llamaindex-memory 0.0 on LoCoMollm-baseline 0.0 on LoCoMomem0-local 0.0 on LongMemEvalmem0-local 0.0 on LongMemEvalllamaindex-memory 0.0 on LongMemEvalllm-baseline 0.0 on LongMemEvallangchain-memory 0.0 on LongMemEvalcognee 0.0 on LongMemEval13 systems independently scored64 systems indexedllamaindex-memory 0.0 on LoCoMollm-baseline 0.0 on LoCoMomem0-local 0.0 on LongMemEvalmem0-local 0.0 on LongMemEvalllamaindex-memory 0.0 on LongMemEvalllm-baseline 0.0 on LongMemEvallangchain-memory 0.0 on LongMemEvalcognee 0.0 on LongMemEval13 systems independently scored64 systems indexed

Memoripy

Listed
caspianmoonGitHub(0.7k)Last tested May 14, 2026

AI memory layer with short- and long-term storage, semantic clustering, and optional persistent storage. Lightweight Python library for adding memory to LLM applications.

Scores from 0–100. Higher is better. LLM Baseline (no memory system) scores 57.6%. How we calculate this →

TrackConversational Memory
Track Index
0.0/100

Based on 2 benchmarks.4 pending.

Benchmark Results

BenchmarkScoreStatusReceipt
LongMemEval0.0VerifiedView
LoCoMoPendingPending--
Reliability0.0VerifiedView
Truth ArbitrationPendingPending--
Memory PoisoningPendingPending--
Budget CurvesPendingPending--
Other Benchmarks
Knowledge RetrievalNot applicable — outside Conversational Memory track
Knowledge ScaleNot applicable — outside Conversational Memory track

Per-Capability Score Matrix

DimensionLongMemEvalReliability
Recall0.0--
Temporal0.0--
Reasoning0.0--
Hallucination--0.0
Stale Memory--0.0
Entity Confusion--0.0
Deletion--0.0
Overall0.00.0

Per-Benchmark Breakdown

BenchmarkVerifiedNuance

Performance Over Time — LongMemEval

2026-05-11 to 2026-05-13
0255075100baseline05-1105-1205-13

Command Palette

Search for a command to run...