Agentmemoryleaderboard
AI-nativeMeasure what your agents remember. Compare what truly matters.
agentmemoryleaderboard.ai Source★ 31AI Models & Agents / Prompts, Evals & LLM Observability
- Monthly visits
- 9.4K
- Sep 2026
- Public revenue
- Undisclosed
- No public revenue evidence yet
- Entry price
- Free
- No monthly subscription pricing
- Launched
- 3mo ago
- 2026-08-13 · Est.
Traffic
Marketing moves
Launches, search & content, referrals, promotionsLaunched on Show HN (2 pts)Launch
An open Add/Search evaluation framework for agent memory — Hi HN, We are trying to make different Agent Memory systems comparable without letting each team choose its own answer model and evaluation pipeline.
Sep 18 · 57d agoLaunch page
At the time: <5K visits/moLaunched on Show HN (3 pts · 1 comments)Launch
Agent Memory Leaderboard – first public results for AI memory systems — We just released the first public results from the Agent Memory Leaderboard (AML). The first evaluation focuses on Text Memory across two…
Aug 13 · 3mo agoLaunch page
At the time: <5K visits/mo
Third-party reviews & case dossiers
Acquisition breakdowns, engineer reviews & open-source metrics- Post excerpt:
- We just released the first public results from the Agent Memory Leaderboard (AML). The first evaluation focuses on Text Memory across two tracks: - Open-source Methods - Commercial Products 136 teams registered, and 69 representative memory frameworks completed the first evaluation. Commercial Products — Text Memory: 1. MemoraX — 58.02 2. MemOS — 45.89 3. NT
Open Source & Self-Hosting
- GitHub Stars
- ★ 31
- Forks
- 1
- License
- See repository
- Primary language
- —
Traffic sources
Traffic breakdown
Channels
- Direct69%
- Organic Search12%
- Social6%
- Referrals6%
- Other6%
Countries
- United States100%
Search
Domain authority —Domain registered 2026-07-24
| Keyword | Monthly volume |
|---|---|
| invmem | 390 |
| agent memory leaderboard | 280 |
| agent memory benchmark | 160 |
| agentmemoryleaderboard.ai ( | 140 |
| agent memory challendge | 0 |
Traffic data: Vaneform
Pricing
Website does not list public plan prices.
Trial: None · Observed 2026-11-03 · Source page
Pages & changes
Key pages
Weekly snapshots- Homeagentmemoryleaderboard.ai/
- Featuresagentmemoryleaderboard.ai/competition/ Snapshot 2026-11-03
Changes
Design
Soft & Friendly (Light canvas, airy density) featuring centered headline + cta layout and illustration / character art visuals.
First-screen preview · click to zoom
First-screen pitch & conversion flow
“Agent Memory Leaderboard”
Centered Headline + CTA hero structure paired with start free / sign up CTA and no explicit trust bar.
Conversion path: Centered Headline + CTA + Illustration / Character Art → Start Free / Sign Up
- Category Positioning Anchor
- Custom Illustration
Palette · click to copy
- Typography
- 8.0
- Color & Contrast
- 8.0
- Layout & Spacing
- 9.0
- Craft & Polish
- 8.0
- Distinctiveness
- 7.0
Structure
- Fonts
- Arial
- Hero layout
- Centered Headline + CTA
- Primary visual
- Illustration / Character Art
- Conversion CTA
- Start Free / Sign Up
- Social proof
- No Explicit Trust Bar
- Navigation
- Full-Width Top Bar
- Theme & density
- Light · Airy
- Corners & depth
- Medium Radius · Hairline borders
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Soft & Friendly (with Minimal Monochrome)
Warm low-saturation pastels, generous rounded corners, and approachable illustrations.
## Design Tokens
```css
:root {
--background: #e5eeee;
--surface: #f5f8f8;
--foreground: #192727;
--muted-foreground: #667574;
--accent: #173f40;
--radius: 8px;
--font-heading: "Arial", ui-sans-serif, system-ui, sans-serif;
--font-body: "Arial", ui-sans-serif, system-ui, sans-serif;
}
```
Color area ratio: Background #E5EEEE (~85%) · Surface #F5F8F8 (~4%) · Text #192727 (~6%) · Muted Text #667574 (~3%) · Accent #173F40 (~2%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.
## Layout & Conversion Structure
- Hero layout: Centered Headline + CTA
- Navigation: Full-Width Top Bar
- Theme & density: Light · Airy
- Border radius & elevation: Medium Radius; no drop shadows—separate layers with hairline borders and whitespace
- Primary visual medium: Illustration / Character Art
- Conversion CTA: Start Free / Sign Up
- Headline hook: Category Positioning Anchor
- Hero components: Custom Illustration
- Spatial layout notes: Centered Headline + CTA hero structure paired with start free / sign up CTA and no explicit trust bar.
- Visual summary: Soft & Friendly (Light canvas, airy density) featuring centered headline + cta layout and illustration / character art visuals.
## Avoid
- Harsh pure-black backgrounds
- Sharp 0px corners
- Cold technical jargon in hero copy
Implement the UI following the design tokens and layout specifications above: use only these color variables, and reserve the accent color strictly for primary actions and active states. Adopt only this visual style—never copy any reference product’s brand name, logo, copy, or imagery.
Questions & evidence
- How much website traffic does Agentmemoryleaderboard get?
- Vaneform estimates 9.4K website visits in 2026-09. Visits can include repeat visits; this estimate does not measure paying customers or revenue.Source
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