LangSmith vs Retrace Comparison
LangSmith
Starting at Free free
- Small Business
- Mid-Market
LangSmith is the LLMOps observability and evaluation platform built by LangChain for teams developing production LLM applications. It provides tracing, debugging, and evaluation for any LLM application — not just LangCha…
Retrace
Starting at Contact for pricing
- Free Trial
- Individuals
- Medium Business
Retrace is a suite of application performance monitoring tools that empower development teams to find, understand and fix inefficiencies at the source. It has deep hands-on experience with APM tools, and goal has been to…
LangSmith leads on user satisfaction with a 4.5-star rating across 310 reviews.
LangSmith vs Retrace — at a glance
| Feature | LangSmith | Retrace |
|---|---|---|
| Rating | 4.5 / 5 | 4.4 / 5 |
| Reviews | 310 | 57 |
| Starting price | Free free | Contact for pricing |
| Free trial | No | Yes |
| Free version | No | No |
| Best for | Small Business, Mid-Market, Enterprise | Individuals, Medium Business, Small Business |
| Category | MLOps Platforms | Application Performance Monitoring (APM) Tools |
| Platforms | Cloud, On-Premise | SaaS/Web/Cloud |
| API | Available | — |
| Support modes | Discord Community, Help Center, Email Support, Enterprise Support | Business Hours |
| Certifications | — | SOC 2, GDPR |
| Data residency | — | US |
Key differences between LangSmith and Retrace
- Pricing: LangSmith starts at Free free. Retrace pricing is not publicly listed.
- Free trial: Retrace offers a free trial; LangSmith does not.
- Target audience: LangSmith is built for Small Business and Mid-Market, while Retrace targets Individuals and Medium Business.
- User satisfaction: LangSmith scores higher with a 4.5-star average.
- Deployment: LangSmith supports Cloud, On-Premise; Retrace supports SaaS/Web/Cloud.
LangSmith vs Retrace — find the better fit before you commit.
Which tool fits your team best
Which is actually cheaper for your team size
Where each product wins, per real buyers
Most MLOps Platforms tools look identical on paper. This comparison cuts to the differences that matter — pricing structure, team fit, and what real buyers found after signing up.
Biggest differences
Features
Pricing
Buying details
Security
Buyer feedback
Integrations
Product tour
Other options
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LangSmith vs Retrace: Biggest differences
Start here before you go deeper into features.
Small Business, Mid-Market, Enterprise
Best for developer-focused application performance monitoring and troubleshooting.
- You are a small to medium software development or DevOps team focused on app delivery.
- You need a streamlined, intuitive interface that simplifies identifying and fixing app inefficiencies.
- You want expert-backed APM functionality that enhances troubleshooting productivity and application optimization.
- You require broad IT operations monitoring beyond application performance metrics.
- Your team includes non-technical stakeholders needing simplified dashboards and easy accessibility.
LangSmith typically suits Small Business and Mid-Market. Retrace tends to fit Individuals and Medium Business better. The right choice depends on your team size, workflow, and whether a free trial matters.
Description | LangSmith is the LLMOps observability and evaluation platform built by LangChain for teams developing production LLM applications. It provides tracing, debugging, and evaluation for any LLM ... Read More about LangSmith | Retrace is a suite of application performance monitoring tools that empower development teams to find, understand and fix inefficiencies at the source. It has deep hands-on experience with ... Read More about Retrace |
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Entry Level Pricing |
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Free Trial Availability |
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SpotScoreWhat's this? ↗ | 9.0/10 | 8.3/10 |
User RatingsBased on verified Spotsaas reviews | ||
Best Company Size | — | Small businessesMedium businesses |
Get pricing help | Get pricing help |
Where each option fits best
See where each product is strongest, which teams it fits, and what causes buyers to keep looking — before you commit.
Based on buyer reviews and verified product data collected by Spotsaas.
Key strengths
- Debug LLM Failures Fast: Full call traces with inputs, outputs, latency, and token counts for every LLM call — no more guessing why an AI chain failed.
- Prevent Prompt Regressions: Automated evaluation runs on datasets catch quality regressions when prompts change, before they reach users.
- Monitor Production AI Quality: Real-time dashboards track LLM latency, error rates, and output quality — the same visibility layer backend engineers expect for APIs.
Best fit
- AI engineering teams debugging complex multi-step LLM chains that produce unexpected outputs
- Teams running systematic evaluation of prompt changes before deploying to production
- ML platform teams building shared observability infrastructure for multiple AI product teams
Software Demo
Demo |
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How do LangSmith and Retrace Compare on Features?
Total Features | 9 Features | 9 Features |
|---|---|---|
Unique Features | No unique features | No unique features |
Get Quote | Get Quote |
Compare LangSmith and Retrace on pricing
Review starting price, plan structure, and free-trial access side by side so you can see which option fits your budget and buying process.
Pricing Option | ||
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Pricing Page | Pricing information not available |  |
LangSmith vs Retrace: Other Details
Organization Types supported |
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Platforms Supported |
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Modes of support |
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API Support |
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Get help choosing | Get help choosing |
LangSmith vs Retrace Security & Compliance
Certifications, data handling, and security controls for IT and compliance evaluators.
SOC 2 | — | ✓ Yes |
|---|---|---|
GDPR | — | ✓ Yes |
ISO 27001 | — | ✗ No |
Single Sign-On (SSO) | — | ✓ Yes |
Multi-Factor Auth (MFA) | — | ✓ Yes |
Data Encryption | — | ✓ Yes |
Audit Logs | — | ✓ Yes |
Data Residency | — | 🇺🇸 US |
LangSmith User Reviews & Rating Comparison
User Ratings | 4.5 (based on 310 reviews) | |
|---|---|---|
Rating Distribution | ||
Spotsaas Editor’s POV generated by AI | Buyer sentiment Buyer sentiment is very strong across 310 reviews, with consistently positive feedback. What buyers like
Common complaints
| Buyer sentiment Users appreciate Retrace’s expert-backed, streamlined approach to application performance monitoring but note a learning curve and limited scope beyond developer teams. What buyers like
Common complaints
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Pros and Cons |
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Positive Reviews | No reviews available for the product | No reviews available for the product |
Media and Screenshots
Screenshots | No screenshots available. |  5 Screenshots |
|---|---|---|
Videos | No videos available. |  4 Videos |
Top Alternatives to LangSmith and Retrace in 2026
Alternatives |
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Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].
Frequently asked questions
- Which is better, LangSmith or Retrace?
- LangSmith edges out the other on user ratings (4.5 vs 4.4). That said, the best pick depends on your use case, so use the comparison tables above to evaluate each dimension.
- Do LangSmith and Retrace offer a free trial?
- Retrace offers a free trial. LangSmith does not.
- What is the starting price of LangSmith vs Retrace?
- LangSmith starts at Free free. Retrace starts at Contact for pricing.
- What are the top alternatives to LangSmith?
- Top alternatives to LangSmith include Langfuse, Comet ML, Helicone, Embrace.io, LogicMonitor.
- What are the top alternatives to Retrace?
- Top alternatives to Retrace include New Relic APM, eG Enterprise, Instana, ManageEngine Applications Manager, Dynatrace.