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.