglobal

DRAMeXchange spot price board

Daily DRAM and NAND flash spot prices by part (DDR5/DDR4 by density, NAND) plus the DXI market index, updated intraday; DDR5 16Gb averaged $47.80 on July 10, 2026.

TrendForce (DRAMeXchange) · per-component spot price

daily (intraday updates) · public summary

networkENERGY STAR-certified large network equipment

ENERGY STAR Certified Large Network Equipment

Adds the often-missed network portion of IT load and makes RFP shortlists auditable at model level.

U.S. Environmental Protection Agency · Switch/router product configuration, throughput, port, power, and efficiency fields.

Continuously maintained product registry · Socrata API and CSV export

network infrastructureworldwide

TeleGeography Submarine Cable Map GeoJSON API

The industry-standard submarine cable map exposes free unauthenticated GeoJSON endpoints for cable routes and landing points (695 cable systems and 1,917 landing points verified on 2026-07-12), with per-cable owner, length and ready-for-service metadata.

TeleGeography · per-cable-system geometry and metadata; per-landing-point coordinates

continuously updated (snapshot diffing yields announcements series) · public API

nuclear ppaUnited States (PJM, MISO)

Constellation Energy newsroom — data-center nuclear PPAs

Primary press releases for the flagship operating-fleet nuclear PPAs with data-center buyers: Microsoft-Crane Clean Energy Center (~835 MW Three Mile Island restart, 20-year) and Meta-Clinton (1,121 MW, 20-year from June 2027), with MW and duration on-page.

Constellation Energy Corporation · per-deal (plant, MW, contract years, start date)

event-driven press releases · public

ocean computeChina

Highlander / HiCloud undersea data-center platform

Vendor and deployment source for underwater intelligent computing cabins, private cloud, undersea data centers, deployment projects, and the 2026 marine computing-power / offshore-energy partnership.

Beijing Highlander Digital Technology Co., Ltd. · Undersea data-center product, deployment, and project evidence

Company updates and project announcements · public

ocean computePacific Ocean and North Sea

Microsoft Project Natick — subsea data-center research record

Primary mission record for the two underwater prototypes: deployment, retrieval, power, rack/server payload, storage, reliability, water use, and the current research-stage status.

Microsoft Research · Prototype deployment and mission evidence; Pacific and North Sea

Completed pilot; mission record retained for design and reliability evidence · public

ocean computeUnited States / United Kingdom / Norway

Subsea Cloud Project OTTO

Commercial subsea data-center platform describing modular build, deployment, maintenance, cooling, connectivity, and public performance claims. No public MW or operating customer count is assumed.

Subsea Cloud Inc. · Subsea modular data-center product and planned deployments

Company material; project status must be verified directly · public

oem backlogglobal (US-heavy demand)

Siemens Energy quarterly earnings — orders and backlog

Quarterly disclosure of orders (record €17.7B in Q2 FY2026), order backlog (€154B) and book-to-bill (1.72) by segment; Grid Technologies covers HVDC, switchgear and grid-connection equipment with US-driven growth.

Siemens Energy AG · company-level by segment

quarterly (fiscal year ends September) · public

oem backlogglobal (US-heavy)

GE Vernova quarterly earnings — gas turbine GW slot reservations

Quarterly disclosure of total orders ($18.3B in Q1 2026), total backlog ($163B) and, uniquely, gas power equipment backlog plus slot-reservation agreements in GW (83 to 100 GW during Q1 2026, guiding to 110+ GW by end-2026).

GE Vernova · company-level by segment; gas backlog in GW

quarterly · public

operating fleetUnited States

EIA Form 860 — Annual Electric Generator Inventory

Generator-level inventory: nameplate capacity, fuel type, owner/utility, in-service and planned/actual retirement dates, prime mover, technology, and environmental equipment. Texas/ERCOT plants are a filterable state subset, not a separate file.

U.S. Energy Information Administration (EIA), U.S. Department of Energy · Individual generator/unit level; United States

Annual. 2025 early-release data published 2026-06-09; final 2025 data due September 2026. · public

opposition trackerUnited States

Data Center Watch quarterly opposition report (10a Labs)

Quarterly tracker of US data-center projects blocked or delayed by local opposition, moratorium proposals and state legislation; Q1 2026 counted at least 75 projects worth ~$130B blocked or delayed, with 300+ state bills filed in six weeks. Note the name collision with datacentr.net's own branding — attribute carefully.

Data Center Watch / 10a Labs · project-level and state-level rollups

quarterly · public

orbital computeLEO / ISS

Axiom Space Orbital Data Centers

Primary orbital data-center program record covering AxDCU-1, the first two free-flying ODC nodes launched January 11, 2026, optical links, the ISS node roadmap, and long-term kilowatt-to-megawatt expansion intent.

