# Aivres KRS8000V3 based on NVIDIA GB200 NVL72

*Liquid-Cooled Exascale AI Solution*

Machine-readable product context for AI assistants. Consumer page: https://aivres.com/product/krs8000v3/. JSON: https://aivres.upstation.io/p/krs8000v3.json.

Powering Trillion-Parameter Models
KRS8000V3 is an L11 AI rack based on NVIDIA GB200 NVL72, integrating 36 Grace CPUs and 72 Blackwell GPUs in a rack-scale, liquid-cooled architecture, achieving breakthrough performance in real-time trillion-parameter large language model (LLM) inference and training.
KRS8000V3 with GB200 NVL72 is poised to redefine performance benchmarks for AI, HPC, and data analytics, making it a pivotal component in next-generation computing infrastructure.

## Highlights
- Blackwell Rack-Scale Architecture: Connects 72 Blackwell GPUs via NVIDIA® NVLink™; Delivers 130 TB/s of low-latency communication bandwidth; Acts as a single massive GPU for efficient processing
- Performance Enhancements: Achieves 30X faster real-time trillion-parameter LLM inference compared to previous generations; 4X faster training for large language models using FP8 precision
- Data Processing: Includes a hardware decompression engine supporting LZ4, Deflate, and Snappy formats; Provides up to 800 GB/s decompression throughput
- Memory and Bandwidth: Offers 8 TB/s high memory bandwidth; Grace CPU NVLink-C2C interconnect ensures high-speed data transfer
- 30X LLM Inference vs H100
- 4X LLM Training vs H100
- 25X Energy Efficiency vs H100
- 18X Data Processing vs H100

## Identity

| Field | Value |
|---|---|
| Family | KRS8000 |
| Model numbers | see datasheet |
| CPU platform | NVIDIA Grace |
| GPU platform | NVIDIA GB200 NVL72 |
| Form factor | Rack-scale (NVIDIA GB200 NVL72, 18x 1U compute trays + 9x 1U NVLink switch trays) |
| Cooling | Liquid cooling (rack-scale; compute/switch trays 1U liquid cooled; CDU options L2L in-row / L2L in-rack / L2A sidecar) |
| Category | gpu |

## Specifications (aivres.com product page)

| Item | Specification |
|---|---|
| Configuration | 36 Grace CPU and 72 Blackwell GPUs |
| NVLink Bandwidth | 130TB/s |
| GPU Memory \| Bandwidth | Up to 13.39 TB HBM3e \| 576 TB/s |
| CPU Memory \| Bandwidth | Up to 17.28 TB LPDDR5X \| Up to 18.4 TB/s |
| CPU Core Count | 2,592 Arm® Neoverse V2 cores |
| FP4 Tensor Core | 1,440 PFLOPS |
| FP8/16 Tensor Core | 720 PFLOPS |
| INT8 Tensor Core | 720 POPS |
| FP16/BF16 Tensor Core | 360 PFLOPS |
| TF32 Tensor Core | 180 PFLOPS |
| FP32 | 6,480 TFLOPS |
| FP64 / FP64 Tensor Core | 3,240 TFLOPS |
| Rack Specifications: Dimensions | 600mm (23.6″) W x 2236mm (88″) H x 1200mm (47.2″) L |
| Rack Specifications: NVL Config | 72x 1 |
| Rack Specifications: NV OOB Switch | Option 1: 3 x SN2201 DC; Option 2: 4 x SN2201 DC |
| Rack Specifications: NVL Cartridge | 4 |
| Rack Specifications: Rack Type (Per Rack) | 9x 1U NVlink Switch Trays; 18x 1U Compute Trays; 8x 1U Powershelf |
| Rack Specifications: Power-Shelf | 8x 33kW |
| Rack Specifications: Busbar | 1,400A |
| Rack Specifications: Rack Manifold | Option 1: 44RU, BF; Option 2: 44RU, TF |
| Rack Specifications: CDU | Option 1: L2L In-Row; Option 2: L2L In-Rack; Option 3: L2A Sidecar |
| Compute Tray: CPU/GPU | 2x Grace CPUs + 4x Blackwell GPUs |
| Compute Tray: Count | 18 per Rack |
| Compute Tray: Cooling | 1U liquid cooled |
| Compute Tray: Storage | 8x E1.S |
| Compute Tray: M.2 | 1x Onboard NVMe / SATA M.2 |
| Compute Tray: Front I/O | 1x USB 3.0, 1x Mgmt I/O , 1x RJ45, 1x mini display port |
| Compute Tray: N-S Networking | Support 2x FHFL PCIe 5.0 x16 (BF3 or NIC Card) |
| Compute Tray: E-W Networking | 2x Mezzanine card on board; 4x HHHL PCIe 5.0 x16 with 400G bandwidth |
| Compute Tray: Fan | CPU region: 8x 12V 4056 hot-swap fans with N+1 redundancy |
| Compute Tray: Management | DC-SCM BMC management module |
| Compute Tray: TPM | Supports TPM 2.0 |
| Switch Tray: Type | 2x NVLink X-800 Switch |
| Switch Tray: Count | 9 per Rack |
| Switch Tray: Bandwidth | 14.4TB/s |
| Switch Tray: Cooling | 1U liquid cooled |
| Switch Tray: Front IO | 2x RJ45, 1x USB, 1x UART |

