{
 "id": "UPS-GPU-B300-8-T2-AIV-AMD",
 "category": "gpu",
 "gpu_model": "NVIDIA B300 (HGX NVL8)",
 "tier": "tier2",
 "vendor": "Aivres",
 "price_disclosure": "private",
 "name": "8x NVIDIA B300 (HGX B300 NVL8), AMD, 2.3TB (Aivres)",
 "base_sku": "Aivres KR9288E3 (configured, quote Q100126UPB2)",
 "spec": [
  "10U, NVIDIA HGX B300 NVL8 8-GPU baseboard (8x 288GB HBM3e, 2.3TB total), air-cooled",
  "2x EPYC 9555 64C 3.65GHz (128 cores)",
  "2.3TB DDR5 (24x96GB)",
  "2x 1.92TB M.2 NVMe (RAID1 boot, M.2 RAID card) + 4x 3.84TB U.2 NVMe",
  "1x NVIDIA 100G ConnectX-6 Dx (MCX623106) north-south; no compute-fabric NICs quoted",
  "10U air-cooled; redundant PSUs",
  "3-yr standard warranty; on-site NBD about $4-5k per server per year as an option; DAP delivery"
 ],
 "parts": [],
 "lead_time": "Configure-to-order. Est. deliveries start February 2027 (as of October 2026); 8-12 weeks once allocated",
 "status": "confirmed",
 "options": [
  [
   "Memory and drive changes: quoted per configuration (no line-item pricing)",
   null
  ],
  [
   "Compute-fabric NICs (8x 400G/800G)",
   null
  ],
  [
   "On-site NBD support, per server per year",
   null
  ],
  [
   "Intel TDX / NVIDIA confidential computing pre-enabled in BIOS (confirmed available on the Intel build)",
   null
  ]
 ],
 "equivalents": [
  {
   "platform": "Exxact Tier 2",
   "sku": "Exxact TensorEX TS4-198437339 (8U)",
   "cpu": "2x Xeon 6 6710E 64C",
   "memory": "2TB",
   "host_delta": null,
   "note": "the other Tier 2 B300 line (UPS-GPU-B300-8-T2), 30-week lead"
  },
  {
   "platform": "Supermicro Gold, Tier 1",
   "sku": "Supermicro SYS-822GS-NB3RT-01-G2",
   "cpu": "2x Xeon 6768P 64C",
   "memory": "2TB",
   "host_delta": null,
   "note": "UPS-GPU-B300-8, eStore public price, out of stock 2026-10-05"
  }
 ],
 "summary": [
  "8× B300",
  "2× 64C AMD",
  "2.3TB",
  "2× 1.92TB M.2 + 4× 3.84TB",
  "1× 100G"
 ],
 "power": {
  "max_w": 13566,
  "basis": "Estimate: the Supermicro HGX B300 configurator total (13,566 W) is used as the HGX B300 reference; Aivres publishes no configured total. Circuit: 208V 3-ph 50A x2 (A+B)",
  "provision_kw": 16.96,
  "circuit": "208V 3-ph 50A",
  "circuit_rated_kw": 18.0,
  "feeds": "A+B, each sized for the whole box",
  "colo_usd_per_month": {
   "MT": 4410,
   "TX": 3816,
   "OR": 2968,
   "PA": 4240,
   "CA": 3816
  }
 },
 "ru": 10,
 "gpu_memory_gb": 288,
 "url": "https://ai.upstation.io/p/UPS-GPU-B300-8-T2-AIV-AMD",
 "json": "https://ai.upstation.io/p/UPS-GPU-B300-8-T2-AIV-AMD.json",
 "category_url": "https://ai.upstation.io/gpu-servers",
 "list_price": null,
 "price": null,
 "price_basis": "pricing under NDA: $25,000 range shown, exact quote on introduction",
 "vendor_discount": 0,
 "gpu_count": 8,
 "price_per_gpu": null,
 "price_band": {
  "low": 475000,
  "high": 500000,
  "currency": "USD",
  "note": "pricing under NDA: $25,000 range containing the quoted price; exact quote on introduction"
 }
}