Gumloop vs Tray.ai
Tray.ai uniquely has 6 features.
| Gumloop | Tray.ai | |
|---|---|---|
| Company | ||
| Founded | 2023 | 2012 |
| HQ | San Francisco, USA | San Francisco, CA |
| AI model | OpenAI, Anthropic, Gemini, DeepSeek (multi-model) | Proprietary (Merlin Agent Builder); supports Claude, Codex, and other AI IDEs |
| Platforms | Web | Web, API, Claude Code plugin, Codex plugin |
| Languages | English only | 25+ |
| Pricing | ||
| Pricing model | Freemium | Custom |
| Free plan | Yes — 5k credits/month, 1 seat, 1 active trigger, 2 concurrent runs | No |
| Free trial | No — free tier available indefinitely | No — demo-based only |
| Starting price | $37/mo — Pro | — |
| Enterprise | Custom | Enterprise – Unlimited workspaces, 180-day insights, advanced on-premise, SSO, HIPAA, regional hosting, log streaming, data engineering |
| All plans | FreeFreePro$37/mo (up to $1,840/mo)EnterpriseCustom | ProContact for pricingTeamContact for pricingEnterpriseContact for pricingAgent Development (Add-on)Contact for pricing |
| Positioning | ||
| Best for | Business teams and enterprises building AI agents and automating workflows without deep engineering expertise | Enterprises and departments needing governed automation, MCP, and agent integration across multiple use cases |
| Differentiator | 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. | Governed platform combining agents, MCP, intelligent automation, and integration with centralized access controls and audit capabilities; rebranded from Tray.io to Tray.ai in 2024 |
| Competitors | n8n, Zapier, Relevance AI, Dust, Glean, Make | Workato, MuleSoft, Boomi, Zapier |
| Features | ||
| 700+ Connectors | — | ✓ |
| Agent Governance | — | ✓ |
| Guardian Log Masking | — | ✓ |
| Log Retention Management | — | ✓ |
| Mcp Support | — | ✓ |
| Sso | — | ✓ |
| AI Agents | ✓ | ✓ |
| API Webhooks | ✓ | ✓ |
| Conditional Logic | ✓ | ✓ |
| Custom Code | ✓ | ✓ |
| Data Transform | ✓ | ✓ |
| Error Handling | ✓ | ✓ |
| Execution Logs | ✓ | ✓ |
| Human in Loop | ✓ | ✓ |
| Num Integrations | — | 700+ |
| Scheduled Runs | ✓ | ✓ |
| Team Features | ✓ | ✓ |
| Trigger Types | Webhook / schedule (recurring) / email / Slack / form submission / API | webhook / schedule / event (e.g. Salesforce closed-won opp) / API / MCP tool call |
| Visual Builder | ✓ | ✓ |
| Integrations | ||
| API Access | ✓ | ✓ |
| Google Workspace | ✓ | ✓ |
| Key Integrations | Slack, Microsoft Teams, Gmail, Salesforce, BigQuery | Salesforce, Marketo, Slack, Microsoft Teams, Google Workspace |
| Openai Integration | ✓ | ✓ |
| Slack | ✓ | ✓ |
| Webhook Support | ✓ | ✓ |