Side by side
Stepper vs Waveloom
Compare what each tool does, what it costs, and how it fits your workflow.
Designed for
From idea to automation in one conversation.
Build and deploy AI workflows visually
Primary task
Workflows
Workflows
Pricing
Freemium · Free + from $19/mo
Paid · from $9.9/mo
Pricing details
Free + from $19/mo
from $9.9/mo
Billing cycle
Monthly
Monthly
API access
Listed as available
Listed as available
Platforms
Web, CLI
Web
Integrations
MCP
Not documented
Source rating
No rating recorded
4.3 / 5 · 12 ratings
Catalog views
6.2k
44k
Estimated monthly traffic
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Catalog imported
30 Aug 2026
30 Aug 2026
Listed strengths
- Free workflow automation software
- Visual workflow editor
- Component library for reusability
- Supports multiple applications
- Cost-effective workflow automation
- No infrastructure code required
- In-built web scraping
- Real-time monitoring dashboard
- Cost and performance optimization
- Supports GPT-4, Claude, DALL-E models
Listed limitations
- Doesn't support all apps
- Limited steps on Free Plan
- Lacks collaboration features
- Advanced permissions unaccessible
- Runs stop when credits exhaust
- Reliant on single SDK
- Potential monitoring dashboard glitches
- Database management inefficiencies
- Performance optimization limitations
- Cost management issues