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.
This comparison is generated from the sourced Gumloop and Terra Security profiles. Open either profile to review its evidence and last-reviewed date.