# Flowise vs Gumloop

**Leader by vioscaleAI score:** Gumloop

| Attribute | Flowise | Gumloop |
|---|---|---|
| **vioscaleAI score** | 41.1 (55% (medium)) | 56.1 (54% (medium)) |
| activity.commits_last_30d | 0 | - |
| adoption.dependent_repos | 0 | - |
| adoption.github_stars | 55,504 | - |
| content.faq | `[{"answer":"Flowise is an open-source visual development platform using drag-and-drop interfaces to create AI agents, chatbots, and agentic workflows. It supports tool calling, knowledge retrieval from multiple data sources, and includes human-in-the-loop workflows for agent oversight and approval. It is indexed under AI Workflow Automation.","source":"https://flowiseai.com","question":"What is Flowise?","confidence":0.6},{"answer":"Flowise offers a free tier, so you can start without paying. Paid plans start at $15 per user per month. Pricing changes often, so verify at source before relying on it.","source":"https://flowiseai.com","question":"Is Flowise free?","confidence":0.6},{"answer":"We have confirmed browser-based access to Flowise. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://flowiseai.com","question":"What platforms does Flowise support?","confidence":0.6},{"answer":"Yes. Flowise can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://flowiseai.com","question":"Can Flowise be self-hosted?","confidence":0.6},{"answer":"We have confirmed 3 integrations for Flowise, including LangChain, OpenAI and GPT. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://flowiseai.com","question":"What does Flowise integrate with?","confidence":0.6},{"answer":"Flowise is available worldwide. Its primary market is the United States.","source":"https://flowiseai.com","question":"Where is Flowise available?","confidence":0.5}]` | `[{"answer":"Gumloop enables users to create AI-powered agents using a visual, drag-and-drop interface without coding. These agents can integrate with multiple services, automate tasks across applications, and improve their own processes over time. It is indexed under AI Workflow Automation.","source":"https://www.gumloop.com","question":"What is Gumloop?","confidence":0.6},{"answer":"Gumloop does not publish its prices. Pricing is quoted on request, across 2 plans (Free and Custom / Enterprise), so the figure depends on your seat count and requirements. We record this as a pricing-transparency signal rather than guessing a number. Pricing changes often, so verify at source before relying on it.","source":"https://www.gumloop.com/blog/transparent-pricing","question":"How much does Gumloop cost?","confidence":0.6},{"answer":"We have confirmed browser-based access to Gumloop. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://www.gumloop.com","question":"What platforms does Gumloop support?","confidence":0.6},{"answer":"Yes. Gumloop can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.gumloop.com","question":"Can Gumloop be self-hosted?","confidence":0.6},{"answer":"We have confirmed 27 integrations for Gumloop, including OpenAI, ChatGPT, Anthropic, Claude, Google, Gemini, Perplexity and Meta Llama, plus 19 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.gumloop.com","question":"What does Gumloop integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, HIPAA and GDPR for Gumloop. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Gumloop not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.gumloop.com","question":"What security certifications does Gumloop have?","confidence":0.6}]` |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true,"self_hosted":true}` |
| description.long | An open-source automation system for creating workflows that connect language models with third-party services and integrations, deployable as managed cloud or self-hosted infrastructure. | An automation platform that enables teams to build intelligent agents capable of executing tasks by interacting with web applications and integrated services, with support for multiple AI models through a visual workflow builder. |
| features.capabilities | `{"pricing_model":"per_user_seat","builder_ui_architecture":"visual_node_canvas","native_llm_nodes_anthropic_openai_gemini":true,"on_premise_self_hosted_deployment_option":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}` | `{"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":true,"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":true}` |
| integrations.count | 3 | 100 |
| integrations.list | `[{"name":"LangChain"},{"name":"OpenAI"},{"name":"GPT"}]` | `[{"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":"Llama","native":true},{"name":"Firecrawl","native":false},{"name":"Browserbase","native":true},{"name":"Google Sheets","native":true,"category":"spreadsheet"},{"name":"Microsoft Teams","native":true,"category":"chat"},{"name":"Apollo","native":true,"category":"sales_intelligence"},{"name":"Exa","native":true,"category":"search"}]` |
