Cluster Architecture Specs
H100 SXM5 / B200
GPU Count (Nvidia H100)
8,192 GPUs
Capital Outlay (CaPex)
$240M
Amortization Horizon
36 Months
Avg Prompt Length
512 Tokens
Avg Completion Length
256 Tokens
Active Concurrent Streams
250,000
Interconnect Bandwidth
3,200 Gbps
Target Price Metric
1.5M Tokens/$
Unit Inference Cost
$0.18
Per 1,000,000 Generated Tokens
Peak Token Throughput
12.8M t/s
Cluster Aggregate Capacity
Monthly Operating Amortization
$7.85M
CaPex + Cloud Hosting Overhead
Economics Payback
18.4 Mo
Break-even at $0.50/M tokens
Cluster Architecture Topology
8,192 GPUs / 1,024 Nodes
Current Bottleneck State:
Memory Bandwidth (KV-Cache Bound)
KV-CACHE LIMIT
Unit Cost Curve vs Concurrency Scale
1.5M Tokens/$ Target
Monthly Token Volume Output:
33.1 Billion Tokens
Deployment Configuration Spec Payload
Live Json Schema Output
{ "status": "initializing..." }