Axiom Space · Orbital node / ISS prototype / network roadmap

Company program page updated as missions and nodes progress · public

physical_riskUnited States, county and Census-tract geographies

FEMA National Risk Index Data

Adds a consistent multi-hazard screen for flood, hurricane, wildfire, heat, winter weather, earthquake, and other correlated siting risks.

Federal Emergency Management Agency · County and Census-tract hazard exposure, expected annual loss, social vulnerability, and community resilience measures.

Periodic methodology and data releases · Public CSV/GIS downloads and map

powerENERGY STAR-certified UPS products

ENERGY STAR Certified Uninterruptible Power Supplies

Supports primary/secondary/tertiary power-chain scoping with comparable UPS ratings and part-load efficiency.

U.S. Environmental Protection Agency · UPS topology, rated output, input/output voltage, load-dependent efficiency, and product status.

Continuously maintained product registry · Socrata API and CSV export

powerU.S. liquid-immersed, low-voltage dry-type, and medium-voltage dry-type distribution transformers

DOE Distribution Transformer Standards and Test Procedures

Anchors transformer efficiency, compliance, and replacement assumptions while supplier lead-time signals are assessed elsewhere.

U.S. Department of Energy · Federal definitions, test procedures, conservation standards, and rulemaking evidence for distribution transformers.

Rulemaking and standards cycles · Public rules, notices, and supporting documents

ppa pricesNorth America (separate Europe edition)

LevelTen PPA Price Index quarterly summaries

Quarterly P25 solar/wind PPA offer-price index built from marketplace offers across AESO, CAISO, ERCOT, MISO, PJM and SPP; public posts carry directional QoQ/YoY changes each quarter (Q1 2026: P25 solar +4.6% QoQ, wind +8% QoQ), with absolute levels subscriber-only.

LevelTen Energy · continental index plus per-ISO commentary, P25 offer prices

quarterly · public summary

procurementTenders Electronic Daily notices across the EU and associated jurisdictions

TED Search API

Provides an open, cross-border buyer-intent feed for data-centre construction and equipment with both pre-award and award-stage evidence.

Publications Office of the European Union · EU procurement notices with buyers, CPV classifications, values, procedure stages, places of performance, deadlines, awards, and notice text.

Near-daily notice publication · Open Search API; no authentication required

procurementU.S. federal contract opportunities

SAM.gov Get Opportunities Public API

Surfaces buying intent and RFP language for servers, accelerators, cooling, UPS, generators, substations, construction, and operations before awards.

U.S. General Services Administration · Active and archived U.S. federal solicitations, notices, agencies, NAICS/PSC codes, response dates, place of performance, and attachments metadata.

Active opportunities daily; archived opportunities weekly · API key required; public API

producer pricesUnited States

BLS Producer Price Index API — grid equipment and electrical series

Official monthly producer price indexes via free JSON API for transformers (PCU335311335311), switchgear/switchboards (PCU335313335313) and electrical contractors on nonresidential work (PCU23821X23821X). Transformer PPI is up ~5.5% YoY as of May 2026 and has more than doubled since pre-2020.

U.S. Bureau of Labor Statistics · national monthly index by NAICS industry

monthly (mid-month, one-month lag) · public API

project_pipelineTexas projects participating in the qualifying data-centre sales-tax exemption

Texas Qualifying Data Centers Registry

A direct project and customer-identity signal that appears earlier than many commercial inventory datasets and can be reconciled to permits and grid requests.

Texas Comptroller of Public Accounts · Registered qualifying data centres with owner, operator, occupant, certification/effective dates, and exemption status.

Administrative updates as projects qualify or status changes · Public state registry/list downloads

regulatory docketUnited States (federal)

FERC large-load co-location dockets (AD24-11 / EL25-49)

FERC's generic proceeding on large loads co-located at generating facilities (AD24-11) plus the related company-specific dockets (Talen/AWS ISA amendment, BGE/PECO/ComEd/Pepco filings) and the EL25-49 show-cause proceeding on PJM co-location rules. Full filing history available via FERC eLibrary docket sheets.

Federal Energy Regulatory Commission · filing-level (orders, comments, transcripts) per docket

event-driven as dockets progress · public

reliability + adequacyNorth America

NERC Long-Term Reliability Assessment

North American reliability assessment with planner-submitted demand forecasts, large-load / data-center growth, resource-adequacy risk, and regional exposure. The source is a validated planning outlook, not an interconnection queue.

