VECTOR
NyxVectorDB
Sub-Millisecond AI Vector Engine
84.2 GB/s Bump Memory Arena & AVX2 SIMD Search

Sub-Millisecond Vector Search.
Zero Garbage Collection Jitter.

Built natively in the Nyx Programming Language with single-cycle SIMD Cosine distance calculation, $O(1)$ lockless region memory allocation, and Hierarchical Navigable Small World (HNSW) indexing.

1,250,000
Indexed High-Dim Vectors
84.2 GB/s
Bump Arena Bandwidth
380 μs
SIMD Cosine Latency
0.00%
Lock Contention (Zero-GC)
High-Dimensional Query Engine
SIMD AVX2 ACCELERATED
Nearest Neighbor Results
380 μs (0.38 ms)
2D Principal Component Projection (PCA)
768-DIM -> 2D CLUSTERS
84.2 GB/s Bump Arena Engine
O(1) ALLOCATION

Traditional vector databases suffer up to 40% latency jitter from glibc malloc lock contention and Garbage Collection pauses during heavy indexing.

Memory Architecture Contiguous Region Arena
Zero free-list traversals; vectors indexed in consecutive cache lines for SIMD registers.
Throughput Guarantee 100,000+ QPS
Zero thread contention locks across 128 hardware threads.
HNSW Multi-Layer Traversal
4 GRAPH LAYERS
[HNSW INIT] Hierarchical Navigable Small World Index mounted. [CONFIG] M = 32 connections/node | efConstruction = 64 | efSearch = 32 [LAYER 3] Top-level fast skip list (128 sparse hubs) [LAYER 2] Regional cluster bridges (2,048 nodes) [LAYER 1] Dense neighborhood graph (32,768 nodes) [LAYER 0] Ground-truth contiguous bump vector arena (1,250,000 vectors) [LATENCY] Average traversal depth: 3.2 hops (<0.12 ms)
Native NyxVectorDB Binary Engine
[SYSTEM] Ready to execute native compiled binary: bin/nyx-vectordb.exe Click the button above to run SIMD vector benchmarks.