# Agents feature availability

> The following table compares the availability of Agents features across UiPath cloud platforms: Automation Cloud and Test Cloud, Automation Cloud Dedicated and Test Cloud Dedicated. The table focuses exclusively on Agents functionality. Additional platform-level differences, such as product availability, are covered separately in the [Automation Cloud admin](https://docs.uipath.com/automation-cloud/automation-cloud/latest/admin-guide/introduction) and [Test Cloud admin](https://docs.uipath.com/test-cloud/automation-cloud/latest/admin-guide/about-test-cloud) guides.

The following table compares the availability of Agents features across UiPath cloud platforms: Automation Cloud and Test Cloud, Automation Cloud Dedicated and Test Cloud Dedicated. The table focuses exclusively on Agents functionality. Additional platform-level differences, such as product availability, are covered separately in the [Automation Cloud admin](https://docs.uipath.com/automation-cloud/automation-cloud/latest/admin-guide/introduction) and [Test Cloud admin](https://docs.uipath.com/test-cloud/automation-cloud/latest/admin-guide/about-test-cloud) guides.

Table 1. Feature comparison: Agents in Automation Cloud and Test Cloud, and Automation Cloud Dedicated and Test Cloud Dedicated

  
    
      Feature area
      Feature
      Automation Cloud and Test Cloud
      Automation Cloud Dedicated and Test Cloud Dedicated
    
  
  
    
      Agent execution
      Design, debug, and run agents
      ✅
      ✅
    
    
      Autopilot
       Autopilot panel 
      ✅
      ❌
    
    
      Context Grounding
      Embeddings
      ✅
      ✅
    
    
      Batch Transform
      ✅
      ✅
    
    
      Advanced ingestion
      ✅
      ✅
    
    
      DeepRAG
      ✅
      ✅
    
    
      Conversational agents
      Design, debug, and run conversational agents
      ✅
      ❌
    
    
      Evaluations
      Generate and run evaluations
      ✅
      ✅
    
    
      Evaluators
      Exact match
      ✅
      ✅
    
    
      JSON similarity
      ✅
      ✅
    
    
      CSV column exact match
      ✅
      ✅
    
    
      Semantic similarity
      ✅
      ✅
    
    
      Context precision
      ✅
      ❌
    
    
      Faithfulness
      ✅
      ❌
    
    
      Trajectory
      ✅
      ❌
    
    
      Guardrails
      Custom guardrails
      ✅
      ✅
    
    
      Out-of-the-box guardrails
      ✅
      ❌
    
    
      Agent score
      Agent score
      ✅
      ❌
    
    
      Simulations
       Simulations 
      ✅
      ✅
    
    
      Tools
      Activities
      ✅
      ✅
    
    
      GenAI activities
      ✅
      ❌
    
    
      Agents
      ✅
      ✅
    
    
      API workflows
      ✅
      ✅
    
    
      Automations
      ✅
      ✅
    
    
      IXP
      ✅
      ❌
    
    
      MCP servers
      ✅
      ✅