# Agent memory compared head to head (slim)

> 55 head-to-head comparisons of memory layers for AI agents, grouped by the job each pair shares, with benchmark scores for both sides.

- Full: https://www.anchorterminal.com/compare/agent-memory/index.md (~2,100 tokens) · this version ~2,030 tokens · JSON https://www.anchorterminal.com/compare/agent-memory/index.json · canonical https://www.anchorterminal.com/compare/agent-memory/
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-08

- Ranked table: https://www.anchorterminal.com/categories/agent-memory.md
- Shortlist and picks by need: https://www.anchorterminal.com/best/agent-memory/index.md

## Ranked

1. [Amazon Bedrock AgentCore Memory](https://www.anchorterminal.com/tools/agentcore-memory.md) A 79.4
2. [Zep](https://www.anchorterminal.com/tools/zep.md) B 69.3
3. [Honcho](https://www.anchorterminal.com/tools/honcho.md) B 64.1
4. [Supermemory API + MCP](https://www.anchorterminal.com/tools/supermemory.md) B 63.6
5. [Mem0 Platform + MCP](https://www.anchorterminal.com/tools/mem0.md) C 56.1
6. [Cognee](https://www.anchorterminal.com/tools/cognee.md) C 54.6
7. [Memory (MCP reference server)](https://www.anchorterminal.com/tools/memory-reference-server.md) C 54.2
8. [Graphiti](https://www.anchorterminal.com/tools/graphiti.md) D 53.3
9. [Hindsight](https://www.anchorterminal.com/tools/hindsight.md) D 50.2
10. [LangMem](https://www.anchorterminal.com/tools/langmem.md) D 47.9

