Blanc Quant LOB Engine is a deterministic C++20 market-data replay and benchmarking framework (CMake/Ninja) for repeatable, auditable low-latency research. It replays recorded feeds, verifies runs against FNV-based golden-state input digests, and surfaces p50/p95/p99 latency and throughput metrics through a gate-aware telemetry and CI pipeline.