Gumloop vs Terra Security
A side-by-side comparison of capabilities, autonomy, integrations, and pricing to help you choose.
Short answer: choose Gumloop if you want no-code platform to build and run ai automation workflows (Supervised agent, freemium); choose Terra Security if you want agentic ai penetration testing that continuously tests web apps with human oversight (Supervised agent, enterprise).
| Gumloop | Terra Security | |
|---|---|---|
| What it is | No-code platform to build and run AI automation workflows | Agentic AI penetration testing that continuously tests web apps with human oversight |
| Type | platform | platform |
| Autonomy | Supervised agent | Supervised agent |
| Pricing | freemium · Free (5,000 credits/mo); Pro from $37/mo | enterprise |
| Best for | smb, mid-market, enterprise | enterprise, mid-market |
| Deployment | saas | saas |
| Modalities | text, api | text, browser, api |
| Models | gpt, claude, gemini, model-agnostic | model-agnostic |
| Protocols | rest-api, function-calling | rest-api |
| Integrations | Google Sheets, Salesforce, HubSpot, Slack, Gmail, Notion | CI/CD, Jira |
| Capabilities | 3 documented | 3 documented |
Gumloop
- +Visual, node-based canvas makes complex multi-step automations buildable without code
- +First-class LLM steps (GPT, Claude, Gemini) plus 130+ integrations and batch processing
- +Flexible triggers: schedule, webhook, event, or bulk runs
- -Credit-based pricing rises fast once you add batch processing, AI calls, and many steps
- -Autonomy is only what the builder designs; flows run rules, they do not reason about goals on their own
Terra Security
- +Continuous, agent-driven pentesting replaces slow point-in-time manual tests
- +Validates vulnerabilities rather than just listing potential issues, reducing false positives
- +Human-in-the-loop gateway keeps expert oversight on offensive actions
- -Offensive testing is high-stakes, so human supervision is required, not optional
- -Focused on web applications today (network/red-teaming expansion planned)
Which should you choose?
Gumloop is no-code platform to build and run ai automation workflows, best for smb, mid-market, enterprise. Terra Security is agentic ai penetration testing that continuously tests web apps with human oversight, best for enterprise, mid-market. The right choice depends on the autonomy level you want, your existing integrations, and your budget, all compared above.