## Agent memory

- [Amazon Bedrock AgentCore Memory vs Cognee](https://www.anchorterminal.com/compare/agentcore-memory-vs-cognee.md): A 79.4 vs C 54.6
- [Amazon Bedrock AgentCore Memory vs Graphiti](https://www.anchorterminal.com/compare/agentcore-memory-vs-graphiti.md): A 79.4 vs D 53.3
- [Amazon Bedrock AgentCore Memory vs Hindsight](https://www.anchorterminal.com/compare/agentcore-memory-vs-hindsight.md): A 79.4 vs D 50.2
- [Amazon Bedrock AgentCore Memory vs Honcho](https://www.anchorterminal.com/compare/agentcore-memory-vs-honcho.md): A 79.4 vs B 64.1
- [Amazon Bedrock AgentCore Memory vs LangMem](https://www.anchorterminal.com/compare/agentcore-memory-vs-langmem.md): A 79.4 vs D 47.9
- [Amazon Bedrock AgentCore Memory vs LocalGhost](https://www.anchorterminal.com/compare/agentcore-memory-vs-localghost.md): A 79.4 vs D 52.6
- [Amazon Bedrock AgentCore Memory vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/agentcore-memory-vs-mem0.md): A 79.4 vs C 56.1
- [Amazon Bedrock AgentCore Memory vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/agentcore-memory-vs-memory-reference-server.md): A 79.4 vs C 54.2
- [Amazon Bedrock AgentCore Memory vs Supermemory API + MCP](https://www.anchorterminal.com/compare/agentcore-memory-vs-supermemory.md): A 79.4 vs B 63.6
- [Amazon Bedrock AgentCore Memory vs Zep](https://www.anchorterminal.com/compare/agentcore-memory-vs-zep.md): A 79.4 vs B 69.3
- [Cognee vs Graphiti](https://www.anchorterminal.com/compare/cognee-vs-graphiti.md): C 54.6 vs D 53.3
- [Cognee vs Hindsight](https://www.anchorterminal.com/compare/cognee-vs-hindsight.md): C 54.6 vs D 50.2
- [Cognee vs Honcho](https://www.anchorterminal.com/compare/cognee-vs-honcho.md): C 54.6 vs B 64.1
- [Cognee vs LangMem](https://www.anchorterminal.com/compare/cognee-vs-langmem.md): C 54.6 vs D 47.9
- [Cognee vs LocalGhost](https://www.anchorterminal.com/compare/cognee-vs-localghost.md): C 54.6 vs D 52.6
- [Cognee vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/cognee-vs-mem0.md): C 54.6 vs C 56.1
- [Cognee vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/cognee-vs-memory-reference-server.md): C 54.6 vs C 54.2
- [Cognee vs Supermemory API + MCP](https://www.anchorterminal.com/compare/cognee-vs-supermemory.md): C 54.6 vs B 63.6
- [Cognee vs Zep](https://www.anchorterminal.com/compare/cognee-vs-zep.md): C 54.6 vs B 69.3
- [Graphiti vs Hindsight](https://www.anchorterminal.com/compare/graphiti-vs-hindsight.md): D 53.3 vs D 50.2
- [Graphiti vs Honcho](https://www.anchorterminal.com/compare/graphiti-vs-honcho.md): D 53.3 vs B 64.1
- [Graphiti vs LangMem](https://www.anchorterminal.com/compare/graphiti-vs-langmem.md): D 53.3 vs D 47.9
- [Graphiti vs LocalGhost](https://www.anchorterminal.com/compare/graphiti-vs-localghost.md): D 53.3 vs D 52.6
- [Graphiti vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/graphiti-vs-mem0.md): D 53.3 vs C 56.1
- [Graphiti vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/graphiti-vs-memory-reference-server.md): D 53.3 vs C 54.2
- [Graphiti vs Supermemory API + MCP](https://www.anchorterminal.com/compare/graphiti-vs-supermemory.md): D 53.3 vs B 63.6
- [Graphiti vs Zep](https://www.anchorterminal.com/compare/graphiti-vs-zep.md): D 53.3 vs B 69.3
- [Hindsight vs Honcho](https://www.anchorterminal.com/compare/hindsight-vs-honcho.md): D 50.2 vs B 64.1
- [Hindsight vs LangMem](https://www.anchorterminal.com/compare/hindsight-vs-langmem.md): D 50.2 vs D 47.9
- [Hindsight vs LocalGhost](https://www.anchorterminal.com/compare/hindsight-vs-localghost.md): D 50.2 vs D 52.6
- [Hindsight vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/hindsight-vs-mem0.md): D 50.2 vs C 56.1
- [Hindsight vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/hindsight-vs-memory-reference-server.md): D 50.2 vs C 54.2
- [Hindsight vs Supermemory API + MCP](https://www.anchorterminal.com/compare/hindsight-vs-supermemory.md): D 50.2 vs B 63.6
- [Hindsight vs Zep](https://www.anchorterminal.com/compare/hindsight-vs-zep.md): D 50.2 vs B 69.3
- [Honcho vs LangMem](https://www.anchorterminal.com/compare/honcho-vs-langmem.md): B 64.1 vs D 47.9
- [Honcho vs LocalGhost](https://www.anchorterminal.com/compare/honcho-vs-localghost.md): B 64.1 vs D 52.6
- [Honcho vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/honcho-vs-mem0.md): B 64.1 vs C 56.1
- [Honcho vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/honcho-vs-memory-reference-server.md): B 64.1 vs C 54.2
- [Honcho vs Supermemory API + MCP](https://www.anchorterminal.com/compare/honcho-vs-supermemory.md): B 64.1 vs B 63.6
- [Honcho vs Zep](https://www.anchorterminal.com/compare/honcho-vs-zep.md): B 64.1 vs B 69.3
- [LangMem vs LocalGhost](https://www.anchorterminal.com/compare/langmem-vs-localghost.md): D 47.9 vs D 52.6
- [LangMem vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/langmem-vs-mem0.md): D 47.9 vs C 56.1
- [LangMem vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/langmem-vs-memory-reference-server.md): D 47.9 vs C 54.2
- [LangMem vs Supermemory API + MCP](https://www.anchorterminal.com/compare/langmem-vs-supermemory.md): D 47.9 vs B 63.6
- [LangMem vs Zep](https://www.anchorterminal.com/compare/langmem-vs-zep.md): D 47.9 vs B 69.3
- [LocalGhost vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/localghost-vs-mem0.md): D 52.6 vs C 56.1
- [LocalGhost vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/localghost-vs-memory-reference-server.md): D 52.6 vs C 54.2
- [LocalGhost vs Supermemory API + MCP](https://www.anchorterminal.com/compare/localghost-vs-supermemory.md): D 52.6 vs B 63.6
- [LocalGhost vs Zep](https://www.anchorterminal.com/compare/localghost-vs-zep.md): D 52.6 vs B 69.3
- [Mem0 Platform + MCP vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/mem0-vs-memory-reference-server.md): C 56.1 vs C 54.2
- [Mem0 Platform + MCP vs Supermemory API + MCP](https://www.anchorterminal.com/compare/mem0-vs-supermemory.md): C 56.1 vs B 63.6
- [Mem0 Platform + MCP vs Zep](https://www.anchorterminal.com/compare/mem0-vs-zep.md): C 56.1 vs B 69.3
- [Memory (MCP reference server) vs Supermemory API + MCP](https://www.anchorterminal.com/compare/memory-reference-server-vs-supermemory.md): C 54.2 vs B 63.6
- [Memory (MCP reference server) vs Zep](https://www.anchorterminal.com/compare/memory-reference-server-vs-zep.md): C 54.2 vs B 69.3
- [Supermemory API + MCP vs Zep](https://www.anchorterminal.com/compare/supermemory-vs-zep.md): B 63.6 vs B 69.3