Chakra UI vs LangSmith

Chakra UI

LangSmith

Chakra UI · 15 features

• 70+ Components — Button, Input, Modal, Menu, Table, etc.
• Accessibility — WAI-ARIA compliant.
• Animations — Framer Motion under the hood.
• Ark UI (v3) — Headless primitives layer.
• Chakra UI Pro — Paid premium components library.
• Dark Mode — Built-in color mode.
• Data Display — Table, Card, List, Stat, Tag.
• Figma Library — Matching design file (Pro).
• Form Components — Input, Select, Checkbox, Slider.
• Layout Components — Box, Flex, Grid, Stack, Wrap.
• Overlays — Modal, Drawer, Popover, Tooltip.
• Panda CSS (v3) — Build-time atomic CSS engine.
• Recipes (v3) — Variant-based component styling.
• Responsive Props — Object/array syntax.
• Theme Tokens — Colors, spacing, typography as tokens.

LangSmith · 14 features

• Alerts — Threshold alerts on latency, cost, eval metrics.
• Annotation Queues — Human-review workflows for trace quality rating.
• Custom Dashboards — Aggregate metrics dashboards per project/tag.
• Datasets — Collect examples → use as eval sets or training data.
• Evaluations — LLM-as-judge, embedding similarity, custom Python evaluators, offline batch eval…
• LangChain Integration — Auto-trace any LangChain/LangGraph run with env var.
• LangGraph Integration — First-class trace + eval for LangGraph agents.
• LLM Tracing — Automatic trace every LLM call + tool call + chain step.
• OpenTelemetry Export — Export traces as OTLP to Datadog/Honeycomb/etc.
• Playground — Test prompts + models inline before deploying.
• Prompt Canvas — Visual prompt editor with live test + eval.
• Prompt Hub — Public + private prompt library with versioning.
• Self-Hosted (Enterprise) — Docker + k8s deployment in your infra.
• Threads + Sessions — Group traces into conversational sessions.