North American Electric Reliability Corporation (NERC) · Assessment area and regional planning outlook

Annual assessment · public

retail pricesUnited States (50 states + DC)

EIA Electric Power Monthly — industrial retail price by state

Monthly average retail electricity price by state and sector with YoY comparison (Table 5.6.A); April 2026 shows US industrial average 8.66 c/kWh, Texas 6.33, Virginia 9.86. Also queryable via the EIA v2 API for automation.

U.S. Energy Information Administration · state by sector, monthly

monthly · public

semiconductor billingsglobal (4 regions)

WSTS historical semiconductor billings dataset

Free downloadable Excel of monthly worldwide semiconductor billings by region spanning four decades, updated monthly from the WSTS Blue Book; latest data May 2026. This is the machine-readable series behind SIA's monthly press numbers ($120.6B in May 2026, +104.1% YoY).

World Semiconductor Trade Statistics · region, monthly, machine-readable

monthly · public

semiconductor revenueTaiwan / global

TSMC monthly revenue disclosure

Statutory monthly revenue disclosure (NT$ millions, MoM/YoY, YTD) published around the 10th of each month; May 2026 revenue was up 30.1% YoY. TSMC fabricates nearly all NVIDIA/AMD accelerator dies.

Taiwan Semiconductor Manufacturing Company · company, monthly

monthly (~10th of following month) · public

storageENERGY STAR-certified block-I/O data-center storage products

ENERGY STAR Certified Data Center Storage

Connects storage architecture and capacity procurement to measured energy characteristics rather than nameplate guesses.

U.S. Environmental Protection Agency · Block-storage model capacity, controller, drive, performance, and energy-efficiency attributes.

Continuously maintained product registry · Socrata API and CSV export

supplier_demandTWSE-listed companies, including major ODM and semiconductor suppliers

TWSE OpenAPI

Creates a high-frequency producer-side view of AI server, PCB, power, cooling, and semiconductor demand before annual financial statements.

Taiwan Stock Exchange · Listed-company monthly revenue, filings, securities, and market datasets for Taiwan's server and semiconductor supply chain.

Daily market data and monthly/periodic company filings · Public OpenAPI endpoints

system planJapan

OCCTO electricity supply plan aggregation (Japan)

Japan's cross-regional grid coordinator publishes English editions of the annual Aggregation of Electricity Supply Plans and seasonal supply-demand outlooks, with 10-year demand and capacity projections for the 10 service areas; data-center and chip-fab demand upgrades surface here first.

Organization for Cross-regional Coordination of Transmission Operators, Japan · national and 10 service-area aggregates, 10-year projections

annual supply plan, seasonal outlooks · public

tax abatementsUnited States (state + local)

Good Jobs First Tax Break Tracker (GASB 77)

Searchable database of GASB 77 tax-abatement disclosures from state and local government financial statements, FY2015-FY2025, covering all 50 states plus major localities; a companion April 2026 report quantifies data-center-specific losses (Georgia $2.5B, Virginia $1.94B, Texas $1B per year).

Good Jobs First · jurisdiction by program by fiscal year

rolling updates as financial reports are filed · public

tradeOfficial U.S. merchandise trade statistics

USITC DataWeb Query API

Measures physical supply flow and price/value pressure for transformers, switchgear, generators, chillers, servers, semiconductors, and optical equipment.

U.S. International Trade Commission · Commodity-level U.S. imports/exports by HTS/SITC/NAICS, partner, customs district, quantity, value, and tariff program.

Monthly trade-data releases and revisions · Free registration and API key required

transformer supplyUnited States

Wood Mackenzie North America transformer market releases

Free press-release summaries of Wood Mackenzie's paid transformer supply and lead-time survey: 30% power-transformer and 10% distribution-transformer supply deficits in 2025, demand +116% since 2019, imports covering 80% of power-transformer supply, and average lead times around 120 weeks.

Wood Mackenzie · US market aggregate, by transformer class

irregular (roughly quarterly-to-annual public updates) · public summary

underground computeItaly

Intacture active-mine data center

Company announcement for an operating data center approximately 100 meters below the surface inside an active mine in Val di Non.

GPI Group · Facility / operating launch

Operating from June 2026 · public

underground computeNorway

Green Mountain SVG-Rennesøy mountain-hall data center

Operating high-security data center in converted mountain halls / former NATO ammunition storage, with published site capacity, space, PUE, grid supplies, and build-out description.

Green Mountain · Facility site and capacity; Stavanger region

Operating facility; site updates as expansion changes · public

underground computeNorway

Lefdal Mine Data Centers facility

Operating underground data-center campus in a former mine with published chambers, white-space potential, levels, power backbone, and 80 MW Level 3 capacity.

