# RAG System Builder Metrics

> Sub-skill of rag-system-builder: Metrics.

- Skill: `vamseeachanta/rag-system-builder-metrics` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vamseeachanta/rag-system-builder-metrics`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vamseeachanta/rag-system-builder-metrics/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: vamseeachanta (https://skillmd.com/u/vamseeachanta)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/vamseeachanta/rag-system-builder-metrics

---


# Metrics

## Metrics


| Metric | Typical Value |
|--------|---------------|
| Query latency (end-to-end) | 2-5 seconds |
| Retrieval time | <100ms |
| LLM response time | 1-4 seconds |
| Token usage per query | 500-2000 tokens |
| Answer relevance | 85-95% with good tuning |