LangSmith vs Uptrace: Which Should You Choose in 2026?
Choosing between LangSmith and Uptrace 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.
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:
- • You want to try before committing
- • You need ai observability features specifically
- • Debug LLM applications with detailed agent tracing.
- • Monitor key business metrics with live dashboards and alerts.
Uptrace
Open-source APM with distributed tracing
Best for you if:
- • You want the higher-rated option (7.8/10 vs 0.0/10)
- • You need monitoring features specifically
- • Uptrace is an open-source APM powered by OpenTelemetry
- • It provides distributed tracing, metrics, and logs in one platform
| At a Glance |  LangSmith | |
|---|---|---|
Price | Free + Paid | Paid |
Best For | AI Observability | Monitoring |
Rating | —/100 | 78/100 |
| Feature | LangSmith | Uptrace |
|---|---|---|
| Pricing Model | Freemium | Paid |
| Editorial Score | — | 78 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | AI ObservabilityDebugging | MonitoringLog Management |
Understanding the Differences
Both LangSmith and Uptrace solve similar problems, but they approach them differently.LangSmith positions itself as "debug, monitor, and optimize your llm applications and ai agents with comprehensive observability." while Uptracefocuses on "open-source apm with distributed tracing". These differences matter depending on what you're trying to accomplish.
When to Choose LangSmith
LangSmith makes sense if you're looking for a budget-friendly option with a free tier solution.
When to Choose Uptrace
Uptrace is worth considering if you need a professional-grade tool. Scoring 78/100, it edges ahead in our evaluation.
Who Should Use What?
Bootstrapped or small team?
When every dollar counts, LangSmith lets you get started without pulling out your credit card.
We'd pick: LangSmith
Growing fast?
Your team doubled last quarter and you need tools that won't break when you add 50 more people. Uptrace is built for teams that are leveling up.
We'd pick: Uptrace
Enterprise with complex needs?
You need SSO, compliance certifications, and a support team that picks up the phone. Uptrace takes enterprise seriously.
We'd pick: Uptrace
Still not sure? Answer these 3 questions
How much can you spend?
Tight budget? Start free with LangSmith, upgrade when you're ready.
Do you care what other users think?
Both have similar review counts. Read a few before you commit.
Expert opinion or crowd wisdom?
Our team rated Uptrace higher (78/100). But the community has upvoted Uptrace more (0 votes). Pick your source of truth.
Key Takeaways
What Uptrace Does Better
- Higher overall score (78/100)
- Our recommendation for most use cases
Consider LangSmith If
- You want to start free and scale later
- Its specific features better match your workflow
- You prefer its interface or design approach
The Bottom Line
If we had to pick one, we'd go with Uptrace (78/100). But the honest answer is that "better" depends on your situation. Uptrace scores higher in our analysis, but LangSmith might be the right choice if its specific strengths align with what you need most. Take advantage of free trials to test both before committing.
Frequently Asked Questions
Is LangSmith or Uptrace better?
Based on our analysis, Uptrace scores higher with 78/100. LangSmith isfreemium while Uptrace is paid. The best choice depends on your specific needs and budget. We recommend testing both with free trials if available.
Can I switch from LangSmith to Uptrace easily?
Migration difficulty varies. Check if both tools support data export/import in compatible formats. Some tools offer migration assistance or have integration partners who can help with the transition.
Do LangSmith and Uptrace offer free trials?
Most software in this category offers free trials or free tiers. LangSmith is freemium with a free tier.Uptrace is paid with potential trial. Visit their websites for current trial offers.