# Coze vs Voiceflow

**Leader by vioscaleAI score:** Voiceflow

| Attribute | Coze | Voiceflow |
|---|---|---|
| **vioscaleAI score** | 50 (8% (low)) | 80.6 (72% (medium)) |
| content.faq | `[{"answer":"Coze is an AI app development platform that enables you to build intelligent agents and automated workflows without coding, then deploy them through web SDKs, APIs, and across multiple platforms. It is indexed under No Code Agent Builders.","source":"https://www.coze.com","question":"What is Coze?","confidence":0.6},{"answer":"We have confirmed browser-based access to Coze. 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.coze.com","question":"What platforms does Coze support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Coze, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://www.coze.com","question":"Can Coze be self-hosted?","confidence":0.6},{"answer":"We have confirmed 15 integrations for Coze, including OpenAI GPT-4 Turbo, OpenAI GPT-4o, Anthropic Claude 3.5 Sonnet, Anthropic Claude 3 Haiku, OpenAI O1-Preview, OpenAI O1-mini, Google Gemini 1.5 Flash and Google Gemini 1.5 Pro, plus 7 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.coze.com","question":"What does Coze integrate with?","confidence":0.6}]` | `[{"answer":"A cloud-based platform for building and managing AI conversational agents. Teams use Voiceflow to visually design agent workflows, integrate with multiple LLM providers and third-party services, and deploy agents for customer support automation and business process orchestration. It is indexed under No Code Agent Builders.","source":"https://www.voiceflow.com/blog/zendesk-pricing","question":"What is Voiceflow?","confidence":0.6},{"answer":"We have confirmed browser-based access to Voiceflow. 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.voiceflow.com/blog/zendesk-pricing","question":"What platforms does Voiceflow support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Voiceflow, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://www.voiceflow.com/pricing","question":"Can Voiceflow be self-hosted?","confidence":0.6},{"answer":"We have confirmed 14 integrations for Voiceflow, including OpenAI, Anthropic, Zapier, Shopify, ChatGPT, Telegram, Alexa and NetSuite, plus 6 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.voiceflow.com/blog/zendesk-pricing","question":"What does Voiceflow integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for Voiceflow. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Voiceflow not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.voiceflow.com/legal/security","question":"What security certifications does Voiceflow have?","confidence":0.7},{"answer":"Voiceflow is available worldwide. Its primary market is the United States.","source":"https://www.voiceflow.com/pricing","question":"Where is Voiceflow available?","confidence":0.5}]` |
| deployment.options | `{"cloud":true}` | `{"cloud":true}` |
| description.long | Coze is an AI app development platform that enables you to build intelligent agents and automated workflows without coding, then deploy them through web SDKs, APIs, and across multiple platforms. | Voiceflow provides teams with visual tools to design and deploy AI agents that handle customer support conversations, integrate with existing business systems, and provide analytics on agent performance. Agents are built using workflows, language models, and custom integrations. |
