ResearchBenchmarksANN Search on RedSrch0.5BFollow51Throughput (KQPS)HNSW-1.20812.34625.939.454Jun 11, 2026Evaluation ResultsMethodMethodLinksThroughput (KQPS)Storage Efficiency (QPS/$)HNSWDRAM (GB, $)=123, 1KDRAM (GB, $)=123, 1K2026.065151HELMSMANDRAM (GB, $)=8, 64, Ge...DRAM (GB, $)=8, 64, Gen5 SSD (GB, $)=162, 322026.0624250SPANNDRAM (GB, $)=8, 64, Ge...DRAM (GB, $)=8, 64, Gen5 SSD (GB, $)=162, 322026.068.488PipeANNDRAM (GB, $)=8, 64, Ge...DRAM (GB, $)=8, 64, Gen5 SSD (GB, $)=260, 522026.060.87