AI & Agents

Agent Memory Leaderboard｜智能体记忆系统公开评测

Last updated 2026-08-13 · benchmark measured 2026-09-15 — deterministic & reproducible

Open benchmark for comparing agent memory systems across textual and coding tracks.

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Legit.Show scored Agent Memory Leaderboard｜智能体记忆系统公开评测 77/100 on 2026-09-15, measured across all 7 frames from its public surface. legit.show/s/agentmemoryleaderboard-ai/2026-09-15

Is Agent Memory Leaderboard｜智能体记忆系统公开评测 production-ready?

Legit.Show scores Agent Memory Leaderboard｜智能体记忆系统公开评测 77 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Agent Memory Leaderboard｜智能体记忆系统公开评测 (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Accessibility; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — 66/100
• Accessibility — 100/100
• Security — 100/100
  How this compares across the catalogue: The Web Security Baseline
• Privacy — 25/100
  How this compares across the catalogue: The Privacy Gap
• Reliability — 100/100
• Standards — 86/100
• Discoverability — 60/100

What we measured

• Security headers present: CSP, HSTS, X-Frame-Options, X-Content-Type-Options, Referrer-Policy.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 1104 ms to first byte.
• Returns a proper 404 for unknown routes.
• 3 of 3 sampled routes reachable.
• No privacy policy found.
• Sets cookies / loads scripts with no consent prompt.
• Discoverable: OpenGraph image.

Who built it

product account @AgentMemoryL

Who it's for

AI researchers · Open source projects · Commercial product teams · Agent developers · Memory system creators

Sources and updates

Description

Taken from agentmemoryleaderboard.ai's own website on 2026-08-13.

Benchmark

Measured by Legit.Show from the live site, the way any visitor sees it — with no access to its code or accounts. Same method for every product, and no AI decides the score. Last checked 2026-09-15.

Put together from public information, without Agent Memory Leaderboard｜智能体记忆系统公开评测's involvement. If anything here is wrong, tell us and a person will check it.

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