Feature Comparison
Feature Comparison
Feature Comparison
Orq.ai vs Langfuse vs LangSmith
Orq.ai is built to support the entire LLM application lifecycle: from prototyping and evaluation to deploying and scaling production-grade agentic AI systems. Our platform enables teams to collaborate, test, ship, and monitor GenAI in a single platform. While Langfuse and Langsmith focus primarily on observability and evaluation, they cover only a small part of what’s required to run LLM applications in production.
AI Gateway
AI Gateway
AI Gateway
Unified API
Unified API
Unified API
Model garden
Model garden
Model garden
Multimodality
Multimodality
Multimodality
Bring your own models
Bring your own models
Bring your own models
Retries & fallbacks
Retries & fallbacks
Retries & fallbacks
OpenAI compatibility
OpenAI compatibility
OpenAI compatibility
3rd party library integrations
3rd party library integrations
3rd party library integrations
Deployment
Deployment
Deployment
Contextual routing
Contextual routing
Contextual routing
File handling
File handling
File handling
Session management
Session management
Session management
Canary releases
Canary releases
Canary releases
Online evaluators
Online evaluators
Online evaluators
Online guardrails
Online guardrails
Online guardrails
Version control
Version control
Version control
Prompt guards
Prompt guards
Prompt guards
Webhooks
Webhooks
Webhooks
LLM Caching
LLM Caching
LLM Caching
RAG
RAG
RAG
Knowledge bases
Knowledge bases
Knowledge bases
Knowledge bases API
Knowledge bases API
Knowledge bases API
File handling
File handling
File handling
Agentic RAG
Agentic RAG
Agentic RAG
Chunking strategies
Chunking strategies
Chunking strategies
Chunking API
Chunking API
Chunking API
Knowledge editor
Knowledge editor
Knowledge editor
Embedding
Embedding
Embedding
Reranking
Reranking
Reranking
Retrieval strategy
Retrieval strategy
Retrieval strategy
RAG evaluators
RAG evaluators
RAG evaluators
RAG experiments
RAG experiments
RAG experiments
Citations
Citations
Citations
Experimentation
Experimentation
Experimentation
Playgrounds
Playgrounds
Playgrounds
RAG in playground
RAG in playground
RAG in playground
Prompt comparisons
Prompt comparisons
Prompt comparisons
LLM comparisons
LLM comparisons
LLM comparisons
Historical run management
Historical run management
Historical run management
Dataset manager
Dataset manager
Dataset manager
Offline evaluators
Offline evaluators
Offline evaluators
CI/CD support
CI/CD support
CI/CD support
Prompt Engineering
Prompt Engineering
Prompt Engineering
Version control
Version control
Version control
Prompt library
Prompt library
Prompt library
Structured output
Structured output
Structured output
Few-shot prompting
Few-shot prompting
Few-shot prompting
Prompt snippets
Prompt snippets
Prompt snippets
Prompt optimization
Prompt optimization
Prompt optimization
Prompt API
Prompt API
Prompt API
Evaluation
Evaluation
Evaluation
LLM-as-a-judge evaluators
LLM-as-a-judge evaluators
LLM-as-a-judge evaluators
HTTP evaluators
HTTP evaluators
HTTP evaluators
Python evaluators
Python evaluators
Python evaluators
Programmatic evaluators
Programmatic evaluators
Programmatic evaluators
RAGAS evaluators
RAGAS evaluators
RAGAS evaluators
Human annotations
Human annotations
Human annotations
Multi-turn evaluation frameworks
Multi-turn evaluation frameworks
Multi-turn evaluation frameworks
Evaluators API
Evaluators API
Evaluators API
Observability
Observability
Observability
Traces
Traces
Traces
Sessions
Sessions
Sessions
User & entity tracking
User & entity tracking
User & entity tracking
Token & cost tracking
Token & cost tracking
Token & cost tracking
Golden dataset curation
Golden dataset curation
Golden dataset curation
Meta-data enrichment
Meta-data enrichment
Meta-data enrichment
Citations
Citations
Citations
Agents
Agents
Agents
Agentic workflows
Agentic workflows
Agentic workflows
Agentic experimentation
Agentic experimentation
Agentic experimentation
Agent tracing
Agent tracing
Agent tracing
Agentic deployments
Agentic deployments
Agentic deployments
Agentic evaluators
Agentic evaluators
Agentic evaluators
Agentic datasets
