How GPUValuation.com Works — Quantitative AI Cluster CapEx, Residual Value & US/EU Power TCO
Built for infrastructure CFOs, private credit funds, and enterprise AI buyers in the United States (USD $, ERCOT Texas) and Europe (EUR €, Eurostat X_VAT).Live 8-Architecture Hardware CapEx, US (ERCOT) vs. EU (DE-LU) 36m TCO & Unit Cost Matrix
Dual-currency USD ($) & EUR (€) via Live ECB FX (1.1224) · Sync: 2026-11-06T00:19:35Z| Server Architecture (Deep Profile) | 0m OEM Ask (USD / EUR) | IT Load | US-TX ERCOT 36m TCO ($) | Germany DE-LU 36m TCO (€) | Implied Own $/GPU-h (US) |
|---|---|---|---|---|---|
| 8x NVIDIA H100 SXM5 80GB (HGX 8-GPU Server) | $324,438 / €289,057 | 10.2 kW | $890,312 | €869,171 | $1.47/h (€1.44/h) |
| 8x NVIDIA H200 SXM5 141GB HBM3e (HGX 8-GPU Server) | $368,000 / €327,869 | 10.5 kW | $811,941 | €801,580 | $1.34/h (€1.32/h) |
| 8x NVIDIA B200 SXM6 180GB Blackwell (HGX 8-GPU Server) | $515,000 / €458,838 | 14.4 kW | $1,138,637 | €1,121,689 | $1.88/h (€1.85/h) |
| 8x NVIDIA H100 80GB PCIe (4U Enterprise PCIe Server) | $248,000 / €220,955 | 5.8 kW | $706,929 | €673,024 | $1.17/h (€1.11/h) |
| 8x NVIDIA A100 80GB SXM4 (HGX / DGX Ampere Server) | $199,000 / €177,299 | 6.5 kW | $420,993 | €423,482 | $0.70/h (€0.70/h) |
| 8x NVIDIA L40S 48GB Ada (4U Inference & Graphics Server) | $92,000 / €81,967 | 5.4 kW | $310,833 | €317,145 | $0.51/h (€0.52/h) |
| 8x NVIDIA RTX PRO 6000 Blackwell 96GB Server Edition | $89,500 / €79,740 | 6.8 kW | $253,862 | €276,810 | $0.42/h (€0.46/h) |
| 4x NVIDIA GeForce RTX 5090 32GB (Lab / Studio Node) | $21,500 / €19,155 | 3.1 kW | $78,306 | €92,849 | $0.26/h (€0.31/h) |
HGX H100 vs. HGX H200 (8x SXM5)
Compares 8-GPU Hopper SXM5 nodes across HBM3 (80GB) vs. HBM3e (141GB) memory bandwidth, 0m OEM CapEx ($/€), US Texas ERCOT vs. Germany DE-LU 36-month TCO, and ASA liquidation curves.
HGX H200 vs. HGX B200 Blackwell
Evaluates Hopper H200 (10.2 kW IT load) against Blackwell B200 (14.5 kW IT load, 1,440GB HBM3e) across DLC facility power draw, 0m OEM anchor pricing, and 36-month self-hosted $/GPU-h.
8x H100 SXM5 vs. 4x H100 NVL PCIe
Contrasts 8-way NVSwitch SXM5 training nodes (10.2 kW) with 4-way PCIe Gen5 H100 NVL inference servers (3.2 kW) across BOM structural weights and 36m unit economics.
HGX H100 vs. Prior-Gen HGX A100 80GB
Benchmarks current-generation Hopper H100 nodes against prior-generation Ampere A100 80GB SXM4 servers across 18-month seasoned depreciation and kWh per GPU-hour.
8x L40S OVX vs. 8x RTX PRO 6000 Blackwell
Compares data-center-licensed PCIe inference servers: Ada Lovelace L40S (48GB GDDR6) vs. Blackwell RTX PRO 6000 Server Edition (96GB GDDR7) across CapEx and 36m power TCO.
Strict Price Taxonomy & Liquidation Bands
ECB FX: loading...Data Provenance Split: LIVE MARKET DATA vs. STATIC REFERENCE ASSUMPTIONS
Strict evidentiary boundaryLIVE MARKET DATA (Ingested SQLite WAL Feeds)
Live public & official feeds refreshed by systemd collector; executed server comps require n ≥ 5 (≤60d).
STATIC REFERENCE ASSUMPTIONS (Config — Not Live Index)
Static parameters in methodology_v1.json; never represented as live observations or a real-time GPU rental index.