| language.primary | TypeScript | - |
| market.availability | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"hybrid","plans":[{"free":true,"name":"Free","summary":"Free","components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"contactSales":false},{"free":false,"name":"Paid","summary":"$15/user/month","minSeats":1,"commitment":"monthly","components":[{"kind":"per_unit","unit":"user","amount":15,"period":"month","currency":"USD"}],"contactSales":false}],"summary":"Free tier available. $15/user/month for additional users (cloud hosted)","currency":"USD","freeTier":true,"sourceUrl":"https://flowiseai.com","retrievedAt":"2026-08-21T10:58:21.360Z","startingPrice":{"unit":"user","amount":15,"period":"month","currency":"USD"},"billingPeriods":["month"]}` | `{"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"}` |
| pricing.free_tier | yes | yes |
| pricing.model | commercial | freemium |
| pricing.price_level | mid | low |
| pricing.starting_price | `{"amount":15,"currency":"USD"}` | - |
| pricing.transparent | no | no |
| release.cadence_days | 22 | - |
| release.history | `[{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%403.1.4","date":"2026-07-29T15:51:25Z","type":"stable","version":"flowise@3.1.4"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%403.1.3","date":"2026-06-25T11:35:35Z","type":"stable","version":"flowise@3.1.3"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%403.1.2","date":"2026-04-14T13:58:32Z","type":"stable","version":"flowise@3.1.2"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%403.1.1","date":"2026-03-23T11:42:24Z","type":"stable","version":"flowise@3.1.1"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%403.1.0","date":"2026-03-16T14:56:54Z","type":"stable","version":"flowise@3.1.0"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%403.0.13","date":"2026-02-03T16:44:45Z","type":"stable","version":"flowise@3.0.13"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%403.0.12","date":"2025-12-05T15:02:01Z","type":"stable","version":"flowise@3.0.12"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%403.0.11","date":"2025-11-16T01:29:06Z","type":"stable","version":"flowise@3.0.11"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%403.0.10","date":"2025-11-06T23:10:38Z","type":"stable","version":"flowise@3.0.10"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%403.0.8","date":"2025-10-08T12:19:18Z","type":"stable","version":"flowise@3.0.8"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%403.0.7","date":"2025-09-15T16:08:09Z","type":"stable","version":"flowise@3.0.7"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%403.0.6","date":"2025-09-15T14:27:23Z","type":"stable","version":"flowise@3.0.6"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%403.0.5","date":"2025-08-11T13:01:45Z","type":"stable","version":"flowise@3.0.5"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%403.0.4","date":"2025-07-11T13:26:54Z","type":"stable","version":"flowise@3.0.4"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%403.0.3","date":"2025-06-27T09:53:57Z","type":"stable","version":"flowise@3.0.3"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%403.0.2","date":"2025-06-12T22:48:11Z","type":"stable","version":"flowise@3.0.2"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%403.0.1","date":"2025-05-29T17:00:06Z","type":"stable","version":"flowise@3.0.1"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%403.0.0","date":"2025-05-15T01:49:47Z","type":"stable","version":"flowise@3.0.0"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%402.2.8","date":"2025-04-28T08:27:00Z","type":"stable","version":"flowise@2.2.8"},{"url":"https://github.com/FlowiseAI/Flowise/releases/tag/flowise%402.2.7-patch.1","date":"2025-03-14T14:53:53Z","type":"stable","version":"flowise@2.2.7-patch.1"}]` | - |
| security.certifications | - | `[{"name":"SOC 2 Type II","status":"active"}]` |
| security.gdpr | yes | yes |
| security.hipaa | - | yes |
| security.soc2 | - | yes |
| security.trust_center | https://flowiseai.com/privacy | https://trust.gumloop.com |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2FFlowiseAI%2FFlowise&per_page=100","last_12m":0,"max_severity":null}` | - |

## Capabilities (AI Workflow Automation)

| Capability | Flowise | Gumloop |
|---|:--:|:--:|
| **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 | Per user seat | Freemium with task credits |

*Source: vioscaleAI. Generated 2026-10-17T05:42:29.797Z. "-" = undocumented, not absent.*