Gumloop vs Prophet 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 Prophet Security if you want agentic ai soc platform that triages, investigates, and helps respond to alerts (Supervised agent, enterprise).
| Gumloop | Prophet Security | |
|---|---|---|
| What it is | No-code platform to build and run AI automation workflows | Agentic AI SOC platform that triages, investigates, and helps respond to alerts |
| 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, api |
| Models | gpt, claude, gemini, model-agnostic | model-agnostic |
| Protocols | rest-api, function-calling | rest-api |
| Integrations | Google Sheets, Salesforce, HubSpot, Slack, Gmail, Notion | Splunk, CrowdStrike, Microsoft Sentinel, SIEM, EDR |
| 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
Prophet Security
- +Automates the slowest part of SOC work (triage and investigation) at machine speed
- +Shows its reasoning, which supports analyst trust and human approval of responses
- +Threat hunting and detection tuning extend value beyond triage
- -Consequential response actions warrant human approval, so it is supervised, not fully autonomous
- -Enterprise-only with no public pricing
Which should you choose?
Gumloop is no-code platform to build and run ai automation workflows, best for smb, mid-market, enterprise. Prophet Security is agentic ai soc platform that triages, investigates, and helps respond to alerts, best for enterprise, mid-market. The right choice depends on the autonomy level you want, your existing integrations, and your budget, all compared above.