Benchmark Hub
CI platform suite (graph, Sentinel, streaming, ontology) plus interactive browser probes. Not graph-only anymore — see comparative benchmarks for multi-engine graph shoot-outs.
CI Platform Suite
Live measurements from qualia-cli bench --suite full committed as llm_benchmark_results.json. Includes graph primitives, Sentinel governance, lazy streaming, and WordNet/SHACL highlights.
Graph Operation Benchmarks
Core semantic graph operations — point lookup, two-hop traversal, predicate filtering, and ingestion performance.
execute_ntriples_query + compile_query_to_json (timings measured here). For multi-engine graph comparisons use the CI Platform Suite tab or comparative benchmarks.
Live RDF graph (queried by execute_ntriples_query) - drag nodes / scroll to zoom
Relationship Explorer
Latency Distribution
Throughput Over Time
Scientific Computing Primitives
Native scientific primitives integrated with the semantic graph — thermodynamics, ODE solvers, bioinformatics, and clinical risk calculations.
Performance by Domain
Precision Comparison
Spatial Mathematics Benchmarking
Geometric algebra, spatial indexing, and topological operations — benchmarking spatial query performance.
Interactive 3D object — drag to rotate · scroll to zoom
Spatial Operation Performance
Dimension Scaling
Q42 10D Tensor Benchmarking
High-dimensional tensor operations using the QualiaQuin 48-byte structure — benchmarking 10D tensor performance with zero-heap compliance.
Tensor Operation Performance
Dimension vs Performance
SPARQL Query Integration
Benchmark SPARQL query performance over QualiaQuin storage — comparing native SPARQL vs QualiaDB optimized queries.
Live query graph - measured matches
SPARQL Match Explorer
Query Latency Distribution
Complexity vs Performance
Zero-Heap Compliance Demonstration
Demonstrating QualiaDB's zero-heap compliance — all operations use fixed-size buffers and stack allocation, no dynamic memory allocation in hot paths.
Heap Allocation Tracking
Performance Comparison
Zero-Heap Compliance Status
Browser LLM Benchmarks
QualiaDB's native WASM + WebGPU LLM (.q42 AOT, ~5.9 tok/s on SmolLM2-360M) vs WebLLM / Transformers.js. Loaded on demand � the LLM engine and comparison adapters initialise only when you open this tab.
QualiaDB v0.0.30 • Zero-Heap Semantic Graph Engine • Built for the Edge