Show HN: Agent Memory Leaderboard – first public results for AI memory systems
The Agent Memory Leaderboard is a public benchmark for comparing textual and coding-agent memory systems using a consistent evaluation flow. It offers separate tracks for textual memory and coding agent memory, with a hosted Add/Search API and optional GitHub repository submissions. The first-cycle results are scheduled for release in mid‑August, and academic submissions are currently open.
- ▪The leaderboard provides public rankings with filters, dataset columns, and score bars for each track.
- ▪Participants can evaluate their systems via a hosted Add/Search API or by submitting a Dockerized GitHub repository.
- ▪A smoke test must be passed before submitting a full evaluation for review.
- ▪Academic board submissions are accepted now, with results expected in mid‑August.
Hacker News (AI / LLM) files mainly under ai. We currently carry 4,376 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | Agentmemoryleaderboard |
| Canonical URL | https://agentmemoryleaderboard.ai/leaderboard/academic/textual |
| Publication time | Thu, 13 Aug 2026 03:09:45 +0000 |
| Retrieval time | 2026-08-13T03:55:46.858Z |
| Last seen | 2026-08-13T03:55:46.858Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | _jjG5EbX4VV0 · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
Agent Memory Leaderboard Home Competition Leaderboard Evaluation Documentation API Guide Benchmark Contribution ENEnglish 中中文 SlateCool and precise EmberWarm and editorial SignalBright and technical HarborCalm and professional NocturneDark and focused OPEN BENCHMARK Agent Memory Leaderboard A public benchmark space for comparing textual and coding-agent memory systems under a consistent evaluation flow. View Leaderboard Submit Evaluation Request Read Documentation Submit Evaluation Request Leaderboard Preview Textual Coding Open Full Textual Board Benchmark Tracks Each track keeps its own result table and detailed metric breakdown. Textual Memory Long-context, persona, script, and conversation-memory benchmarks.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Agentmemoryleaderboard.
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