@@ -17,7 +17,7 @@ faq:
   - q: "Can Sim handle the knowledge Q&A we use Dust for?"
     a: "Yes. Sim knowledge bases let agents retrieve relevant document passages, and you can use them inside workflows. If you need knowledge bases that sync automatically, KB Live Sync is included on Max and Enterprise."
   - q: "Which tools can we self-host?"
-    a: "Anyone can self-host Sim's Apache 2.0 core for free with Docker Compose or Kubernetes. Sim's pricing table lists supported self-hosting as an Enterprise feature alongside SSO and SOC 2, and enterprise features such as SSO and audit logs require an Enterprise subscription for production use. n8n supports self-hosting under its source-available Sustainable Use License. Glean offers a Customer Hosted deployment in your own GCP or AWS account that Glean still operates. Dust's pricing page lists hosted plans with single-tenant deployment on Enterprise and no self-hosted plan. Gumloop's pricing page lists no self-hosted plan, with an optional VPC (a private network in your own cloud account) on Enterprise. Relevance AI's docs describe a multi-tenant hosted service with a US, EU/UK, or AU data region chosen at signup."
+    a: "Anyone can self-host Sim's Apache 2.0 core for free with Docker Compose or Kubernetes. Sim's pricing table lists Self-Hosted Enterprise Features on the Enterprise plan alongside SSO and SOC 2, and enterprise features such as SSO and audit logs require an Enterprise subscription for production use. n8n supports self-hosting under its source-available Sustainable Use License. Glean offers a Customer Hosted deployment in your own GCP or AWS account that Glean still operates. Dust's pricing page lists hosted plans with single-tenant deployment on Enterprise and no self-hosted plan. Gumloop's pricing page lists no self-hosted plan, with an optional VPC (a private network in your own cloud account) on Enterprise. Relevance AI's docs describe a multi-tenant hosted service with a US, EU/UK, or AU data region chosen at signup."
   - q: "What does \"workflow depth\" mean here?"
     a: "Workflow depth describes how much control you have over the steps an agent takes after receiving a request. For example, Sim lets you branch on conditions, repeat steps, run steps in parallel, and pause for human input."
 ---
@@ -45,7 +45,7 @@ Sim is listed first for custom agent workflows, while Dust provides the knowledg
 
 | Tool | Starting price | Hosting and self-hosting | Workflow depth | Knowledge features | Integrations |
 |---|---|---|---|---|---|
-| Sim | [Free (1,000 one-time credits); Pro $25/user/month](https://www.sim.ai/pricing) | [Apache 2.0 core](https://github.com/simstudioai/sim) anyone can self-host; supported self-hosting listed as an Enterprise feature | Visual blocks for branching, loops, parallel runs, human review, and code | [Knowledge bases](https://docs.sim.ai/knowledgebase); KB Live Sync on Max | [270+](https://www.sim.ai/integrations) |
+| Sim | [Free (1,000 one-time credits); Pro $25/user/month](https://www.sim.ai/pricing) | [Apache 2.0 core](https://github.com/simstudioai/sim) anyone can self-host; Enterprise features need a subscription for production use | Visual blocks for branching, loops, parallel runs, human review, and code | [Knowledge bases](https://docs.sim.ai/knowledgebase); KB Live Sync on Max | [270+](https://www.sim.ai/integrations) |
 | n8n | [€20/month billed annually (2,500 executions)](https://n8n.io/pricing/) | [Yes](https://docs.n8n.io/deploy/host-n8n), under a [source-available license](https://docs.n8n.io/n8n-community-license) | Visual workflows plus a [JavaScript and Python Code node](https://docs.n8n.io/build/code-in-n8n/using-the-code-node) | [Vector store nodes for RAG](https://docs.n8n.io/build/integrate-ai/understand-ai-components/retrieve-relevant-context) | [Over 500](https://n8n.io/) |
 | Gumloop | [Pro from $37/month after a 14-day free trial](https://www.gumloop.com/pricing) | No self-hosted plan listed; VPC optional on Enterprise | Agents run from schedules, app events, and webhooks | Company Brain | Connectors plus hosted MCP servers |
 | Relevance AI | [Enterprise custom](https://relevanceai.com/pricing); docs list [Pro from $19/month](https://relevanceai.com/docs/get-started/pricing) | [Hosted, multi-tenant; US, EU/UK, or AU region](https://relevanceai.com/docs/admin/security) | Agents, tools, and Workforces | [Knowledge bases that retrieve relevant information](https://relevanceai.com/docs/get-started/core-concepts/knowledge) | [2,000+](https://relevanceai.com/pricing) |
@@ -75,7 +75,7 @@ You have to design the workflow paths yourself, which takes more setup than a st
 
