# Agent OPS Overview

LLM cost, latency p50 and p95, error rate and token usage over time with top models.

- id: `agent-ops-overview`
- Page: https://agentic-ui-kit.com/components/agent-ops-overview
- Live preview: https://agentic-ui-kit.com/live/fixture/agent-ops-overview?piece=agent-ops-overview

## Install

```bash
agentic-ui add agent-ops-overview
npx shadcn@4.17.0 add @agentic-ui/agent-ops-overview
```

## Metadata

- **Level:** page
- **Category:** page
- **Installable in:** Radix UI (registry variant new-york), Base UI (registry variant base-vega)
- **Capabilities:** cost-latency-error-token-charts, p50-p95-latency, kpi-sparkline-cards, period-over-period-delta, top-models-table, budget-gauge, success-rate-gauge, hour-by-weekday-heatmap, needs-attention-list, time-range-switch
- **Intents:** monitor-live, compare-over-time, evaluate-ai
- **Suits domains:** ai-agents, devtools, analytics, saas
- **Interaction:** select, chart-tooltip, tabs, link
- **Screen role:** overview
- **Density:** medium
- **Dark mode:** yes
- **Use it for:** LLM cost, latency p50 and p95, error rate and token usage over time with top models, AI product dashboard with budget gauge, model ranking and a latency heatmap
- **Avoid when:** inspecting one request (use the trace detail), marketing campaign analytics
- **Preserve when adapting:** single-h1-per-page, deterministic-seed-data, link-integrity
- **Replace when adapting:** brand-copy, seed-data, model-price-list
- **Adaptation effort:** low
- **Coupling:** medium
- **Quality breakdown:** visual 9/10, responsive 9/10, accessibility 9/10, code 9/10
- **Uses primitives:** card, table, select
- **npm dependencies:** next, lucide-react, next-themes, recharts, @tanstack/react-table
- **Motion:** profile none, library css, reduced-motion fallback yes
- **Used in:** Agent Ops Console (blueprint)
- **npm dependencies (registry):** lucide-react@0.577.0, recharts-v2@npm:recharts@^2.15.4
- **Registry dependencies:** chart-gauge-kpi, chart-heatmap-matrix, chart-sparkline, lib-primitives