diff --git a/enterprise/enterprise-vs-oss.mdx b/enterprise/enterprise-vs-oss.mdx
index 369c10d7..0bf68fe8 100644
--- a/enterprise/enterprise-vs-oss.mdx
+++ b/enterprise/enterprise-vs-oss.mdx
@@ -8,22 +8,38 @@ This page describes the key differences between **OpenHands Agent Canvas** (open
 
 ## Feature Comparison
 
-The table below highlights the key differences between the OpenHands Agent Canvas and OpenHands Enterprise offerings:
+The table below highlights the key differences between the OpenHands Agent Canvas and OpenHands Cloud / Enterprise offerings.
 
-| Feature | Agent Canvas | OpenHands Enterprise |
-|---------|-------------------|----------------------|
-| **Full breadth of agent functionality (sub-agents, MCP, skills, model agnosticism)** | ✅ | ✅ |
-| **Where does the agent run?** | Locally or on a custom backend | Scalable, Kubernetes runtimes |
-| **Automations** <br /> *Create scheduled and event-based workflows* | ✅  | ✅ |
-| **'@OpenHands' in Slack and Jira** <br /> *Important for real-time resolution of bugs and feedback* | Requires custom [Automation](/openhands/usage/automations/overview) | Native integration |
-| **'@OpenHands' in GitHub, GitLab, Bitbucket** <br /> *Important for real-time resolution of PR comments and failing tests* | Requires custom [Automation](/openhands/usage/automations/overview) | Native integration |
-| **Share conversations** <br /> *Unlock collaboration use cases* | ❌ | ✅ |
-| **Multi-user Organizations and RBAC** <br /> *Roll out to several users and teams* | ❌ | ✅ |
-| **User and Organization Budgets** <br /> *Monitor and control costs* | ❌ | ✅ |
-| **Agent Observability Integrations** <br /> *Centralized logging of conversations* | ❌ | ✅ Uses Laminar|
-| **Private Plugin Marketplace** <br /> *Publish reusable plugins for teams to use* | ❌ | ✅ |
-| **SAML** | ❌ | ✅ |
-| **REST APIs** | ❌ | ✅ |
+
+
+| Feature | Agent Canvas (Local Backend) | Agent Canvas (VM Backend) | OpenHands Cloud (Hosted) | OpenHands Enterprise (Self-hosted) |
+| ----- | ----- | ----- | ----- | ----- |
+| **CORE** |  |  |  |  |
+| Works on your local projects | ✓ | — | — | — |
+| One-off agents | ✓ | ✓ | ✓ | ✓ |
+| Secrets, MCP, skills | ✓ | ✓ | ✓ | ✓ |
+| LLM Profiles | ✓ | ✓ | ✓ | ✓ |
+| [**AUTOMATIONS**](/openhands/usage/automations/overview) |  |  |  |  |
+| Scheduled automations | ✓ | ✓ | ✓ | ✓ |
+| Polling automations (w/ conditional logic) | ✓ | ✓ | ✓ | ✓ |
+| Event-driven automations | — | ✓ VM must be reachable | ✓ | ✓ |
+| **SANDBOXING & SCALE** |  |  |  |  |
+| Isolated sandboxes | — | On Roadmap | ✓ | ✓ |
+| Scalable, always-on agents | — | — | ✓ | ✓ |
+| **INTEGRATIONS & ADMIN** |  |  |  |  |
+| Use OpenHands in Slack, GitHub, GitLab | ✓ | ✓ | ✓ | ✓ |
+| One-click integrations | — | — | ✓ | ✓ |
+| Authentication & authorization | — | — | ✓ | ✓ |
+| Role-based access control | — | — | ✓ | ✓ Keycloak |
+| [Multi-user organizations](/openhands/usage/cloud/organizations/overview) | — | — | ✓ | ✓ |
+| Enforce default LLMs | — | — | ✓ | ✓ |
+| **ENTERPRISE** |  |  |  |  |
+| SAML | — | — | — | ✓ |
+| Custom runtime images | — | — | — | ✓ |
+| LLM gateway & budgeting | — | — | — | ✓ LiteLLM |
+| [Observability](/enterprise/analytics) | — | — | — | ✓ Laminar |
+| [Plugin marketplace](/enterprise/plugin-marketplace) | — | — | — | ✓ |
+| **License** | Open Source | Open Source | Commercial SaaS | Commercial |
 
 ## When to Choose Each Option