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Supercomputers/Systems/AWS Ridgeland Campus

USA · operational · ai training

AWS Ridgeland Campus

Deep dive: Project Rainier: Amazon's Anthropic cluster

Also known as AWS Ridgeland Mississippi

Operated by Amazon at AWS Ridgeland Data Center Campus .

Phase 1 seed dataset, compiled by hand. These rows were built from public operator, laboratory and vendor sources. A mechanical second-reader pass has since fetched every cited source: 1092 of 1153 systems have a readable citation that names them, and 40 are genuinely weakly sourced. Every claim carries its source and a confidence tier. Treat anything below verified as a lead, not a citation.

Measured performance

Rmax
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Rpeak
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Rmax ÷ Rpeak
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Cores
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Power
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Per watt
- GF/W

Figures are as last publicly reported for the configuration described below, not a live measurement. Where a system was upgraded in place, the post-upgrade configuration is shown and the earlier one appears in the timeline.

What this machine is made of

One row per supplier relationship. “Supplier at build” is the company that shipped the part at the time; where that company has since been acquired, the parent it rolls up to today is shown beside it. That distinction is what makes ticker-level aggregation possible across a thirty-year dataset.

Role Part Supplier at build Quantity Confidence Source
Integrator -
AWS builds and operates the Ridgeland, Madison County, Mississippi data center campus
Amazon - Reported mississippi.orgmississippifreepress.org
Accelerator AWS Trainium2
Accelerators
NeuronCore-v3 · TSMC 5nm
Epoch AI estimate: about 261,200 AWS Trainium2 chips (modelled, not disclosed by Amazon)
Amazon 261,200
estimated
Reported epoch.ai

AI datacenter metrics

Figures beyond an accelerator count, each with who stated it. What can and cannot be compared across AI datacenters.

MetricValueAs ofBasisNoteSource
Accelerators 261,200 accelerators 2026-10-02 Third-party estimate About 261,200 Trainium2; Epoch projects about 502,400 Trainium3 by Q3 2028. Epoch AI chip estimate (modelled from satellite imagery, cooling equipment and chip availability); not an operator disclosure. epoch.ai
Stated investment 8.6 USD bn 2026-10-02 Third-party estimate Epoch AI modelled build cost, compute plus construction, 2025 USD, scaled from IT power; not a disclosed spend. epoch.ai
IT power 228 MW 2026-10-02 Third-party estimate Epoch AI modelled IT power from satellite imagery and permits; not operator-stated. Epoch projects 840 MW by Q3 2028. epoch.ai

How it is powered

SourceProviderMWStatusAs ofBasisNoteSource link
Grid Entergy Mississippi - operating 2026-10 Third-party estimate Mississippi Development Authority cites Entergy Mississippi power commitment for Amazon; Epoch lists Entergy as the energy company for Ridgeland. No MW stated. mississippi.orgepoch.ai

How AI campuses are powered: capacities are what the operator, utility or filing states, not what has been delivered.

The read

Amazon Web Services' Ridgeland campus in Madison County, Mississippi, the second of two AWS campuses there with Canton. The Mississippi Free Press reports Ridgeland uses groundwater only about 9 percent of the year and plans over 800 backup diesel generators across the Madison County campuses, and the state's 9 April 2026 announcement adds 11 billion dollars of Madison County investment framed around generative AI; neither gives per-campus hardware or MW. Epoch AI's AI data centers dataset (CC BY 4.0) estimates about 261,200 Trainium2 chips and 228 MW of IT power as of 2 October 2026, with buildings 1 to 4 operational by May 2026, and projects about 502,400 Trainium3 chips and 840 MW by Q3 2028. Epoch labels a link to Anthropic and Project Rainier as speculative, so this row is not tied to the Project Rainier row. All figures are modelled estimates in the metrics table only. Hardware rests on Epoch alone, so the tier is reported.

Timeline

Site & facility

AWS Ridgeland Data Center Campus

Location
Ridgeland, MS, USA
Utility
Entergy Mississippi

Change history

Source check

We fetched this system's own citations and recorded whether each page actually mentions it. This is a corroboration signal, not a fact check, and it is published so you can see how well the sourcing holds up rather than take it on trust.

Cited sourceResultFound on the page
epoch.ainames system only-
mississippi.orgcould not be fetched-

Checked 2026-10-09 by pnpm verify. Re-run it and the table changes with the web.

Further reading