| features.capabilities | `{"architecture_model":"managed_cloud_saas","embeddable_iframe_or_chat_widget_export":true,"visual_drag_and_drop_node_canvas_builder":true,"multi_model_selection_openai_anthropic_local":true,"custom_api_tool_calling_and_webhook_execution":true}` | `{"soc2_type_ii":true,"deployment_model":"standalone_agnostic_ai_layer","architecture_model":"managed_cloud_saas","mit_or_apache_permissive_oss_license":false,"dynamic_mid_call_api_function_execution":true,"embeddable_iframe_or_chat_widget_export":true,"omnichannel_deployment_web_whatsapp_sms":true,"visual_drag_and_drop_node_canvas_builder":true,"multi_model_selection_openai_anthropic_local":true,"custom_api_tool_calling_and_webhook_execution":true,"rag_knowledge_base_document_upload_and_chunking":true,"team_sharing_and_role_based_access_control_rbac":true,"agent_memory_and_persistent_conversation_threads":true,"api_action_execution_for_refunds_and_order_updates":true,"sub_second_latency_and_interruption_barget_in_handling":true}` |
| integrations.count | 16 | 8 |
| integrations.list | `[{"name":"OpenAI GPT-4 Turbo"},{"name":"OpenAI GPT-4o"},{"name":"OpenAI GPT-4o-mini"},{"name":"Anthropic Claude 3.5 Sonnet"},{"name":"Anthropic Claude 3 Haiku"},{"name":"OpenAI O1-Preview"},{"name":"OpenAI O1-mini"},{"name":"Google Gemini 1.5 Flash"},{"name":"Google Gemini 1.5 Pro"},{"name":"Google Web Search"},{"name":"LinkedIn"},{"name":"TikTok"},{"name":"Kling"},{"name":"Runway Gen-3"},{"name":"Luma AI"},{"name":"Pika"}]` | `[{"name":"OpenAI"},{"name":"Anthropic"},{"name":"Zapier"},{"name":"Shopify"},{"name":"ChatGPT"},{"name":"Telegram"},{"name":"Alexa"},{"name":"NetSuite"},{"name":"Salesforce"},{"name":"n8n","native":true,"category":"workflow_automation","direction":"bidirectional"},{"name":"Pinecone","native":true,"category":"knowledge_base","direction":"bidirectional"},{"name":"Google Calendar","native":true,"category":"calendar","direction":"outbound"},{"name":"Zendesk","native":true,"category":"crm","direction":"bidirectional"},{"name":"OpenSearch","native":true,"category":"search","direction":"bidirectional"},{"name":"Google","native":true,"direction":"inbound"},{"name":"HubSpot","native":true,"category":"crm","direction":"bidirectional"},{"name":"Airtable","native":true,"category":"data","direction":"bidirectional"},{"name":"Google Sheets","native":true,"category":"data","direction":"bidirectional"},{"name":"Gmail","native":true,"category":"email","direction":"outbound"},{"name":"Twilio","native":true,"category":"sms","direction":"outbound"}]` |
| market.availability | - | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"cli":true,"web":true}` |
| pricing | - | `{"type":"hybrid","summary":"Free trial for agencies with transparent usage-based billing; custom enterprise pricing available.","freeTier":true,"sourceUrl":"https://www.voiceflow.com/pricing","retrievedAt":"2026-10-15T15:33:38.601Z"}` |
| pricing.free_tier | - | yes |
| pricing.model | - | freemium |
| pricing.price_level | - | low |
| pricing.transparent | - | yes |
| reliability.sla_pct | - | 99.95 |
| reliability.status_page | - | yes |
| security.certifications | - | `[{"name":"SOC 2 Type II","level":"Type II","status":"active"},{"name":"ISO/IEC 27001:2022","status":"active"}]` |
| security.disclosure_policy | - | yes |
| security.gdpr | - | yes |
| security.hipaa | - | yes |
| security.iso27001 | - | yes |
| security.soc2 | - | yes |
| security.trust_center | - | https://www.voiceflow.com/legal/security |

## Capabilities (No Code Agent Builders)

| Capability | Coze | Voiceflow |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Architecture model | Managed cloud saas | Managed cloud saas |
| Rag knowledge base document upload and chunking | - | ✓ |
| Notion google drive confluence sync connectors | - | - |
| Visual drag and drop node canvas builder | ✓ | ✓ |
| Multi model selection openai anthropic local | ✓ | ✓ |
| Custom API tool calling and webhook execution | ✓ | ✓ |
| Team sharing and role based access control RBAC | - | ✓ |
| Embeddable iframe or chat widget export | ✓ | ✓ |
| Agent memory and persistent conversation threads | - | ✓ |
| Slack or microsoft teams bot deployment | - | - |
| SOC2 type ii | - | ✓ |
| Mit or apache permissive oss license | - | ✗ |
| Pricing model | - | - |

*Source: vioscaleAI. Generated 2026-10-16T18:31:34.805Z. "-" = undocumented, not absent.*