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

Leaderboard

64 systems indexed · 13 independently scored

13 scored · 46 listed · 59 total
Community-VerifiedOSS

gbrain

Garry Tan

100.0
100.0
verified
May 14Details
Community-VerifiedOSS

Letta

Letta Inc

80.0
80.0
verified
May 12Details
Community-VerifiedOSS

Graphiti

Zep Software

65.0
65.0
verified
May 16Details
Community-VerifiedOSS

LangMem

LangChain Inc

60.0
60.0
verified
May 13Details
Community-VerifiedFramework

LlamaIndex Memory

LlamaIndex

59.0
59.0
verified
May 11Details
Community-VerifiedResearch

LLM Baseline (GPT-4o-mini)

No memory system

57.6
57.6
verified
May 11Details
Community-VerifiedFramework

AutoGPT Memory

Significant Gravitas

47.4
47.4
verified
May 12Details
Community-VerifiedFramework

CrewAI Memory

CrewAI Inc

46.0
46.0
verified
May 12Details
Community-VerifiedFramework

LangChain Memory

LangChain Inc

34.0
34.0
verified
May 11Details
Community-VerifiedOSS

Mem0

Mem0 Inc

32.4
32.4
verified
May 11Details
Community-VerifiedOSS

Mem0 OSS

Mem0 Inc

32.4
32.4
verified
May 12Details
Community-VerifiedOSS

Quivr

QuivrHQ

7.3
7.3
verified
May 16Details
Community-VerifiedOSS

Cognee

Cognee

0.0
0.0
verified
May 16Details
ListedResearch

A-MEM

AGI Research

Listed
May 16Details
ListedOSS

Agno

Agno AGI

Listed
May 15Details
ListedOSS

Aider

Aider AI

Listed
May 15Details
ListedOSS

AnythingLLM

Mintplex Labs

Listed
May 15Details
ListedClosed

ByteRover

ByteRover Technologies

Listed
May 3Details
ListedFramework

CAMEL

CAMEL-AI

Listed
May 14Details
ListedOSS

ChatDev

OpenBMB

Listed
May 15Details
ListedOSS

Chroma

Chroma

Listed
May 15Details
ListedFramework

Claude Code Memory

Anthropic

Listed
May 7Details
ListedOSS

claude-mem

thedotmack

Listed
May 16Details
ListedOSS

Composio

ComposioHQ

Listed
May 15Details
ListedClosed

Cursor Memory

Anysphere

Listed
May 4Details
ListedResearch

ENGRAM

ENGRAM Research

Listed
Apr 12Details
ListedOSS

Flowise

FlowiseAI

Listed
May 15Details
ListedFramework

gstack

gstack

Listed
May 5Details
ListedOSS

Honcho

Plastic Labs

Listed
Apr 25Details
ListedOSS

Julep

Julep AI

Listed
Apr 20Details
ListedOSS

Khoj

Khoj Inc

Listed
May 6Details
ListedOSS

Kotaemon

Cinnamon

Listed
May 14Details
ListedFramework

Langflow

Langflow AI

Listed
May 15Details
ListedOSS

LangMem

LangChain Inc

Listed
May 2Details
ListedResearch

Memary

Memary Research

Listed
Apr 15Details
ListedOpen Core

Memgraph

Memgraph

Listed
May 14Details
ListedClosed

MemMachine

MemMachine AI

Listed
Apr 28Details
ListedOpen Core

Memobase

Memobase Inc

Listed
Apr 27Details
ListedOpen Core

Memobase

Memobase Inc

Listed
Apr 22Details
ListedClosed

Memori

Memori Labs

Listed
Apr 18Details
ListedOSS

Memori

Memori Labs

Listed
Apr 18Details
ListedOSS

Memoripy

caspianmoon

Listed
May 14Details
ListedResearch

MemoryOS

MemoryOS

Listed
Apr 16Details
ListedResearch

MemOS

MemOS Research

Listed
Apr 25Details
ListedOSS

Microsoft GraphRAG

Microsoft

Listed
May 1Details
ListedOSS

Milvus

Zilliz

Listed
May 15Details
ListedOSS

Motorhead

Metal

Listed
May 14Details
ListedOSS

Obsidian Smart Connections

Brian Joseph Petro

Listed
May 3Details
ListedResearch

OMEGA

OMEGA Research Group

Listed
Apr 29Details
ListedOSS

OpenHands

OpenHands

Listed
May 15Details
ListedOSS

OpenMemory

Mem0 Inc

Listed
May 8Details
ListedOSS

Phantom

Ghostwright

Listed
May 16Details
ListedOSS

Pydantic AI

Pydantic

Listed
May 15Details
ListedOSS

Qdrant

Qdrant

Listed
May 15Details
ListedOSS

RagFlow

InfiniFlow

Listed
May 15Details
ListedSource Available

ReMe

ReMe AI

Listed
Apr 15Details
ListedOSS

SWE-agent

SWE-agent

Listed
May 15Details
ListedOSS

TencentDB Agent Memory

Tencent

Listed
May 16Details
ListedOSS

Weaviate

Weaviate

Listed
May 15Details

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