LangSmith vs New Relic: Which Should You Choose in 2026?
Choosing between LangSmith and New Relic comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.
By Toolradar Team · Last updated March 22, 2026 · Methodology
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
LangSmith
Debug, monitor, and optimize your LLM applications and AI agents with comprehensive observability.
Best for you if:
- 0
- • You need real-time analytics features specifically
- • Debug LLM applications with detailed agent tracing.
- • Monitor key business metrics with live dashboards and alerts.
New Relic
Observability made simple
Best for you if:
- 0
- • You need data visualization features specifically
- • Full-stack observability platform with APM, infrastructure monitoring, and logs
- • Generous free tier: 100GB/month data ingest + 1 full-access user
| At a Glance |  LangSmith |  New Relic |
|---|---|---|
Price | Free + Paid | Free + Paid |
Best For | Real-Time Analytics | Data Visualization |
Rating | — | — |
| Feature | LangSmith | New Relic |
|---|---|---|
| Pricing Model | Freemium | Freemium |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | Real-Time AnalyticsDebugging | Data VisualizationMonitoring |
How LangSmith and New Relic Compare
LangSmith
Debug, monitor, and optimize your LLM applications and AI agents with comprehensive observability.
Free tier available
New Relic
Observability made simple
Free tier available
LangSmith is a real-time analytics tool. New Relic is in data visualization.
Who Should Use What?
On a budget?
Both are freemium. Compare plans on their websites.
Go with: LangSmith
Want the highest-rated option?
Neither has user reviews yet.
Go with: LangSmith
Value user reviews?
Neither has user reviews yet.
Go with: LangSmith
3 Questions to Help You Decide
What's your budget?
Both are freemium. Pricing won't help you decide here.
What's your use case?
LangSmith is a real-time analytics tool. New Relic is in data visualization. Pick the category that matches your needs.
How important are ratings?
Neither has user reviews yet.
Key Takeaways
LangSmith
- 0
- Free tier available
- Our pick for this comparison
New Relic
- Better fit for data visualization
The Bottom Line
LangSmith is our pick.
Frequently Asked Questions
Is LangSmith or New Relic better?
LangSmith is rated high in our evaluation. Both are freemium.
What are LangSmith and New Relic used for?
LangSmith: Debug, monitor, and optimize your LLM applications and AI agents with comprehensive observability.. New Relic: Observability made simple.
What does LangSmith cost vs New Relic?
LangSmith is freemium (free tier + paid plans). New Relic is freemium (free tier + paid plans). Visit their websites for detailed pricing.