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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.
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Gumloop
✓ verifiedFreemium
No-code platform for building and running AI agents that automate work across data, sales and support tasks.
701K visits/mo
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RunComfy
✓ verifiedFreemium
Cloud-hosted ComfyUI with ready-made GPUs and 200+ templates so anyone can run AI image/video pipelines without local setup.
606K visits/mo
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HumanLayer
✓ verifiedFreemium
AI coding platform and IDE that orchestrates multiple agent sessions and lets teams plug in their own AI subscriptions.
197K visits/mo
Pricing
Pro: $37/month (20k+ credits/month, unlimited seats)
Free Plan: $0/month (100 free daily tokens, 10 GB storage for 72 hours)
Runnit Hobby: $8.79/month
Runnit Pro: $23.99/month
Creators Club + Runnit Pro: $41.79/month
Team: $179.99/month (up to 4 people)
No public pricing
Core features
- ✦Visual canvas to orchestrate multi-agent workflows
- ✦Prebuilt specialized agents (data, support, CRM, sales)
- ✦Access to many AI models with no vendor lock-in
- ✦Slack, Teams and email agent interaction
- ✦Recurring/scheduled tasks and triggers
- ✦Enterprise security: RBAC, VPC, audit logs, spend controls
- ✦Cloud-hosted, unmodified ComfyUI with no local install
- ✦200+ ready-to-run workflow templates
- ✦On-demand GPUs from 16GB to 141GB VRAM
- ✦Direct model downloads from Civitai and Hugging Face
- ✦One-click deployment of workflows as a serverless API
- ✦Shareable workflow environments for team collaboration
- ✦AI coding IDE with agent orchestration
- ✦Run and manage multiple agent sessions
- ✦Task, artifact and collaboration tools
- ✦Bring-your-own AI subscription or API keys
- ✦Cloud-scale agent execution
Use cases
- →Automate data analysis and reporting
- →Triage support tickets and spot patterns
- →Keep a CRM updated and research prospects
- →Deploy AI agents across a team's tools
- →Artists running ComfyUI workflows without owning a powerful GPU
- →Teams sharing reproducible creative pipelines with custom nodes/models
- →Developers turning a ComfyUI workflow into a production API endpoint
- →Shipping code faster with AI agents
- →Coordinating agent work across a team
- →Managing tasks and artifacts in one place
- →Running many parallel agent sessions
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