Agent Memory Leaderboard (@AgentMemoryL) / X

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Agent Memory Leaderboard

37 posts

Agent Memory Leaderboard

@AgentMemoryL

Agent Memory Leaderboard Official.<br>First open championship for agent memory systems.<br>Neutral · Reproducible · Fair.<br>mailto: [email protected]<br>agentmemories.ai/home<br>Joined July 2026

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@AgentMemoryL

Aug 10

The final review is underway. 🚀

We’re currently completing the final verification of code submissions and evaluation data for the Agent Memory Leaderboard.

After reviewing 136+ memory systems from the community, we’re excited to share the first results on August 12.

The Show more

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@AgentMemoryL

Aug 5

⏳ 2 days left to submit your system to Agent Memory Leaderboard.

How do we make memory evaluation fair?

A leaderboard is only meaningful when different systems are compared under the same rules.

That’s why AML focuses on three principles:

Made with AI

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@AgentMemoryL

Aug 3

Great to see researchers from our community sharing the Agent Memory Challenge.

Building a fair and reproducible evaluation framework for agent memory requires collaboration across academia and industry.

Join us and help shape the future of agent memory evaluation. 🚀 Show more

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@JundeMorsenWu

Aug 1

We’re launching an Agent Memory Challenge. Check it out!

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@AgentMemoryL

Aug 2

Only 5 days left for Season 1 submissions.<br>Have an existing agent memory framework, model or API? You don’t need to build an entire evaluation stack to join the AML Leaderboard.<br>Just 2 endpoints (Add + Search), and we handle all answer generation, scoring and benchmark Show more

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@AgentMemoryL

Jul 31

Every agent memory system publishes its own numbers. Almost none of them are comparable.

Different datasets, different answer models, different judges. When a score moves, you can’t tell whether the memory got better or the setup got kinder.

The Agent Memory Challenge has been Show more

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