Dify vs Gumloop
Dify uniquely has 12 features.
| Dify | Gumloop | |
|---|---|---|
| Company | ||
| Founded | 2023 | 2023 |
| HQ | San Francisco, USA | San Francisco, USA |
| AI model | Multi-model (OpenAI, Anthropic, Mistral, Llama, and 100+ others) | OpenAI, Anthropic, Gemini, DeepSeek (multi-model) |
| User base | 151K+ GitHub stars | — |
| Platforms | Cloud, Docker, Kubernetes, VPC | Web |
| Languages | 25+ | English only |
| Pricing | ||
| Pricing model | Freemium | Freemium |
| Free plan | Yes | Yes — 5k credits/month, 1 seat, 1 active trigger, 2 concurrent runs |
| Free trial | No | No — free tier available indefinitely |
| Starting price | $59/mo | $37/mo — Pro |
| Enterprise | Custom | Custom |
| All plans | SandboxFreeCommunityFreeProfessional$59/moTeam$159/moEnterpriseCustom | FreeFreePro$37/mo (up to $1,840/mo)EnterpriseCustom |
| Positioning | ||
| Best for | Independent developers, small to medium teams, and enterprises building production AI apps | Business teams and enterprises building AI agents and automating workflows without deep engineering expertise |
| Differentiator | Three deployment modes: managed cloud, self-hosted enterprise with SSO/RBAC/ISO27001, and open-source community edition | Gumloop combines a visual canvas for multi-agent workflow orchestration with enterprise-grade security (VPC, ZDR, SOC 2 Type II) and a unified AI gateway (Gumstack) that monitors and audits all AI activity across your organization. |
| Competitors | Flowise, LangChain, n8n, Botpress, Relevance AI | n8n, Zapier, Relevance AI, Dust, Glean, Make |
| Features | ||
| API Rate Limit Control | ✓ | — |
| Document Processing | ✓ | — |
| Full Agent Runtime + Workflow Editor | ✓ | — |
| Helm Chart for K8s Deployments | ✓ | — |
| Knowledge Base | ✓ | — |
| Publish As Web App or API | ✓ | — |
| Soc 2 Type Ii + Iso 27001 | ✓ | — |
| Sso (Enterprise) | ✓ | — |
| Sso / Saml & Rbac | ✓ | — |
| Single Command Docker Deploy | ✓ | — |
| Trigger Events | ✓ | — |
| Workflow Automation | ✓ | — |
| AI Agents | ✓ | ✓ |
| API Webhooks | ✓ | ✓ |
| Conditional Logic | ✓ | ✓ |
| Custom Code | ✓ | ✓ |
| Data Transform | ✓ | ✓ |
| Error Handling | ✓ | ✓ |
| Execution Logs | ✓ | ✓ |
| Human in Loop | ✓ | ✓ |
| Num Integrations | 100+ AI models plus plugin marketplace integrations | — |
| Scheduled Runs | ✓ | ✓ |
| Team Features | ✓ | ✓ |
| Trigger Types | webhook / schedule / API / workflow trigger events / external app triggers | Webhook / schedule (recurring) / email / Slack / form submission / API |
| Visual Builder | ✓ | ✓ |
| Integrations | ||
| API Access | ✓ | ✓ |
| Google Workspace | ✓ | ✓ |
| Key Integrations | OpenAI, Anthropic Claude, Mistral, Llama (Meta), Azure OpenAI | Slack, Microsoft Teams, Gmail, Salesforce, BigQuery |
| Openai Integration | ✓ | ✓ |
| Slack | ✓ | ✓ |
| Webhook Support | ✓ | ✓ |