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