 **Pricing**
 
-Sim's [cloud plans](https://www.sim.ai/pricing) are Free with 1,000 one-time credits (worth $5) and 30 days of log retention; Pro at $25 per user per month with 6,000 credits plus a 2,000-credit weekly refresh; Max at $100 per user per month with 25,000 credits plus a 4,000-credit weekly refresh; and Enterprise at custom pricing. Paid plans keep logs without a time limit. KB Live Sync starts on Max, while SSO requires Enterprise. Anyone can self-host [Sim's Apache 2.0 core](https://github.com/simstudioai/sim) for free. The pricing table lists Self Hosting, meaning supported self-hosting, as an Enterprise feature alongside SSO and SOC 2, and enterprise features require an [Enterprise subscription for production use](https://github.com/simstudioai/sim/blob/main/apps/sim/ee/LICENSE). Any self-hosted Sim deployment can run [local models](https://docs.sim.ai/platform/self-hosting) through Ollama, vLLM, LM Studio, or LiteLLM.
+Sim's [cloud plans](https://www.sim.ai/pricing) are Free with 1,000 one-time credits (worth $5) and 30 days of log retention; Pro at $25 per user per month with 6,000 credits plus a 2,000-credit weekly refresh; Max at $100 per user per month with 25,000 credits plus a 4,000-credit weekly refresh; and Enterprise at custom pricing. Paid plans keep logs without a time limit. KB Live Sync starts on Max, while SSO requires Enterprise. Anyone can self-host [Sim's Apache 2.0 core](https://github.com/simstudioai/sim) for free. The pricing table lists Self-Hosted Enterprise Features on the Enterprise plan alongside SSO and SOC 2, and enterprise features require an [Enterprise subscription for production use](https://github.com/simstudioai/sim/blob/main/apps/sim/ee/LICENSE). Any self-hosted Sim deployment can run [local models](https://docs.sim.ai/platform/self-hosting) through Ollama, vLLM, LM Studio, or LiteLLM.
 
 ### n8n
 
 
@@ -66,7 +66,7 @@ Those criteria map to the work you take on when you replace a production deploym
 
 **Pros:** [Run logs](https://docs.sim.ai/logs-debugging) record each run's status, duration, and cost, and the trace shows timed spans for blocks, model requests, and tool calls with each step's resolved inputs, outputs, and errors, so you can inspect where a run failed. A [Sim Workspace Events trigger](https://docs.sim.ai/workflows/triggers/sim) can start an alert workflow when a run fails. Enterprise adds [audit logs](https://docs.sim.ai/platform/enterprise/audit-logs) that record who changed what, [data drains](https://docs.sim.ai/platform/enterprise/data-drains) that export logs to destinations such as Amazon S3 and Datadog, [permission groups](https://docs.sim.ai/platform/enterprise/access-control) that restrict models, blocks, and tools, and [configurable data-retention policies](https://docs.sim.ai/platform/enterprise/data-retention). Sim's pricing page documents more than 270 integrations. Its [Flowise comparison](https://www.sim.ai/comparisons/flowise) details the production features side by side. For deeper evaluation criteria, see our guide to [AI observability tools for production agents](https://www.sim.ai/library/6-best-ai-observability-tools-for-production-agents-in-2026).
 
-**Cons:** Self-hosting Sim's Apache 2.0 core does not include the modules under the Sim Enterprise License, such as SSO (single sign-on), access control, and audit logs. Production use of those enterprise capabilities requires an active Sim Enterprise subscription, and Sim's pricing table lists supported Self Hosting as an Enterprise feature alongside SSO. Teams should compare those boundaries with their governance and support requirements.
+**Cons:** Self-hosting Sim's Apache 2.0 core does not include the modules under the Sim Enterprise License, such as SSO (single sign-on), access control, and audit logs. Production use of those enterprise capabilities requires an active Sim Enterprise subscription, and Sim's pricing table lists Self-Hosted Enterprise Features on the Enterprise plan alongside SSO. Teams should compare those boundaries with their governance and support requirements.
 
 **Pricing:** As of October 2026, [Sim Cloud has four tiers](https://www.sim.ai/pricing). Free costs $0 and includes 1,000 one-time credits (worth $5), with no weekly refresh. Pro costs $25 per user per month and includes 6,000 credits plus 2,000 refreshed weekly. Max costs $100 per user per month and includes 25,000 credits plus 4,000 refreshed weekly. Enterprise has custom pricing and limits. Logs are retained for 30 days on Free, while Pro and Max have no default age expiry.
 
