ResearchBenchmarksLatency Analysis on LoCoMoLatency Analysis on LoCoMoFollow0Retrieval Latency P50 (ms)LoCoMo-34.24196.88428659.12Apr 9, 2026Evaluation resultsMethodMethodLinksRetrieval Latency P50 (ms)Retrieval Latency P95 (ms)End-to-End Latency P50 (ms)End-to-End Latency P95 (ms)LoCoMoBackbone=GPT-4o-miniBackbone=GPT-4o-mini2026.04002,0543,658MemoryBankBackbone=GPT-4o-miniBackbone=GPT-4o-mini2026.0416514391,047ReadAgentBackbone=GPT-4o-miniBackbone=GPT-4o-mini2026.0434976141,027LightMemBackbone=GPT-4o-miniBackbone=GPT-4o-mini2026.04831675811,325MemGPTBackbone=GPT-4o-miniBackbone=GPT-4o-mini2026.041434512,0873,451A-MEMBackbone=GPT-4o-miniBackbone=GPT-4o-mini2026.048561,5839143,682