Automation Anywhere vs Gumloop
A side-by-side comparison of capabilities, autonomy, integrations, and pricing to help you choose.
Short answer: choose Automation Anywhere if you want goal-driven ai agents that orchestrate rpa bots, apis, and people (Supervised agent, enterprise); choose Gumloop if you want no-code platform to build and run ai automation workflows (Supervised agent, freemium).
| Automation Anywhere | Gumloop | |
|---|---|---|
| What it is | Goal-driven AI agents that orchestrate RPA bots, APIs, and people | No-code platform to build and run AI automation workflows |
| Type | product-with-agents | platform |
| Autonomy | Supervised agent | Supervised agent |
| Pricing | enterprise | freemium · Free (5,000 credits/mo); Pro from $37/mo |
| Best for | enterprise, mid-market | smb, mid-market, enterprise |
| Deployment | saas, self-hosted, api | saas |
| Modalities | text, browser, api, code | text, api |
| Models | model-agnostic, gpt, claude, gemini | gpt, claude, gemini, model-agnostic |
| Protocols | mcp, function-calling, rest-api | rest-api, function-calling |
| Integrations | Amazon Bedrock, Google Vertex AI, Azure OpenAI, OpenAI, Automation 360, Bot Store connectors | Google Sheets, Salesforce, HubSpot, Slack, Gmail, Notion |
| Capabilities | 4 documented | 3 documented |
Automation Anywhere
- +Governance-first with broad compliance coverage (SOC 2 Type II, ISO 27001, FedRAMP, GDPR, RBAC, AI Guardrails)
- +Genuinely model-agnostic across Bedrock, Vertex, and Azure OpenAI
- +Hybrid agents plus deterministic RPA extends existing bot investments
- -Marketing autonomy claims (agents that "self-heal without manual direction") overstate real supervised deployments
- -MCP support is inbound-only today: it can be called as a server but cannot yet call external MCP servers as a client
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
Which should you choose?
Automation Anywhere is goal-driven ai agents that orchestrate rpa bots, apis, and people, best for enterprise, mid-market. Gumloop is no-code platform to build and run ai automation workflows, best for smb, mid-market, enterprise. 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 Automation Anywhere and Gumloop profiles. Open either profile to review its evidence and last-reviewed date.