 
@@ -24,7 +24,7 @@ faq:
 
 ## TL;DR
 
-- **Sim**, the open-source AI workspace where teams build, deploy, and manage AI agents, fits teams that want a visual builder they can run on their own infrastructure, with per-block run traces. Anyone can self-host [Sim's Apache 2.0 core](https://github.com/simstudioai/sim/blob/main/LICENSE) for free; [enterprise features use a separate license](https://github.com/simstudioai/sim/blob/main/apps/sim/ee/LICENSE). SSO (single sign-on with your company's identity provider), audit logs, and supported self-hosting are part of the Enterprise plan.
+- **Sim**, the open-source AI workspace where teams build, deploy, and manage AI agents, fits teams that want a visual builder they can run on their own infrastructure, with per-block run traces. Anyone can self-host [Sim's Apache 2.0 core](https://github.com/simstudioai/sim/blob/main/LICENSE) for free; [enterprise features use a separate license](https://github.com/simstudioai/sim/blob/main/apps/sim/ee/LICENSE). SSO (single sign-on with your company's identity provider), audit logs, and self-hosted Enterprise features are part of the Enterprise plan.
 - **Langflow** fits teams building visual prototypes, especially if they already use IBM watsonx Orchestrate, which [IBM positions](https://www.ibm.com/new/announcements/prototype-to-production-langflow-and-ibm-watsonx-orchestrate-si) as the enterprise runtime for Langflow-built agents.
 - **Dify** fits teams willing to operate a larger self-hosted stack under a modified Apache 2.0 license.
 - **n8n** fits teams whose AI agents need to work inside broader automation workflows.
@@ -57,9 +57,9 @@ For each alternative, the comparison examines license terms, the self-hosting pa
 
 Sim's [Logs](https://docs.sim.ai/logs-debugging/logging) trace each run block by block, with each block's inputs, outputs, errors, and timing, plus a usage breakdown of the run's cost. When an agent fails midway, you can inspect the block that failed rather than infer the cause from its final response. Each workflow also keeps [deployed versions that can be compared or rolled back](https://docs.sim.ai/workflows/deployment). For more detail on evaluating traces, read the guide to [AI agent observability](https://www.sim.ai/library/ai-agent-observability). If Langflow's deployment and governance options leave you assembling additional infrastructure, [Sim's Langflow comparison](https://www.sim.ai/comparisons/langflow) details its deployment options and Enterprise controls.
 
-**Cons** The Apache 2.0 core does not make every feature free. Anyone can self-host [Sim's core](https://github.com/simstudioai/sim/blob/main/LICENSE) at no cost with Docker Compose or Kubernetes, while [enterprise features such as SSO, SCIM user provisioning, audit logs, and access control have separate terms](https://github.com/simstudioai/sim/blob/main/apps/sim/ee/LICENSE) and require an Enterprise subscription for production use. [Sim's pricing table](https://www.sim.ai/pricing) also lists supported self-hosting as an Enterprise feature alongside SSO and SOC 2 compliance. Check which features you need before treating the core license as your complete plan. The distinction is also covered in this guide to [Apache 2.0 and fair-code licenses](https://www.sim.ai/library/apache-2-0-vs-fair-code).
+**Cons** The Apache 2.0 core does not make every feature free. Anyone can self-host [Sim's core](https://github.com/simstudioai/sim/blob/main/LICENSE) at no cost with Docker Compose or Kubernetes, while [enterprise features such as SSO, SCIM user provisioning, audit logs, and access control have separate terms](https://github.com/simstudioai/sim/blob/main/apps/sim/ee/LICENSE) and require an Enterprise subscription for production use. [Sim's pricing table](https://www.sim.ai/pricing) also lists Self-Hosted Enterprise Features on the Enterprise plan alongside SSO and SOC 2 compliance. Check which features you need before treating the core license as your complete plan. The distinction is also covered in this guide to [Apache 2.0 and fair-code licenses](https://www.sim.ai/library/apache-2-0-vs-fair-code).
 
-**Pricing** [Sim's Free plan](https://www.sim.ai/pricing) costs $0 and includes 1,000 one-time credits and 30 days of log retention. Pro costs $25 per user per month, with 6,000 credits per month, a weekly refresh of 2,000 credits, and unlimited log retention. Max costs $100 per user per month, with 25,000 credits per month and a weekly refresh of 4,000 credits. Enterprise uses custom pricing and adds access control, SSO, SOC 2 compliance, supported self-hosting, and dedicated support. Enterprise organizations can also set log retention from 1 day to 5 years or keep logs forever.
+**Pricing** [Sim's Free plan](https://www.sim.ai/pricing) costs $0 and includes 1,000 one-time credits and 30 days of log retention. Pro costs $25 per user per month, with 6,000 credits per month, a weekly refresh of 2,000 credits, and unlimited log retention. Max costs $100 per user per month, with 25,000 credits per month and a weekly refresh of 4,000 credits. Enterprise uses custom pricing and adds access control, SSO, SOC 2 compliance, self-hosted Enterprise features, and dedicated support. Enterprise organizations can also set log retention from 1 day to 5 years or keep logs forever.
 
