v0 by Vercel vs LangSmith
AI app builder — prompt to full-stack Next.js apps
vs. LLM observability, testing & evaluation — by LangChain
Pricing tiers
v0 by Vercel
Free
$5/month in credits. 7 messages/day limit. Visual Design Mode, GitHub sync, Vercel deploy.
Free
Team
$30/user/month. $30 monthly credits per user + $2 daily login credits. Team collab + shared chats.
$30/mo
Business
$100/user/month. Same credits as Team + training opt-out by default.
$100/mo
Enterprise
Custom. Data never used for training, SAML SSO, RBAC, priority performance, guaranteed SLA.
Custom
LangSmith
Developer (Free)
Free forever. 5,000 traces/month. 14-day retention. 1 seat. Basic evaluations.
Free
Plus
$39/seat/month. 10k base traces included ($2.50 per 1k overage). Full evaluations, custom dashboards, email support.
$39/mo
Enterprise
Custom. Self-host option, SSO, custom retention, dedicated support.
Custom
Free-tier quotas head-to-head
Comparing free on v0 by Vercel vs developer on LangSmith.
| Metric | v0 by Vercel | LangSmith |
|---|---|---|
| No overlapping quota metrics for these tiers. | ||
Features
v0 by Vercel · 14 features
- Component Blocks — Pre-built blocks (pricing tables, hero, forms, etc.) to drop into apps.
- Database Actions — Provision Neon/Supabase/Vercel Postgres from v0.
- Deploy to Vercel — One-click deploy with auto-env-vars.
- GitHub Sync — Two-way sync with real repos. Commit from v0 or edit in repo.
- Image-to-App — Drop a screenshot or Figma → generate matching UI.
- Iterative Chat — Conversational refinement — "make it dark mode" etc.
- MCP Server — Agent access to v0 via Model Context Protocol.
- Next.js 15 App Router — Output targets latest Next.js.
- Project Chats — Related chats grouped into projects.
- Prompt-to-App — Describe in prose → get a full Next.js app.
- shadcn/ui built-in — Component library preselected — consistent DS.
- v0 API — Programmatic access via API key (Premium).
- Vercel AI SDK Integration — Generated apps often include AI SDK scaffolding.
- Visual Design Mode — WYSIWYG editing of generated components.
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.
Developer interfaces
| Kind | v0 by Vercel | LangSmith |
|---|---|---|
| CLI | — | LangSmith CLI |
| SDK | Vercel AI SDK (ai-sdk-v0) | langsmith-js, langsmith-python |
| REST | v0 API (Premium) | LangSmith REST API |
| MCP | v0 MCP Server | LangSmith MCP |
| OTHER | GitHub Sync, v0 Web App, Vercel Deploy | LangSmith Dashboard |
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