Databricks
Leading Data and AI Solutions for Enterprises
VS
LangSmith
AI Agent & LLM Observability Platform
Detailed comparison
Criteria
Databricks
LangSmith
Pricing
Paid
Freemium
Plans & pricing
Databricks Community Edition: Free, Jobs Compute: Custom, All-Purpose Compute: Custom, Databricks SQL - Classic: Custom, Databricks SQL - Pro: Custom, Databricks SQL - Serverless: Custom, Model Serving - CPU: Custom, Commitment Plan (DBCU): Custom
Developer: Free, Team: $39/mo, Enterprise: Custom
Free trial
Yes
No
Audience
b2b
b2b
Platforms
Web
Web
API
No
Yes
Open Source
Proprietary
Proprietary
Integrations
—
Pagerduty
Categories
Dev & Tech, LLM development
Dev & Tech, information technology & services, Apps
Popularity
Very High
Very High
Description
Databricks offers a unified platform for data, analytics and AI. Build better AI with a data-centric approach. Simplify ETL, data warehousing, governa...
LangSmith is a complete AI agent and LLM observability platform. It offers tracing and real-time monitoring to help developers debug agents, find fail...
Pricing
Databricks
Paid
LangSmith
Freemium
Plans & pricing
Databricks
Databricks Community Edition: Free, Jobs Compute: Custom, All-Purpose Compute: Custom, Databricks SQL - Classic: Custom, Databricks SQL - Pro: Custom, Databricks SQL - Serverless: Custom, Model Serving - CPU: Custom, Commitment Plan (DBCU): Custom
LangSmith
Developer: Free, Team: $39/mo, Enterprise: Custom
Free trial
Databricks
Yes
LangSmith
No
Audience
Databricks
b2b
LangSmith
b2b
Platforms
Databricks
Web
LangSmith
Web
API
Databricks
No
LangSmith
Yes
Open Source
Databricks
Proprietary
LangSmith
Proprietary
Integrations
Databricks
—
LangSmith
Pagerduty
Categories
Databricks
Dev & Tech, LLM development
LangSmith
Dev & Tech, information technology & services, Apps
Popularity
Databricks
Very High
LangSmith
Very High
Description
Databricks
Databricks offers a unified platform for data, analytics and AI. Build better AI with a data-centric approach. Simplify ETL, data warehousing, governa...
LangSmith
LangSmith is a complete AI agent and LLM observability platform. It offers tracing and real-time monitoring to help developers debug agents, find fail...
Features
Databricks
Unified Data, Analytics, and AI Platform
Data-centric AI Development
Simplified ETL Processes
Data Warehousing Capabilities
Comprehensive Data Governance
Data Intelligence Platform for AI
LangSmith
Cost tracking
Online LLM-as-judge and code evals
Tool and agent trajectory monitoring
Webhook and Pagerduty alerts
Message threading for multi-turn chat interactions
Templates for error analysis
Key differentiators
Databricks
- Unified Data, Analytics & AI Platform
- Data-centric AI Development
- Simplified ETL, Warehousing & Governance
LangSmith
- Complete AI agent & LLM observability
- Real-time tracing, debugging & evals
- Cost, latency & trajectory monitoring
Other comparisons
FAQ: Databricks vs LangSmith
Databricks: Leading Data and AI Solutions for Enterprises. LangSmith: AI Agent & LLM Observability Platform. Both tools take different approaches to address similar needs.
LangSmith offers a freemium plan, while Databricks is a paid tool.
The best choice between Databricks and LangSmith depends on your specific needs. Compare their features, pricing, and target audience on this page to find the tool that best fits your use case.
Both are primarily designed for individuals. The choice depends on which specific features you need.
Databricks offers: Unified Data, Analytics, and AI Platform, Data-centric AI Development, Simplified ETL Processes, Data Warehousing Capabilities. LangSmith offers: Cost tracking, Online LLM-as-judge and code evals, Tool and agent trajectory monitoring, Webhook and Pagerduty alerts.
Based on our data, LangSmith currently enjoys greater popularity. However, popularity isn't the only factor — compare features to find the right tool for your needs.