Live DB — analyst tables
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Neoclouds/AI Lab/SovAI 2048 400G per XPU Bandwidth NIC - 400G Emerging Neocloud Ethernet Cluster Configuration
OTHER-400G Generic-2L
Neoclouds/AI Lab/SovAI · 400G per XPU Bandwidth · NIC - 400G
Rack type
—
Cluster / location
Default 2-Layer Cluster
Buyer profile
Emerging Neocloud
Networking type
Ethernet
Number of XPUs
2,048
NIC used
NIC - 400G
NICs / XPU
1
Scale-out BW / XPU
400G
XPU / server
8
Scale-up network
2 rows
Assigned blockDefault
400G per XPU Bandwidth
Scale-UpXPU: 400G per XPU Bandwidth2 linesshared by 2 SKUs
Scale-Up Parts Summary
2
| Item | Qty/Cluster | Qty/Server | Attach/XPU |
|---|---|---|---|
| Nvidia NVSwitch 3.0 (NVLink 4) | 1,024 | 4.00 | 0.50 |
| NVLink PCIe 5.0 x16 Retimer | 2,048 | 8.00 | 1.00 |
Backend network
5 rows
Assigned blockDefault
400G per XPU Bandwidth - 400G NIC - 2L - ETH - TH4 - Generic
BackendXPU: 400G per XPU Bandwidth5 linesshared by 2 SKUs
Backend Parts Summary
5
| Item | Qty/Cluster | Qty/Server | Attach/XPU |
|---|---|---|---|
| Generic 400G SR4 | 2,048 | 8.00 | 1.00 |
| Generic 400G Multimode | 4,096 | 16.00 | 2.00 |
| Generic 800G SR8 | 3,072 | 12.00 | 1.50 |
| NIC - 400G | 2,048 | 8.00 | 1.00 |
| BlackBox Tomahawk 4 25.6T | 96 | 0.38 | 0.05 |
Frontend network
11 rows
Assigned blockDefault
400G per XPU Bandwidth - BlackBox TH5 - Generic
FrontendXPU: 400G per XPU Bandwidth11 linesshared by 2 SKUs
Frontend Parts Summary
11
| Item | Qty/Cluster | Qty/Server | Attach/XPU |
|---|---|---|---|
| BlackBox Tomahawk 5 51.2T | 25 | 0 | 0.0120 |
| BlackBox Tomahawk 3 12.8T | 0 | 0 | 0.0001 |
| BlackBox Tomahawk 2 6.4T | 4 | 0 | 0.0018 |
| BlackBox Tomahawk 1GbE Ethernet | 30 | 0 | 0.0147 |
| Generic 800G SR8 | 1,189 | 5 | 0.5807 |
| Generic 400G SR4 | 1,183 | 5 | 0.5777 |
| Generic 100G SR4 QSFP28 | 525 | 2 | 0.2563 |
| Generic 800G Multimode | 1,628 | 6 | 0.7947 |
| Generic 400G Multimode | 8 | 0 | 0.0041 |
| Generic 100G Multimode | 234 | 1 | 0.1142 |
| RJ45 Cables | 1,443 | 6 | 0.7048 |
Compute Tray Networking Content
Assigned blockDefault
400G per XPU Bandwidth - Generic
Compute TrayXPU: 400G per XPU Bandwidth0 linesshared by 2 SKUs
Compute Tray Parts Summary
0
| Item | Qty/Cluster | Qty/Server | Attach/XPU |
|---|
2026 share
Nvidia NVSwitch 3.0 (NVLink 4)Σ 100%
%
NVLink PCIe 5.0 x16 RetimerΣ 100%
%
| Item | Unit Cost | Quantity | Quantity (per Server) | Quantity (per XPU) | Extended Price for Cluster | Extended Price per Server | Power (W) per Unit | Extended Power (W) per Cluster | Extended Power (W) per Server | Device Type | Hyperscaler | Vendor | Manufacturer | Component | Speed | SerDes Speed | Protocol | Technology | XPU | Network | Tab Name |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Per-server cost: $5,266.67 | |||||||||||||||||||||