Industrial Power TCO (X_VAT), Eligible Borrowing Base & Separated T4 Simulation
Own-and-Operate TCO vs. Live Cloud Retail & Static Assumption
Credit-Eligible Senior Borrowing Base
Separated Hypothetical T4 Parametric Simulation (Non-Borrowing-Base)
Senior ABL Collateral Dossiers: Need standalone LTV tranche advance gates, ASA 90–180d OLV / 30–60d FLV haircuts, and GeForce EULA exclusion schedules? Review ClusterCollateral.com Collateral Index.
Node Bill of Materials (BOM) Value Attribution
Inside the €79 B2B Scenario Pack (.xlsx + .pdf) & Live Benchmark Citation
Inspect the exact 4-sheet Excel formula model, IC PDF certificate structure, and 1-click institutional citation snippets1. 4-Tab Institutional Excel (.xlsx) Workbook — Live Formula Architecture (Unredacted)
Generated dynamically via openpyxl for your exact cluster configuration (12–60 month horizon) with zero hardcoded static totals:
=B6*B11*(0.35+0.65*B10)*B12), senior loan PMT (=IF(B44>0,-PMT(B21/12,B9,B44),0)), and BOM dollar split.nrg_pc_205 (tax=X_VAT), Fraunhofer ISE spot, and cloud rate-card observations with CC BY 4.0 / MIT provenance.M-2026.10-r2 equations, GeForce EULA & n≥5 comp rules, and order SHA-256 integrity hash.2. 2-Page Investment Committee (IC) Executive Brief (.pdf) & 30-Day Audit Vault
- 0m New OEM Reference Ask
- Included (USD $ & EUR €)
- Secondary Refurb & Executed FMV
- UNLOCKED IN €79 PACK
- ASA OLV (90–180d) & FLV (30–60d)
- UNLOCKED IN €79 PACK
- Senior ABL Eligibility & EULA Gate
- Explicit Covenant Attestation
- Milestone OLV/FLV & NOI Decay
- UNLOCKED IN €79 PACK
- Eurostat X_VAT & US Grid Provenance
- Timestamped SQLite Ledger
- 30-Day Audit Vault Permalink
- /orders/{order_token}
- Cryptographic Integrity Seal
- SHA-256 Order Digest
- Page 1 — Valuation, Borrowing-Base Gate & Thermal Power Envelope: Summarizes single-node and full-cluster 0m OEM, Refurbished Asking, Executed Secondary FMV, ASA OLV (90–180d), and ASA FLV (30–60d) in EUR (€) and USD ($), alongside the senior ABL eligibility determination (
ELIGIBLE_MARKET_BACKEDvs.INSUFFICIENT_MARKET_EVIDENCEvs.INELIGIBLE_EULA_RESTRICTED). - Page 2 — Milestone Amortization Table & Provenance Attestation: Renders sampled monthly OLV/FLV decay and debt service milestones, strict separation between live SQLite telemetry and T4 static assumptions, and a 30-day SHA-256 verification permalink (
/orders/{order_id}).
3. Cite & Embed Live Benchmark Attribution (GPUValuation.com · M-2026.10-r2)
Use the following standardized attribution formats when citing GPUValuation.com in credit committee memos, research papers, or infrastructure documentation (CC BY 4.0):
Source: [GPUValuation.com — Quantitative Hardware, TCO & Collateral Workbench (M-2026.10-r2)](https://gpuvaluation.com/) · Live Clean-IP SQLite Telemetry (CC BY 4.0).
<cite>Benchmark data via <a href="https://gpuvaluation.com/">GPUValuation.com (M-2026.10-r2)</a> — Commercial B2B Compute & Power Engine (CC BY 4.0).</cite>
Horizon Collateral Decay & Stressed Cashflow Milestones
Assumes -18%/yr merchant rate compression, 35% idle + 65% dynamic load × PUE| Month | Scenario OLV | Scenario FLV | Monthly OpEx | Stressed NOI | Eligible Debt Service | Hypo T4 Cov |
|---|
GATE 1 Source Licensing Governance & Deduplicated SQLite Observations
| Source ID | License | Status | Governance & Attribution Rule |
|---|
| SKU / Zone | Provider / Region | Price Category | Evidence Tier | Observed Value | As-Of, Polls & License |
|---|
Programmatic API Sandbox (SHA-256 Token Namespace: gpuv_live_)
Tokens use the dedicated gpuv_live_ namespace (never colliding with Stripe sk_live_ secret scanners) and are verified via SHA-256 digests in SQLite. Full reference & subscriptions on Compute API Docs.
Loading sandbox token...
Verified B2B Infrastructure Counterparty Board
Self-serve 30-day commercial directory (0 / 12 active) · ExplicitSPONSORED disclosure · Zero influence on M-2026.10-r2 math
Colocation operators, ITAD server liquidators, equipment lenders, and authorized cloud providers can book a verified 30-day B2B directory placement (€299.00 one-way, automated expiry) on /partners.