Microsoft's open-source multi-agent framework — orchestrate conversations between specialised agents.
Multi-agentTool useCodeMemory
CrewAI vs Gumloopwhich AI ops agent should you pick in 2026?
Open-source framework for orchestrating role-playing autonomous AI agents in collaborative crews.
Multi-agentTool useMemory
CrewAI vs Gumloop — specs
| Spec | CrewAI | Gumloop |
|---|---|---|
| Agent Rank | 70 / 100 (B) | 75 / 100 (A) |
| Autonomy | Autonomous | Semi-autonomous |
| Pricing | Free · OSS | Freemium · from $99 |
| Open source | Yes | No |
| Capabilities | Multi-agent, Tool use, Memory | Tool use, Memory, Multi-agent, Browser |
| Integrations | 4 apps | 6 apps |
| Verified | Verified | — |
| Released | Jan 2024 | Feb 2025 |
Agent Rank breakdown
CrewAI
Agent Rank
70/ 100
- Autonomy
- 9
- Capabilities
- 6
- Integrations
- 2
- Pricing
- 10
- Polish
- 8
- Verifiability
- 7
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Gumloop
Agent Rank
75/ 100
- Autonomy
- 8
- Capabilities
- 8
- Integrations
- 10
- Pricing
- 6
- Polish
- 7
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
CrewAI
Gumloop
Pros
- +YC-backed; named alongside Salesforce Agentforce in 2026 ops/marketing leader lists
- +Visual canvas + 80+ integrations — fastest no-code agent builder out there
- +Strong template community (browse + remix prebuilt agent workflows)
Cons
- −Credit-based pricing can spike on heavy workflows (multi-step LLM chains)
- −Less programmable than Zapier/Make for power users wanting custom code
- −Newer (2024 launch) — fewer enterprise case studies than n8n
Pricing
CrewAI
Gumloop
Free
Free
Individuals
- +1000 credits/mo
- +Public templates
- +Community support
Recommended
Pro
$99/mo
Solo + Small teams
- +25K credits/mo
- +All integrations
- +API access
Team
$299/mo
Teams 5+
- +Unlimited workspaces
- +Shared agents
- +Priority support
Enterprise
Custom
Large orgs
- +Custom credits
- +SSO
- +Dedicated CS
Which one should you pick?
CrewAI
Pick CrewAI if cost is the main constraint or if you want the highest autonomy and the verification loop is in place.
Try CrewAI →Gumloop
Pick Gumloop if its specific capabilities (Tool use, Memory) match what you need.
Try Gumloop →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick CrewAI or Gumloop in 2026?+
Pick CrewAI if cost is the main constraint or if you want the highest autonomy and the verification loop is in place. Pick Gumloop if its specific capabilities (Tool use, Memory) match what you need. Most working teams running both can use CrewAI for primary work and Gumloop for the workflows where its specific strengths matter.
What's the price difference between CrewAI and Gumloop?+
CrewAI starts at Free · OSS; Gumloop starts at Freemium · from $99. CrewAI is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.
Which is more autonomous, CrewAI or Gumloop?+
CrewAI is the more autonomous of the two (Autonomous vs Semi-autonomous). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.
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See more alternatives: alternatives to CrewAI · alternatives to Gumloop
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