Windmill vs Julep
Comprehensive side-by-side comparison — features, pricing, performance, and more.
Updated March 2026
Trust & Reliability
Windmill
Uptime:Windmill provides Service Level Agreements (SLAs) with defined response times for different priority levels: P0 (3 hours), P1 (24 hours), P2 (48 hours), and P3 (72 hours). A specific uptime percentage is not explicitly stated.
Users:1K-10K
Trusted by:Zoom, Kahoot, Investing.com +7
GDPR
SOC 2
Julep
Uptime:99.9%
Users:1M-10M
Trusted by:Quso AI, Reclaim Protocol, Essentially Sports +3
SOC 2
Overall Winner: Windmill
7.5/10 vs Julep at 6.7/10
Leads in:
Customizability
Integrations
AI Comparison Summary
Windmill
7.5
avg score
Julep
6.7
avg score
Windmill leads overall — particularly in Customizability and Integration Power.
Based on 6 dimensions
How scores are calculatedOverall Winner
Windmill
7.5 / 10
Windmill
Best For
Developers building internal tools and dashboards
Engineering teams automating data pipelines and ETL processes
Organizations needing robust workflow orchestration
Teams integrating AI agents into business operations
Not Ideal For
Non-technical users seeking purely no-code automation solutions
Simple
one-off tasks that do not require complex logic or integrations
Julep
Best For
Developers building production-grade AI agents
Teams needing scalable AI workflow automation
Companies requiring robust RAG systems without managing vector databases
Engineers looking to accelerate AI system deployments
Not Ideal For
Individuals or small teams seeking a no-code AI agent builder
Users who prefer to manage their own server infrastructure for AI agents
Projects with extremely low latency requirements that might benefit from edge deployment
* Verdict is based on our algorithmic scoring of publicly available data. Learn about our methodology
Windmill is best for
🤖Automation & Agents8.3
Julep is best for
🤖Automation & Agents7.7
Filter by your use case:
Pros & Cons
WindmillPros
- Open-source and self-hostable
- preventing vendor lock-in
- Supports a wide array of programming languages for flexibility
- High-performance job orchestrator for demanding workloads
- Comprehensive local development experience with CLI and VS Code
- Strong security features including granular RBAC and SSO
- Extensive integrations with databases
- cloud services
- and communication platforms
Cons
- Enterprise features like advanced support and autoscaling require a paid plan
- Community support is the primary option for the free tier
- Requires coding knowledge; not a no-code/low-code exclusive platform
- Some advanced observability features are limited in the free version
- Multiplayer WebIDE is an Enterprise feature
JulepPros
- Simplifies complex AI infrastructure orchestration
- Offers built-in RAG with advanced search capabilities
- Provides stateful sessions and long-term memory for agents
- Supports multi-step workflow definition with ease
- Serverless architecture handles scaling and retries automatically
- High reliability with 99.9% uptime SLA and 99.99% execution success rate
Cons
- Requires coding knowledge for full utilization
- Reliance on Julep's platform for serverless execution
- Specific integrations might require custom development if not natively supported
- Debugging complex multi-agent interactions could still be challenging
- Pricing scales with workflow executions
- potentially costly for very high usage
Weighted Score — Adjust What Matters to You
Pick a profile or drag sliders — scores and radar update instantly on the right.
Quick profiles:
Ease of Use5
Output Quality5
Value for Money5
Customizability5
Support & Ecosystem5
Integration Power5
Dimension Comparison
Windmill
7.5
/ 10
Your pick
Julep
6.7
/ 10
Dimension Breakdown
Ease of Use
AIHow easy it is to get started and use daily
Windmill
6.0
Julep
6.0
Output Quality
AIQuality and accuracy of generated results
Windmill
8.0
Julep
8.0
Value for Money
AICost vs. features and output quality
Windmill
7.0
Julep
7.0
Customizability
CalculatedAbility to tailor to specific needs
Windmill
10.0▲ +2.0
Julep
8.0
Support & Ecosystem
AIDocumentation, community, and support quality
Windmill
6.0
Julep
7.0▲ +1.0
Integration Power
CalculatedAbility to connect with other tools and workflows
Windmill
8.0▲ +4.0
Julep
4.0
Calculated = derived from verified integration count and API/open-source signals. AI = LLM-assessed from public website content. Methodology
Task Performance
Windmill
Task
Julep
9.08.0
Workflow Building
7.05.0
Trigger Variety
8.07.0
Action Library
7.08.0
Error Handling
8.06.0
Scheduling Capability
8.07.0
Conditional Logic
9.08.0
Api Connectivity
8.08.0
Monitoring Logging
9.08.0
Multi Step Chains
7.07.0
Autonomous Execution
* Task scores (1–10) are algorithmically generated from publicly available data.
Data is sourced from public information and vendor websites. It may not always be up-to-date — verify pricing and features directly with the vendor before purchasing.Report inaccuracy
Frequently Asked Questions
Which is better, Windmill or Julep?
Both are strong options. Windmill has a rating of 0.0/5 (0 reviews), while Julep has a rating of 0.0/5 (0 reviews). The best choice depends on your specific use case, budget, and workflow requirements.
Is Windmill cheaper than Julep?
Windmill starts at free (open_source model). Julep starts at free (freemium model). Use the Cost Calculator above for a detailed estimate.
What are the main differences between Windmill and Julep?
Windmill — "Build, deploy, and monitor internal software at scale with real code capabilities.". Julep — "Backend for production-ready agentic workflows, designed to ship reliable AI agents at scale.". Key differences include their pricing models, platform support, integrations, and technical capabilities. See the Feature Comparison table above for a complete side-by-side breakdown.
Can I use Windmill and Julep together?
Yes, many teams use both tools together for different purposes. Use the Stack Builder section above to combine Windmill and Julep with other tools and save your AI toolkit.
Does Windmill or Julep have a free plan?
Windmill is a paid tool. Julep is available for free. Always verify current pricing directly with the vendor.