Hardware Validation
NVIDIA H100 and H200 Benchmarks
Single-node execution. 200M entries. 100% exact recall. Every number validated on production NVIDIA hardware.
H100 80GB HBM3
Production validation results.
All operations from 8 replaced services executed on a single NVIDIA H100 node. No sharding, no distributed coordination, no approximation.
200MEntries Processed
40.4 msp50 Latency
112 msp99 Latency
56.5 GBVRAM Footprint
100%Exact Recall
1,139xIngest Throughput
H200 141GB HBM3e
Next-generation validation surface.
The H200 extends the validation surface with 141GB HBM3e. Larger VRAM budget enables higher rank budgets and denser workload profiles. Expanded validation in progress.
Methodology
What was tested and how.
What Was Tested
109 operations across 8 service categories:
- Redis operations (caching layer)
- PostgreSQL queries (relational)
- Elasticsearch operations (full-text search)
- Pinecone searches (vector)
- Kafka streams (pipelines)
- Feature store serving (ML)
- Graph queries (relationships)
- Object store operations (blob/document)
How We Tested
Sequential single-node execution with rigorous measurement:
- Cold-start measurements
- Warm-start measurements
- Full latency distribution capture
- Memory footprint profiling
- Compression ratio validation
- Recall precision verification