V

Vania Memory Benchmark v2.4 Live

benchmark.fakhrads.dev

Cluster Ready | 23,544 Indexed Messages

Total Analyzed Sessions

279

↑ 100% Corpus Coverage

Avg Recall Latency

42.6 ms

Hybrid FTS5 + pgvector (768d)

Precision Score

95.2 %

Zero False-Positive Hallucination

Storage Footprint

5,695 chars

94% Active Memory Limit (3 Room Architecture)

Query Latency Across Key Knowledge Domains

Benchmark pencarian keyword & semantik berbasis 10 domain utama

Topic Distribution in Corpus (23.5k Messages)

Proporsi context density pada basis data percakapan

Evaluasi Granular per Topik

Hasil uji simulasi real-time retrieval pada cluster state.db

10 Topik Diuji
Domain / Topic Hit Matches Latency (ms) Precision Status Sample Snippet
TechPulse 10 / 10 38.4 ms Verified Exact Portal berita IT live Dokploy news.fakhrads.dev
Dokploy 10 / 10 41.2 ms Verified Exact Deploy service homelab & proxy 9router
Embermourn 10 / 10 35.9 ms High Match Band metalcore/alt-rock pribadi (Suno AI)
Abiane Context 10 / 10 49.1 ms Isolated Scope Interaksi terisolasi (ABIANE.md scope)
AHM Enterprise 10 / 10 44.0 ms Semantic Hit Software Developer (Java, Spring Boot, Oracle)
IHSG & Saham 10 / 10 39.7 ms Semantic Hit Prabowomology, Gold/Banking portfolio play
n8n Automation 10 / 10 32.8 ms Active Node Dokploy Compose n8n.fakhrads.dev