# Flowise vs Gumloop

**Leader by Vioscale score:** Gumloop

| Attribute | Flowise | Gumloop |
|---|---|---|
| **Vioscale score** | 44.4 (35% (low)) | 70.7 (55% (medium)) |
| activity.commits_last_30d | 11 | - |
| adoption.dependent_repos | 0 | - |
| adoption.github_stars | 55,394 | - |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true,"on_prem":true,"self_hosted":true}` |
| description.long | 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. | 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. |
| 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":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}` |
| integrations.count | 3 | 30 |
| 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"}]` |
| language.primary | TypeScript | - |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":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 | yes |
| 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.gdpr | - | yes |
| security.hipaa | - | yes |
| security.soc2 | - | yes |
| 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: Vioscale. Generated 2026-09-01T17:19:38.604Z. "-" = undocumented, not absent.*