CrewAI vs Gumloop
A side-by-side comparison to help you choose between CrewAI and Gumloop.
| CrewAI | Gumloop | |
|---|---|---|
| Description | Open-source Python framework and enterprise control plane for building, deploying, and governing multi-agent AI workflows. | Multiplayer AI agent builder for no-code automations, workflows, app integrations, and governed team deployment. |
| Category | 自动化 Agent 与集成 | 自动化 Agent 与集成 |
| Pricing | freemium · CrewAI has two public pricing surfaces. The open-source Python framework is MIT-licensed and free to run on your own infrastructure, with separate LLM/API and hosting costs. The CrewAI AMP pricing page currently lists a Basic Free plan with 50 workflow executions per month and an Enterprise Custom plan for scaled production adoption. Basic includes visual building, GitHub integration, templates, tracing, OpenTelemetry, guardrails, human-in-the-loop, workflow chat, usage dashboards, LLM testing, and CrewAI cloud deployment, but caps execution at 50 per month and excludes enterprise connectors, SSO/RBAC, dedicated infrastructure, and dedicated support. Enterprise is custom priced, includes everything in Free, and adds CrewAI or customer/private infrastructure, enterprise connectors, dedicated VPC/NAT/SAM/FedRAMP deployment options, SSO, RBAC, flexible overage, dedicated support, on-site services, training, onboarding, deployment help, and 50 hours of development per month. | freemium · Gumloop's official pricing page lists three plan families: Free, Pro, and Enterprise. Free includes 5k credits/month, 1 seat, 1 active trigger, 2 concurrent workflow runs, 5 concurrent agent interactions, forum support, unlimited agents, and unlimited flows. Pro starts at $37/month for 20k credits/month and scales by credit volume. The page has a monthly/annual toggle and advertises 20% off for annual billing; at the 20k credit tier, the annual toggle displays $29/month compared with $37/month and converts 20k monthly credits into 240k credits/year. Enterprise is custom-priced and adds organization security, governance, analytics, data controls, workflow queuing, and larger MCP hosting capacity. Credits are Gumloop's metering currency for AI usage, paid data services, workflow execution, and some tool calls. |
| Rating | 4.3 | 4.2 |
| Features | No code visual editorCLI and API accessRole based agent managementReal time tracing and observabilityAutomated model improvementEnterprise governance controls | Visual multi agent canvasSlack & Teams integrationData warehouse connectionsRecurring background tasksModel vendor flexibilityEnterprise security controls |
| Website | Visit | Visit |
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