| $1,200.00 | 1,024 | 4.00 | 0.50 | $1,228,800.00 | $4,800.00 | 407 W | 417,178 W | 1,630 W | Scale-Up Switch | Neoclouds/AI Lab/SovAI | Nvidia | — | Device Level | — | — | NVLink | — | 400G per XPU Bandwidth | Scale-Up | OTHER-400G Generic-2L | |
| $58.33 | 2,048 | 8.00 | 1.00 | $119,466.67 | $466.67 | 9 W | 18,432 W | 72 W | Retimer | Neoclouds/AI Lab/SovAI | Astera | Astera | L1 Abstraction | — | — | — | — | 400G per XPU Bandwidth | Scale-Up | OTHER-400G Generic-2L | |
Per-server cost: $30,802.10 | |||||||||||||||||||||
| $253.58 | 2,048 | 8.00 | 1.00 | $519,321.60 | $2,028.60 | 9 W | 18,432 W | 72 W | Transceiver | Neoclouds/AI Lab/SovAI | AAOI | — | Device Level | — | 112G | Ethernet | Fully Retimed | 400G per XPU Bandwidth | Backend | OTHER-400G Generic-2L | |
| $198.00 | 4,096 | 16.00 | 2.00 | $811,008.00 | $3,168.00 | 0 W | 0 W | 0 W | Fiber | Neoclouds/AI Lab/SovAI | Others | — | Device Level | — | — | — | — | 400G per XPU Bandwidth | Backend | OTHER-400G Generic-2L | |
| $484.00 | 3,072 | 12.00 | 1.50 | $1,486,848.00 | $5,808.00 | 14 W | 43,008 W | 168 W | Transceiver | Neoclouds/AI Lab/SovAI | AAOI | — | Device Level | — | 112G | Ethernet | Fully Retimed | 400G per XPU Bandwidth | Backend | OTHER-400G Generic-2L | |
| $1,000.00 | 2,048 | 8.00 | 1.00 | $2,048,000.00 | $8,000.00 | 75 W | 153,600 W | 600 W | NIC | Neoclouds/AI Lab/SovAI | Others | — | Device Level | — | — | — | — | 400G per XPU Bandwidth | Backend | OTHER-400G Generic-2L | |
| $31,460.00 | 96 | 0.38 | 0.05 | $3,020,160.00 | $11,797.50 | 850 W | 81,600 W | 319 W | Switch | Neoclouds/AI Lab/SovAI | Arista | — | Device Level | — | 224G | Ethernet | — | 400G per XPU Bandwidth | Backend | OTHER-400G Generic-2L | |
Per-server cost: $10,297.82 | |||||||||||||||||||||
| $44,000.00 | 25 | 0.10 | 0.01 | $1,081,701.59 | $4,225.40 | 1,200 W | 29,501 W | 115 W | Switch | Neoclouds/AI Lab/SovAI | Arista | — | Device Level | — | 224G | Ethernet | — | 400G per XPU Bandwidth | Frontend | OTHER-400G Generic-2L | |
| $17,900.00 | 0 | 0.00 | 0.00 | $1,818.41 | $7.10 | 630 W | 64 W | 0 W | Switch | Neoclouds/AI Lab/SovAI | Arista | — | Device Level | — | 112G | Ethernet | — | 400G per XPU Bandwidth | Frontend | OTHER-400G Generic-2L | |
| $12,500.00 | 4 | 0.01 | 0.00 | $45,714.29 | $178.57 | 250 W | 914 W | 4 W | Switch | Neoclouds/AI Lab/SovAI | Arista | — | Device Level | — | 112G | Ethernet | — | 400G per XPU Bandwidth | Frontend | OTHER-400G Generic-2L | |
