# Gumloop vs Stack AI

**Leader by Vioscale score:** Gumloop

| Attribute | Gumloop | Stack AI |
|---|---|---|
| **Vioscale score** | 66.3 (57% (medium)) | 61 (47% (low)) |
| deployment.options | `{"cloud":true,"on_prem":true,"self_hosted":true}` | `{"cloud":true,"hybrid":true,"on_prem":true,"self_hosted":true}` |
| description.long | A platform for creating, deploying, and managing AI agents that automate tasks across connected tools and data sources. Users build workflows visually by connecting nodes, configure agents with reusable skills and rules, and monitor agent activity with governance controls. | StackAI enables organizations to create AI agents that orchestrate tasks, integrate with existing systems, and maintain human oversight for sensitive operations. It's designed for enterprise teams to automate compliance, data processing, and complex workflows at scale. |
| features.capabilities | `{"iso_27001":false,"soc2_type_ii":true,"pricing_model":"freemium_with_task_credits","builder_ui_architecture":"visual_node_canvas","custom_http_webhook_catch_and_triggering":false,"native_llm_nodes_anthropic_openai_gemini":true,"on_premise_self_hosted_deployment_option":true,"bring_your_own_key_byok_for_llm_inference":true,"web_scraping_and_browser_automation_nodes":true,"sub_workflow_calling_and_reusable_templates":true,"human_in_the_loop_approval_steps_via_slack_email":true,"dynamic_conditional_routing_via_llm_classification":true,"unstructured_document_extraction_pdf_image_to_json":false}` | `{"iso_27001":true,"soc2_type_ii":true,"pricing_model":"freemium_with_task_credits","builder_ui_architecture":"visual_node_canvas","native_llm_nodes_anthropic_openai_gemini":true,"on_premise_self_hosted_deployment_option":true,"web_scraping_and_browser_automation_nodes":true,"sub_workflow_calling_and_reusable_templates":true,"human_in_the_loop_approval_steps_via_slack_email":true,"dynamic_conditional_routing_via_llm_classification":true,"unstructured_document_extraction_pdf_image_to_json":true}` |
| integrations.count | 30 | 100 |
| integrations.list | `[{"name":"OpenAI"},{"name":"ChatGPT"},{"name":"Anthropic"},{"name":"Claude"},{"name":"Google"},{"name":"Gemini"},{"name":"Perplexity"},{"name":"Meta Llama"},{"name":"DeepSeek"},{"name":"Grok"},{"name":"Microsoft Azure"},{"name":"Google Docs"},{"name":"Google Drive"},{"name":"Google Workspace"},{"name":"Google Calendar"},{"name":"Slack"},{"name":"Salesforce"},{"name":"Zendesk"},{"name":"Linear"},{"name":"Jira"},{"name":"Gmail"},{"name":"Notion"},{"name":"Airtable"},{"name":"Asana"},{"name":"Monday.com"},{"name":"Apify"},{"name":"DataForSEO"},{"name":"GitHub"},{"name":"Azure"},{"name":"MCP servers"}]` | `[{"name":"Slack"},{"name":"Microsoft Teams"},{"name":"Email"},{"name":"Google Drive"},{"name":"Notion"},{"name":"Salesforce"},{"name":"Asana"},{"name":"SharePoint"},{"name":"Chrome Extension"},{"name":"REST API"}]` |
| market.availability | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"usage","plans":[{"free":true,"name":"Free","contactSales":false},{"free":false,"name":"Custom / Enterprise","summary":"Passthrough token and compute costs plus 8% orchestration fee. Custom/Enterprise pricing.","features":["Token passthrough at cost","Compute passthrough at cost","8% orchestration fee"],"components":[{"of":"computed_usage","kind":"percentage","plus":null,"rate":8}],"description":"Custom pricing with role-based access control, SCIM/SAML support, admin dashboard, audit logs, and virtual private cloud deployment","contactSales":true}],"summary":"Free tier available. Paid plans use passthrough pricing: tokens at cost, compute at cost, plus 8% orchestration fee.","currency":"USD","freeTier":true,"sourceUrl":"https://www.gumloop.com/blog/transparent-pricing","retrievedAt":"2026-08-25T21:41:28.569Z"}` | `{"type":"freemium_with_task_credits","plans":[{"free":true,"name":"Free","summary":"Free plan with 500 runs per month","features":["500 runs per month","2 Projects","1 Seat","Community support on Discord","Agents, Inputs (Text, Image, Audio, Video)","Outputs (Logic, JavaScript)","Data Loaders (Web Scraping, File Upload, Google Drive, Notion)","Plugins (Browser Extension, Chrome Extension, REST API, Slack Bot)","Knowledge Bases with Document Upload","Document Readers (PDF, Word, PowerPoint)"],"minSeats":1,"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Start for free. Upgrade to get the capacity that exactly matches your team's needs.","contactSales":false,"includedLimits":{"seats":"1","projects":"2","runs_per_month":"500"}},{"free":false,"name":"Custom","summary":"Custom enterprise plan with dedicated infrastructure and support","features":["Custom number of runs","Unlimited projects","Custom number of seats","All features and data loaders","Dedicated infrastructure","Dedicated solution engineers","On-prem deployment","Virtual Private Cloud deployment","Access control","SSO (Single Sign-On)","SOC 2, HIPAA & GDPR compliance","Email Support","Priority Support","Dedicated Support","API Access","Analytics","Custom Domain","BAA"],"description":"For teams who want a custom experience with advanced security and support.","contactSales":true,"includedLimits":{"seats":"custom","projects":"unlimited","runs_per_month":"custom"}}],"summary":"Free tier with 500 runs/month; custom enterprise pricing available","currency":"USD","freeTier":true,"sourceUrl":"https://www.stackai.com/pricing","retrievedAt":"2026-08-25T21:43:59.203Z","billingPeriods":["month"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | freemium |
| pricing.price_level | low | low |
| pricing.transparent | yes | no |
| security.disclosure_policy | - | yes |
| security.gdpr | yes | yes |
| security.hipaa | yes | yes |
| security.iso27001 | - | yes |
| security.soc2 | yes | yes |

## Capabilities (AI Workflow Automation)

| Capability | Gumloop | Stack AI |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Builder UI architecture | Visual node canvas | Visual node canvas |
| Native LLM nodes anthropic openai gemini | ✓ | ✓ |
| Human in the loop approval steps via slack email | ✓ | ✓ |
| Unstructured document extraction PDF image to json | ✗ | ✓ |
| Dynamic conditional routing via LLM classification | ✓ | ✓ |
| Web scraping and browser automation nodes | ✓ | ✓ |
| Bring your own key byok for LLM inference | ✓ | - |
| Custom HTTP webhook catch and triggering | ✗ | - |
| Sub workflow calling and reusable templates | ✓ | ✓ |
| On premise self hosted deployment option | ✓ | ✓ |
| SOC2 type ii | ✓ | ✓ |
| ISO 27001 | ✗ | ✓ |
| Pricing model | Freemium with task credits | Freemium with task credits |

*Source: Vioscale. Generated 2026-09-01T20:20:00.457Z. "-" = undocumented, not absent.*