 ## Langflow
 
 
@@ -102,7 +102,7 @@ Sim, the publisher, is listed first; the other nine follow, with the trade-off f
 
 **Pricing:** Free is $0 with 1,000 one-time credits, one workspace, and 30-day log retention. Pro is $25 per user per month with 6,000 credits a month, and Max is $100 per user per month with 25,000 credits a month; annual billing saves 15%. Enterprise pricing is custom. Every run carries a small base charge, and hosted model usage is billed through credits, as described in [Sim's cost documentation](https://docs.sim.ai/platform/costs).
 
-**Strengths:** Sim connects 270+ integrations and every major LLM provider, and agents can be built in the visual workflow builder, by describing them to Sim in Chat, or with code. Knowledge Base, Tables, Files, and Logs live in the same workspace, so an agent's documents, structured data, and run traces are not spread across separate tools. The core is licensed under [Apache 2.0](https://github.com/simstudioai/sim/blob/main/LICENSE) and can be [self-hosted](https://docs.sim.ai/platform/self-hosting) by anyone; the Self Hosting row on Sim's pricing page refers to Enterprise-supported deployments. Paid plans keep logs with unlimited retention, and Max adds KB Live Sync for keeping knowledge sources current.
+**Strengths:** Sim connects 270+ integrations and every major LLM provider, and agents can be built in the visual workflow builder, by describing them to Sim in Chat, or with code. Knowledge Base, Tables, Files, and Logs live in the same workspace, so an agent's documents, structured data, and run traces are not spread across separate tools. The core is licensed under [Apache 2.0](https://github.com/simstudioai/sim/blob/main/LICENSE) and can be [self-hosted](https://docs.sim.ai/platform/self-hosting) by anyone; the Self-Hosted Enterprise Features row on Sim's pricing page covers Enterprise features on those deployments. Paid plans keep logs with unlimited retention, and Max adds KB Live Sync for keeping knowledge sources current.
 
 **Limitations:** Sim's 270+ integrations are far fewer than Zapier's 9,000+ apps or Make's 3,000+, so teams with long-tail SaaS needs should check the catalog first and expect to use HTTP or API blocks for gaps. The Free plan's credits are one-time rather than monthly, and SSO and SOC 2 compliance are listed only on the Enterprise plan. Building multi-step agents in Sim also asks more of a nontechnical builder than a single-prompt assistant tool like Pickaxe.
 
 
@@ -64,7 +64,7 @@ Anyone can self-host Sim's Apache 2.0 core for free with Docker Compose or Kuber
 
 **Cons** Self-hosting Sim still requires someone to maintain Docker and the deployment. The Apache 2.0 license covers Sim's core, but enterprise features are under the separate [Sim Enterprise License](https://github.com/simstudioai/sim/blob/main/apps/sim/ee/LICENSE), and production use of them requires an active Sim Enterprise subscription.
 
-**Pricing** Sim's [plans](https://www.sim.ai/pricing) are Free with 1,000 one-time credits (worth $5), Pro at $25 per user per month with 6,000 monthly credits plus a 2,000-credit weekly refresh, Max at $100 per user per month with 25,000 monthly credits plus a 4,000-credit weekly refresh, and Enterprise at custom pricing. The pricing table lists supported Self Hosting as an Enterprise feature, alongside SSO (single sign-on, one company login for every app) and SOC 2 compliance. That support plan is separate from the Apache 2.0 core, which anyone can self-host for free.
+**Pricing** Sim's [plans](https://www.sim.ai/pricing) are Free with 1,000 one-time credits (worth $5), Pro at $25 per user per month with 6,000 monthly credits plus a 2,000-credit weekly refresh, Max at $100 per user per month with 25,000 monthly credits plus a 4,000-credit weekly refresh, and Enterprise at custom pricing. The pricing table lists Self-Hosted Enterprise Features on the Enterprise plan, alongside SSO (single sign-on, one company login for every app) and SOC 2 compliance. Those features are separate from the Apache 2.0 core, which anyone can self-host for free.
 
 ### Zapier