| $3,300.00 | 30 | 0.12 | 0.01 | $99,230.48 | $387.62 | 100 W | 3,007 W | 12 W | Switch | Neoclouds/AI Lab/SovAI | Others | — | Device Level | — | — | — | — | 400G per XPU Bandwidth | Frontend | OTHER-400G Generic-2L | |
| $484.00 | 1,189 | 4.65 | 0.58 | $575,612.75 | $2,248.49 | 14 W | 16,650 W | 65 W | Transceiver | Neoclouds/AI Lab/SovAI | AAOI | — | Device Level | — | 112G | Ethernet | Fully Retimed | 400G per XPU Bandwidth | Frontend | OTHER-400G Generic-2L | |
| $253.58 | 1,183 | 4.62 | 0.58 | $300,000.96 | $1,171.88 | 9 W | 10,648 W | 42 W | Transceiver | Neoclouds/AI Lab/SovAI | AAOI | — | Device Level | — | 112G | Ethernet | Fully Retimed | 400G per XPU Bandwidth | Frontend | OTHER-400G Generic-2L | |
| $59.89 | 525 | 2.05 | 0.26 | $31,443.46 | $122.83 | 3 W | 1,575 W | 6 W | Transceiver | Neoclouds/AI Lab/SovAI | AAOI | — | Device Level | — | 28G | Ethernet | Fully Retimed | 400G per XPU Bandwidth | Frontend | OTHER-400G Generic-2L | |
| $277.20 | 1,628 | 6.36 | 0.79 | $451,179.52 | $1,762.42 | 0 W | 0 W | 0 W | Fiber | Neoclouds/AI Lab/SovAI | Others | — | Device Level | — | — | — | — | 400G per XPU Bandwidth | Frontend | OTHER-400G Generic-2L | |
| $198.00 | 8 | 0.03 | 0.00 | $1,649.37 | $6.44 | 0 W | 0 W | 0 W | Fiber | Neoclouds/AI Lab/SovAI | Others | — | Device Level | — | — | — | — | 400G per XPU Bandwidth | Frontend | OTHER-400G Generic-2L | |
| $198.00 | 234 | 0.91 | 0.11 | $46,303.09 | $180.87 | 0 W | 0 W | 0 W | Fiber | Neoclouds/AI Lab/SovAI | Corning | — | Device Level | — | — | — | — | 400G per XPU Bandwidth | Frontend | OTHER-400G Generic-2L | |
| $1.10 | 1,443 | 5.64 | 0.70 | $1,587.69 | $6.20 | 0 W | 0 W | 0 W | Cable | Neoclouds/AI Lab/SovAI | Amphenol | — | Device Level | — | — | — | — | 400G per XPU Bandwidth | Frontend | OTHER-400G Generic-2L | |
| By fabric | |||||||||||||||||||||
| Total Scale-Up | $1,348,266.67 | $5,266.67 | 435,610 W | 1,702 W | |||||||||||||||||
| Total Backend | $7,885,337.60 | $30,802.10 | 296,640 W | 1,159 W | |||||||||||||||||
| Total Frontend | $2,636,241.59 | $10,297.82 | 62,359 W | 244 W | |||||||||||||||||
| Grand Total Cluster Networking | $11,869,845.86 | $46,366.59 | 794,609 W | 3,104 W | |||||||||||||||||
| By component | |||||||||||||||||||||
| Total Transceivers | $2,913,226.77 | $11,379.79 | 90,313 W | 353 W | |||||||||||||||||
| Total Switches | $4,248,624.76 | $16,596.19 | 115,086 W | 450 W | |||||||||||||||||
| Total Fiber | $1,310,139.98 | $5,117.73 | 0 W | 0 W | |||||||||||||||||
| Total Cables | $1,587.69 | $6.20 | 0 W | 0 W | |||||||||||||||||
| Total Connectors | — | — | — | — | |||||||||||||||||
| Total NICs | $2,048,000.00 | $8,000.00 | 153,600 W | 600 W | |||||||||||||||||