Anyscale
Production-Ready AI with Ray.
VS
LangSmith
AI Agent & LLM Observability Platform
Detailed comparison
Criteria
Anyscale
LangSmith
Pricing
Freemium
Freemium
Plans & pricing
Enterprise: Custom
Developer: Free, Team: $39/mo, Enterprise: Custom
Free trial
Yes
No
Audience
b2b
b2b
Platforms
Web
Web
API
Yes
Yes
Open Source
Proprietary
Proprietary
Integrations
—
Pagerduty
Categories
Data Science
Data Science, Dev Tools
Popularity
Very High
Very High
Description
Anyscale is a platform powered by Ray, designed to empower AI builders. It allows users to run and scale all ML and AI workloads on any cloud or on-pr...
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
Anyscale
Freemium
LangSmith
Freemium
Plans & pricing
Anyscale
Enterprise: Custom
LangSmith
Developer: Free, Team: $39/mo, Enterprise: Custom
Free trial
Anyscale
Yes
LangSmith
No
Audience
Anyscale
b2b
LangSmith
b2b
Platforms
Anyscale
Web
LangSmith
Web
API
Anyscale
Yes
LangSmith
Yes
Open Source
Anyscale
Proprietary
LangSmith
Proprietary
Integrations
Anyscale
—
LangSmith
Pagerduty
Categories
Anyscale
Data Science
LangSmith
Data Science, Dev Tools
Popularity
Anyscale
Very High
LangSmith
Very High
Description
Anyscale
Anyscale is a platform powered by Ray, designed to empower AI builders. It allows users to run and scale all ML and AI workloads on any cloud or on-pr...
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
Anyscale
Run and scale all ML and AI workloads
Deploy on any cloud and on-premise environments
Cost governance with budgets and quotas
Unified platform for building and running AI with Ray
Managed Ray infrastructure
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
Anyscale
- Unified platform for AI with Ray
- Scales all ML/AI workloads
- Cost governance for AI/ML
LangSmith
- Complete AI agent & LLM observability
- Real-time tracing, debugging & evals
- Cost, latency & trajectory monitoring
Other comparisons
FAQ: Anyscale vs LangSmith
Anyscale: Production-Ready AI with Ray.. LangSmith: AI Agent & LLM Observability Platform. Both tools take different approaches to address similar needs.
Both offer a free or freemium plan. Anyscale is freemium and LangSmith is freemium.
The best choice between Anyscale 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.
Anyscale offers: Run and scale all ML and AI workloads, Deploy on any cloud and on-premise environments, Cost governance with budgets and quotas, Unified platform for building and running AI with Ray. 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.