Retrace vs LangSmith Comparison
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
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…
LangSmith leads on user satisfaction with a 4.5-star rating across 310 reviews.
Retrace vs LangSmith — at a glance
| Feature | Retrace | LangSmith |
|---|---|---|
| Rating | 4.4 / 5 | 4.5 / 5 |
| Reviews | 57 | 310 |
| Starting price | Contact for pricing | Free free |
| Free trial | Yes | No |
| Free version | No | No |
| Best for | Individuals, Medium Business, Small Business | Small Business, Mid-Market, Enterprise |
| Category | Application Performance Monitoring (APM) Tools | MLOps Platforms |
| Platforms | SaaS/Web/Cloud | Cloud, On-Premise |
| API | — | Available |
| Support modes | Business Hours | Discord Community, Help Center, Email Support, Enterprise Support |
| Certifications | SOC 2, GDPR | — |
| Data residency | US | — |
Key differences between Retrace and LangSmith
- Pricing: LangSmith starts at Free free. Retrace pricing is not publicly listed.
- Free trial: Retrace offers a free trial; LangSmith does not.
- Target audience: Retrace is built for Individuals and Medium Business, while LangSmith targets Small Business and Mid-Market.
- User satisfaction: LangSmith scores higher with a 4.5-star average.
- Deployment: Retrace supports SaaS/Web/Cloud; LangSmith supports Cloud, On-Premise.
Retrace vs LangSmith — 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 Application Performance Monitoring (APM) Tools 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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Retrace vs LangSmith: Biggest differences
Start here before you go deeper into features.
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.
Small Business, Mid-Market, Enterprise
Retrace typically suits Individuals and Medium Business. LangSmith tends to fit Small Business and Mid-Market better. The right choice depends on your team size, workflow, and whether a free trial matters.
Description | 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 | 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 |
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Entry Level Pricing |
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Free Trial Availability |
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SpotScoreWhat's this? ↗ | 8.3/10 | 9.0/10 |
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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We tailor recommendations to companies your size.
How do Retrace and LangSmith Compare on Features?
Total Features | 9 Features | 9 Features |
|---|---|---|
Unique Features | No unique features | No unique features |
Get Quote | Get Quote |
Compare Retrace and LangSmith 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 |
Retrace vs LangSmith: Other Details
Organization Types supported | ||
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Platforms Supported | ||
Modes of support |
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API Support |
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Get help choosing | Get help choosing |
Retrace vs LangSmith 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 | — |
Retrace User Reviews & Rating Comparison
User Ratings | 4.5 (based on 310 reviews) | |
|---|---|---|
Rating Distribution | ||
Spotsaas Editor’s POV generated by AI | 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
| Buyer sentiment Buyer sentiment is very strong across 310 reviews, with consistently positive feedback. 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 |  5 Screenshots | No screenshots available. |
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Videos |  4 Videos | No videos available. |
Top Alternatives to Retrace and LangSmith 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, Retrace or LangSmith?
- 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 Retrace and LangSmith offer a free trial?
- Retrace offers a free trial. LangSmith does not.
- What is the starting price of Retrace vs LangSmith?
- Retrace starts at Contact for pricing. LangSmith starts at Free free.
- What are the top alternatives to Retrace?
- Top alternatives to Retrace include New Relic APM, eG Enterprise, Instana, ManageEngine Applications Manager, Dynatrace.
- What are the top alternatives to LangSmith?
- Top alternatives to LangSmith include Langfuse, Comet ML, Helicone, Embrace.io, LogicMonitor.