## Documents

- Datasheet, parsed (2 pp): [Markdown](https://aivres.upstation.io/docs/krs8000v3.1/datasheet.md) · [HTML](https://aivres.upstation.io/docs/krs8000v3.1/datasheet.html) · [original PDF](https://aivres.com/wp-content/uploads/KRS8000v3.1.pdf)
- Product page: https://aivres.com/product/krs8000v3/ · family page: https://aivres.com/product/krs8000v3/

## Images

Hotlinkable from aivres.com; figure crops hosted here. For presentations about this product only.

- hero: https://aivres.com/wp-content/uploads/hero-KRS8000V3.webp
- product: https://aivres.com/wp-content/uploads/KRS8000-Showcase-2.webp
- product: https://aivres.com/wp-content/uploads/KRS8000-Showcase-Sm.webp
- figure from the datasheet: https://aivres.upstation.io/docs/krs8000v3.1/images/reducto/p001_figure_0011.jpg
- figure from the datasheet: https://aivres.upstation.io/docs/krs8000v3.1/images/reducto/p001_figure_0037.jpg

## Lead time

- Not yet confirmed with Aivres; quoted with the price.

## Pricing

Pricing is being confirmed with Aivres and is not shown yet. Request a quote below.

## Terms

- One bundled price per configured system; quotes are valid 7 days; the price locks when the order is processed
- 25% deposit within 3 days of an NCNR purchase order, 75% before shipment; DAP delivery, continental US; 3-year standard warranty
- NVIDIA Inception discounts apply only when the approval code is on file before the order is processed
- US-sited deployments are handled by Aivres US; buyers outside North America are routed to an Aivres regional desk or handled through UpStation

## How to buy

Standard NDA → New-customer account form, W-9 or resale certificate, NVIDIA end-user statement, business licence → Quotation table (the intake fields below) → Quote with lead time, then purchase order and sales agreement → Pro forma, 25% deposit, compliance check (purchaser / end user / ship-to / HQ / parent / payer / destination / installation) → Ship.

## Get a firm quote

Email alec@upstation.io with the fields below, or open this prepared email: mailto:alec@upstation.io?subject=Quote%20request%3A%20Aivres%20KRS8000V3%20based%20on%20NVIDIA%20GB200%20NVL72%20%28via%20aivres.upstation.io%29&body=End%20user%20or%20reseller%3A%20%0AEnd-user%20name%20and%20address%3A%20%0AShip-to%20address%3A%20%0APlatform%20%28for%20example%20KR9288-X3%20Intel%20or%20KR9288-E3%20AMD%29%20and%20configuration%3A%20%0AQuantity%3A%20%0AService%3A%203-year%20or%205-year%2C%20NBD%20on-site%20yes/no%2C%20white-glove%20yes/no%3A%20%0AEstimated%20PO%20date%20and%20required%20ship%20date%3A%20%0ATarget%20price%3A%20%0AConfidence%20%28%25%29%3A%20%0A%0ASource%3A%20https%3A//aivres.upstation.io/p/krs8000v3%0A

- End user or reseller
- End-user name and address
- Ship-to address
- Platform (for example KR9288-X3 Intel or KR9288-E3 AMD) and configuration
- Quantity
- Service: 3-year or 5-year, NBD on-site yes/no, white-glove yes/no
- Estimated PO date and required ship date
- Target price
- Confidence (%)

Data as of 2026-10-15.