GPUValuation.com Methodology M-2026.10-r2 · Clean-IP Live Feed
Collector: SUCCESS (Feed: HEALTHY) · Run #51 · 416 unique obs (1391 polls) · Sync: 2026-11-06T00:19:35Z
Commercial B2B Scope & Data Provenance: Parametric infrastructure TCO, power & depreciation scenario model (M-2026.10-r2) strictly separating LIVE MARKET DATA (ECB FX, Eurostat X_VAT power, Fraunhofer spot, Azure/AWS retail rate cards) from STATIC REFERENCE ASSUMPTIONS (non-appraisal, non-IFRS-13 certification).

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).
EXECUTIVE OVERVIEW · US & EU
PILLAR 1 · 5-BAND HARDWARE VALUATION
New OEM, Refurbished, FMV & ASA OLV/FLV (USD $ & EUR €)
Tracks 8 enterprise GPU server architectures (NVIDIA B200, H200, H100, L40S, AMD MI300X, RTX 5090/4090) across 0m OEM CapEx, Refurbished Asking, Executed Secondary FMV, and ASA Orderly/Forced Liquidation.
PILLAR 2 · LIVE US (ERCOT) & EU POWER TCO
36-Month Net Cluster TCO & Implied $/GPU-Hour
Synchronizes live ECB EUR/USD FX and official US (Texas ERCOT $0.0680/kWh) & European Eurostat (tax=X_VAT) industrial power tariffs every 6 hours to benchmark self-hosted $/GPU-h vs. rental rates.
PILLAR 3 · INSTANT B2B AUDIT PACK
One-Click €79 Excel (.xlsx) Workbook + IC PDF Memo
Run interactive simulations below in USD ($) or EUR (€), or unlock the 4-sheet institutional Excel model (live formulas) + Investment Committee PDF memo via Stripe checkout (€79) or REST API (€149/mo).

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
US & EU HARDWARE BENCHMARK
8-Architecture 0m OEM CapEx (USD) vs. 36-Month Implied Self-Hosted $/GPU-Hour (US-TX ERCOT & DE-LU) Horizontal institutional bar chart comparing 0m OEM server CapEx and 36-month self-hosted GPU-hour unit economics across 8 GPU architectures. ARCHITECTURE (NODE) 0m OEM CAPEX (USD) & 36m IMPLIED UNIT COST ($/GPU-h US-TX · €/GPU-h DE) H100 SXM5 (8x) $324k OEM | US $1.47/h · DE €1.44/h H200 SXM5 (8x) $368k OEM | US $1.34/h · DE €1.32/h B200 SXM6 (8x) $515k OEM | US $1.88/h · DE €1.85/h H100 PCIe (8x) $248k OEM | US $1.17/h · DE €1.11/h A100 80GB SXM4 (8x) $199k OEM | US $0.70/h · DE €0.70/h L40S 48GB (8x) $92k OEM | US $0.51/h · DE €0.52/h RTX PRO 6000 96GB (8x) $90k OEM | US $0.42/h · DE €0.46/h RTX 5090 32GB (4x) $22k OEM | US $0.26/h · DE €0.31/h
8 enterprise GPU server profiles: 0m OEM reference ask (USD & EUR), IT load, 36-month Net Own TCO in US-TX (ERCOT) and Germany (DE-LU), and implied self-hosted unit cost (4-node cluster, 72% utilization, DLC PUE 1.12)
Server Architecture (Deep Profile) 0m OEM Ask (USD / EUR) IT Load US-TX ERCOT 36m TCO ($) 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)
Head-to-Head Institutional Comparison Matrices Select a benchmark card to inspect side-by-side CapEx, Power TCO & ASA Haircut differentials
HARDWARE VS. MATRIX

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.

HARDWARE VS. MATRIX

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.

HARDWARE VS. MATRIX

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.

HARDWARE VS. MATRIX

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.

HARDWARE VS. MATRIX

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...
1-Click Stress Scenarios:

Data Provenance Split: LIVE MARKET DATA vs. STATIC REFERENCE ASSUMPTIONS

Strict evidentiary boundary

LIVE 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 snippets
INSTITUTIONAL DELIVERABLE PREVIEW
1. 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:

TAB 1 · EXECUTIVE_MODEL
5-Band Valuation & DSCR
Live Excel formulas for active facility kW (=B6*B11*(0.35+0.65*B10)*B12), senior loan PMT (=IF(B44>0,-PMT(B21/12,B9,B44),0)), and BOM dollar split.
TAB 2 · MONTHLY_SCHEDULE
Month 1 to Month 60 Curve
Month-by-month OLV (90–180d), FLV (30–60d), electricity OpEx, stressed NOI (-18%/yr decay), and debt coverage ratio across 12–60m.
TAB 3 · LIVE_EVIDENCE_LEDGER
SQLite Clean-IP Audit Trail
Full timestamped ECB FX, Eurostat nrg_pc_205 (tax=X_VAT), Fraunhofer ISE spot, and cloud rate-card observations with CC BY 4.0 / MIT provenance.
TAB 4 · LEGAL_METHODOLOGY_NOTICE
Governance & SHA-256 Digest
Documents methodology 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
GPUValuation.com · QUANTITATIVE UNDERWRITING CERTIFICATE
EXECUTIVE VALUATION, TCO & BORROWING-BASE BRIEF (M-2026.10-r2)
SAMPLE PDF PREVIEW · 2 PAGES
PAGE 1 · 5-BAND VALUATION & ABL GATE
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
PAGE 2 · 12–60m AMORTIZATION & AUDIT SEAL
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_BACKED vs. INSUFFICIENT_MARKET_EVIDENCE vs. 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):

Markdown Citation
Source: [GPUValuation.com — Quantitative Hardware, TCO & Collateral Workbench (M-2026.10-r2)](https://gpuvaluation.com/) · Live Clean-IP SQLite Telemetry (CC BY 4.0).
HTML Attribution Snippet
<cite>Benchmark data via <a href="https://gpuvaluation.com/">GPUValuation.com (M-2026.10-r2)</a> — Commercial B2B Compute &amp; 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
Sampled milestone schedule across selected 12–60m horizon (full monthly formulas in Monthly_Schedule XLSX tab)
Month Scenario OLV Scenario FLV Monthly OpEx Stressed NOI Eligible Debt Service Hypo T4 Cov

GATE 1 Source Licensing Governance & Deduplicated SQLite Observations

Enforced IP & Terms-of-Service source registry (collector refuses non-APPROVED feeds)
Source ID License Status Governance & Attribution Rule
Deduplicated unique market snapshots in triad_observations.sqlite3 (repeated polls increment poll_count)
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.

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Verified B2B Infrastructure Counterparty Board

Self-serve 30-day commercial directory (0 / 12 active) · Explicit SPONSORED disclosure · Zero influence on M-2026.10-r2 math
View Board or Reserve Slot (€299 / 30d)

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.

Commercial B2B & Tax-ID Verification

GPUValuation.com — Commercial B2B Checkout

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Official registered business name appearing on your tax invoice.
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