Agent OPS Overview
LLM cost, latency p50 and p95, error rate and token usage over time with top models.
Choose the primitives library your project already uses. Both look the same: your theme, not the variant, controls colors, shape, type and motion.
About this page
What it's 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.
Includes
- 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
Works with
- Radix UI and Base UI primitives (pick the one your project uses)
- React 19 and Tailwind CSS 4 in Next.js (App Router), Vite, React Router or TanStack Start, installed with the agentic-ui or shadcn CLI
- Your theme tokens, in light and dark mode
- 1 template or blueprint on this site use it (below)
Install
Included with Agentic UI Kit (one-time license). Install needs your license key: see pricing · connect your project.
Agentic UI CLI
agentic-ui add agent-ops-overviewInstalls through shadcn and adapts the component to your design tokens.
shadcn CLI
npx shadcn@4.17.0 add @agentic-ui/agent-ops-overviewUsed in
- Type
- Page
- Variants
- Radix UI and Base UI
- Themes
- Light and dark
- Widths
- Preview it at desktop, tablet and mobile widths above.
- Motion
- Animated, with a reduced-motion fallback
- Sample data
- Ships with sample data in
models.ts,seed.ts,prompts.ts,world-plan.ts,people.ts,prompt-texts.ts,evals.ts,datasets.ts,world.ts,span-kit.ts,span-flows.ts,content.ts; replace it with your own.
- npm packages
lucide-reactrecharts-v2- Registry dependencies
chart-gauge-kpichart-heatmap-matrixchart-sparklinelib-primitives- Files
29 files
- components/agentic-ui/agent-ops-overview/screens/overview.tsx
- components/agentic-ui/agent-ops-overview/lib/store.ts
- components/agentic-ui/agent-ops-overview/lib/types.ts
- components/agentic-ui/agent-ops-overview/lib/slice.ts
- components/agentic-ui/agent-ops-overview/lib/reducer.ts
- components/agentic-ui/agent-ops-overview/lib/eval-scoring.ts
- components/agentic-ui/agent-ops-overview/data/models.ts
- components/agentic-ui/agent-ops-overview/data/seed.ts
- components/agentic-ui/agent-ops-overview/lib/clock.ts
- components/agentic-ui/agent-ops-overview/data/prompts.ts
- components/agentic-ui/agent-ops-overview/data/world-plan.ts
- components/agentic-ui/agent-ops-overview/lib/rng.ts
- components/agentic-ui/agent-ops-overview/data/people.ts
- components/agentic-ui/agent-ops-overview/data/prompt-texts.ts
- components/agentic-ui/agent-ops-overview/data/evals.ts
- components/agentic-ui/agent-ops-overview/data/datasets.ts
- components/agentic-ui/agent-ops-overview/data/world.ts
- components/agentic-ui/agent-ops-overview/data/span-kit.ts
- components/agentic-ui/agent-ops-overview/data/span-flows.ts
- components/agentic-ui/agent-ops-overview/data/content.ts
- components/agentic-ui/agent-ops-overview/lib/stats.ts
- components/agentic-ui/agent-ops-overview/lib/format.ts
- components/agentic-ui/agent-ops-overview/components/time-chart.tsx
- components/agentic-ui/agent-ops-overview/components/common.tsx
- components/agentic-ui/agent-ops-overview/components/overview-models.tsx
- components/agentic-ui/agent-ops-overview/components/overview-kpis.tsx
- components/agentic-ui/agent-ops-overview/components/heat-panel.tsx
- components/agentic-ui/agent-ops-overview/lib/heat-data.ts
- components/agentic-ui/agent-ops-overview/components/overview-health.tsx
Related components
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Evaluation datasets of inputs and expected answers built from production traces.
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Eval runs comparing two prompt versions and models with score charts and a results matrix.
Details and live previewAgent OPS Keys
API key management for a tracing product with create, copy once and revoke.
Details and live previewAgent OPS Prompts
Prompt registry with versions, production and staging labels and a diff between two versions.
Details and live preview