Agentic datasets
Agentic datasets
Compatibility with 3rd-party frameworks
Compatibility with 3rd-party frameworks
Compatibility with 3rd-party frameworks
Tool calls
Tool calls
Tool calls
Agents API
Agents API
Agents API
MCP
MCP
MCP
A2A compatible
A2A compatible
A2A compatible
Security & Privacy
Security & Privacy
Security & Privacy
Role-based access control
Role-based access control
Role-based access control
SOC2 Type 2 certification
SOC2 Type 2 certification
SOC2 Type 2 certification
GDPR compliance
GDPR compliance
GDPR compliance
PII management
PII management
PII management
Enterprise authentication
Enterprise authentication
Enterprise authentication
Data residency management
Data residency management
Data residency management
Infrastructure
Infrastructure
Infrastructure
AWS Marketplace
AWS Marketplace
AWS Marketplace
Azure Marketplace
Azure Marketplace
Azure Marketplace
On-prem deployment
On-prem deployment
On-prem deployment
Incidence management
Incidence management
Incidence management
Langfuse
Langfuse
Langfuse
Langsmith
Langsmith
Langsmith
Why teams choose Orq.ai
Why teams choose Orq.ai
Why teams choose Orq.ai
Compliance & Data Protection
Orq.ai is SOC 2-certified, GDPR-compliant, and aligned with the EU AI Act. Designed to help teams navigate risk and build responsibly.
Orq.ai is SOC 2-certified, GDPR-compliant, and aligned with the EU AI Act. Designed to help teams navigate risk and build responsibly.
Orq.ai is SOC 2-certified, GDPR-compliant, and aligned with the EU AI Act. Designed to help teams navigate risk and build responsibly.
Flexible Data Residency
Flexible Data Residency
Choose from US or EU-based model hosting. Store and process sensitive data regionally across both open and closed ecosystems.
Choose from US or EU-based model hosting. Store and process sensitive data regionally across both open and closed ecosystems.
Choose from US or EU-based model hosting. Store and process sensitive data regionally across both open and closed ecosystems.
Multiple Deployment Options
Multiple Deployment Options
Run in the cloud, inside your VPC, or fully on-premise. Choose the model hosting setup that fits your security requirements.
Run in the cloud, inside your VPC, or fully on-premise. Choose the model hosting setup that fits your security requirements.
Run in the cloud, inside your VPC, or fully on-premise. Choose the model hosting setup that fits your security requirements.
Access Controls & Data Privacy
Access Controls & Data Privacy
Define custom permissions with role-based access control. Use built-in PII and response masking to protect sensitive data.
Define custom permissions with role-based access control. Use built-in PII and response masking to protect sensitive data.
Define custom permissions with role-based access control. Use built-in PII and response masking to protect sensitive data.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Frequently Asked Questions
Frequently Asked Questions
Frequently Asked Questions
What is the difference between Langfuse and Langsmith?
What is the difference between Langfuse and Langsmith?
What is the difference between Langfuse and Langsmith?
Is Langfuse or Langsmith open source?
Is Langfuse or Langsmith open source?
Is Langfuse or Langsmith open source?
Can Langfuse or Langsmith handle more than observability?
Can Langfuse or Langsmith handle more than observability?
Can Langfuse or Langsmith handle more than observability?
Are Langfuse and Langsmith suitable for non-technical users?
Are Langfuse and Langsmith suitable for non-technical users?
Are Langfuse and Langsmith suitable for non-technical users?
How does Orq.ai compare to Langfuse and Langsmith?
How does Orq.ai compare to Langfuse and Langsmith?
How does Orq.ai compare to Langfuse and Langsmith?
Start building LLM apps with Orq.ai
Get started right away. Create an account and start building LLM apps on Orq.ai today.
Start building LLM apps with Orq.ai
Get started right away. Create an account and start building LLM apps on Orq.ai today.
Start building LLM apps with Orq.ai
Get started right away. Create an account and start building LLM apps on Orq.ai today.