Lefdal Mine Data Centers · Facility / chamber / level buildout

Natural-mine campus with staged capacity expansion · public

underground computeSweden

Bahnhof Pionen underground data center

Operating Stockholm data center built inside a former Cold War civil-defense / nuclear fallout shelter, with published security, connectivity, cooling, and operations detail.

Bahnhof · Facility and colocation infrastructure

Operating facility; capacity not publicly stated on the source page · public

underground computeSwitzerland

Swiss Fort Knox underground data center

Operating secure underground data-storage / data-center infrastructure in former Swiss military bunkers in the Alps.

MOUNT10 AG · Facility and secure-storage infrastructure

Operating facility; capacity not assumed where not published · public

underground computeUnited States

Iron Mountain Western Pennsylvania WPA-1

Operating colocation site 220 feet underground in a former limestone mine, with published 15.5 MW power capacity, 330,000 square feet, geothermal cooling, utility, and connectivity.

Iron Mountain Data Centers · Facility-level capacity and infrastructure

Operating facility; published capacity subject to commercial availability · public

waterUnited States monitoring network

USGS Water Data APIs

Makes watershed availability, drought response, intake/discharge context, and cooling-water risk measurable at site scale.

U.S. Geological Survey · Real-time and historical streamflow, groundwater, water-quality, daily-value, and monitoring-location records.

Real-time to daily, depending on station and parameter · Modern public REST APIs and downloadable data

water disclosureglobal (Google owned/operated data centers)

Google Environmental Report (data center water, site-level)

Annual environmental report disclosing total operational water (2024: 11,011 million gallons withdrawn, 8,135 consumed, +28% YoY), 64% freshwater replenishment, and per-site water data across Google's data center cities.

Google / Alphabet · company-wide totals plus site/city-level data center water figures

annual (mid-year) · public

water stressUnited States

US Drought Monitor data downloads

Weekly national drought classification (D0-D4) with downloadable statistics by state, county and urban area, DSCI index, GIS shapefiles and web services for programmatic pulls.

National Drought Mitigation Center (Univ. of Nebraska-Lincoln) with USDA and NOAA · county (and finer GIS), state, national

weekly (Thursdays) · public API

wholesale pricesUnited States (7 major hubs)

EIA Wholesale Electricity Market Data (ICE day-ahead hub prices)

Free republication of ICE-traded daily day-ahead firm power prices (weighted-average index, high/low, volume) at seven hubs including ERCOT North and PJM West, with current-year and multi-year XLSX archives.

U.S. Energy Information Administration · daily, per trading hub, price and volume

biweekly updates of daily data · public

wue disclosureglobal (Meta owned data centers)

Meta Environmental Data Index (fleet WUE/PUE and water tables)

Machine-readable appendix to Meta's annual sustainability report with 2020-2024 time series for data-center WUE (0.30 down to 0.19 L/kWh), PUE (1.10 to 1.08), water withdrawal by source in megaliters, and withdrawals from high-water-stress areas.

Meta · fleet-wide annual series, split by water source and stress class

annual (~August, with sustainability report) · public

wue disclosureglobal (Microsoft owned fleet)

Microsoft datacenter efficiency disclosures (PUE/WUE by region)

Official fleet efficiency page publishing PUE and WUE for Microsoft's owned datacenter fleet, globally and by Americas/EMEA/APAC, for the last two fiscal years: FY25 global WUE 0.27 L/kWh and PUE 1.17.

Microsoft · fleet-wide plus 3 regions

annual (fiscal-year update) · public

Data center jobs direct employer · sponsored backfill

Critical-facilities, MEP, commissioning, and operations roles from public Greenhouse, Lever, and Ashby boards — plus optional sponsored listings when Adzuna keys are configured. No Indeed or LinkedIn scraping.

Email when new data-center roles are posted. Alerts cover direct employer rows only. Double opt-in — confirm via the email we send.

Browse 170 open roles · JSON · CSV

Want filtered alerts by county and role type? Pro database ($25/mo when live) bundles project-level LLI tracking with job alerts. Free digest: weekly signal.

Prepare for these roles

Certification and resume tools common in data-center hiring pipelines.

Some apply links are sponsored listings served via Adzuna; Data Center Watch may earn a fee if you click or apply. Rows marked Direct employer link straight to company ATS career pages.

Some apply links are sponsored listings served via Adzuna; Data Center Watch may earn a fee if you click or apply. Rows marked Direct employer link straight to company ATS career pages.

Weekly digest

Weekly. Sourced links only, no fluff. Double opt-in — check your inbox (and spam) for the confirmation link.

Pro database

Project-level LLI tracking, county permits, CSV/API export, docket alerts.

Open pro database Free while in beta

Browse the full database · JSON API · CSV export