ClearML
ClearML is an open-source end-to-end MLOps platform designed to help data science teams manage experiments, orchestrate workloads, and deploy machine learning models at scale with minimal code changes.
Process Street
Process Street is a modern process management platform that helps you create, track, and automate core business workflows through interactive checklists to ensure your team follows consistent operating procedures.
Quick Comparison
| Feature | ClearML | Process Street |
|---|---|---|
| Website | clear.ml | process.st |
| Pricing Model | Freemium | Freemium |
| Starting Price | Free | Free |
| FREE Trial | ✓ 14 days free trial | ✓ 14 days free trial |
| Free Plan | ✓ Has free plan | ✓ Has free plan |
| Product Demo | ✓ Request demo here | ✓ Request demo here |
| Deployment | ||
| Integrations | ||
| Target Users | ||
| Target Industries | ||
| Customer Count | 0 | 0 |
| Founded Year | 2016 | 2014 |
| Headquarters | Tel Aviv, Israel | San Francisco, USA |
Overview
ClearML
ClearML provides a unified environment to manage your entire machine learning lifecycle from a single interface. You can track experiments automatically, manage datasets, and orchestrate computing resources without rewriting your existing code. It solves the common headache of fragmented tools by combining experiment management, data versioning, and model deployment into one cohesive workflow.
Whether you are a solo researcher or part of an enterprise team, you can use the platform to automate repetitive manual tracking and scale your processing across local or cloud providers. It eliminates the 'it works on my machine' problem by capturing the exact environment, code, and data used for every run, ensuring your results are always reproducible and ready for production.
Process Street
Process Street is a simple way for you to manage your team's recurring checklists and procedures. Instead of static documents that sit in a folder, you get interactive workflows that guide your team through every step of a task. You can create rich documents with images, videos, and form fields to capture data as work happens, ensuring nothing falls through the cracks during complex operations.
You can use it for everything from employee onboarding and client setups to content approvals and safety inspections. The platform helps you maintain high standards by providing visibility into who is doing what and when. It scales with your needs, offering a free version for individuals and robust paid plans for teams that need advanced automation, conditional logic, and role-based permissions.
Overview
ClearML Features
- Experiment Tracking Log every detail of your training runs automatically, including code versions, hyperparameters, and performance metrics for easy comparison.
- Data Management Version your datasets and create searchable data repositories so your team always works with the correct information.
- Remote Execution Turn any machine into a worker and launch jobs remotely on cloud or on-premise infrastructure with a single click.
- Hyperparameter Optimization Automate your search for the best model settings using built-in optimization engines that scale across multiple GPU nodes.
- Model Serving Deploy your models into production environments quickly with integrated serving tools that handle scaling and monitoring automatically.
- Pipeline Orchestration Connect individual tasks into complex, automated workflows that trigger based on data changes or schedule requirements.
Process Street Features
- Interactive Checklists. Turn your static SOPs into live checklists where you can track progress and ensure your team follows every step.
- Conditional Logic. Create truly dynamic workflows that automatically adapt and show or hide tasks based on the data you enter.
- Collaborative Approvals. Streamline your decision-making by setting up single or multi-stage approval flows for any task or document.
- Data Capture Forms. Collect structured data within your workflows using form fields, then sync that information directly to your other tools.
- Task Assignments. Assign specific steps to different team members and set dynamic due dates to keep your projects on schedule.
- Workflow Automations. Connect your processes to thousands of apps to trigger actions automatically and eliminate manual data entry.
Pricing Comparison
ClearML Pricing
- Up to 3 users
- Unlimited experiments
- 100GB file storage
- Community support
- Hosted web UI
- Everything in Free, plus:
- Up to 10 users
- Role-based access control
- Priority support
- Advanced resource scheduling
- Custom dashboard views
Process Street Pricing
- 1 active workflow
- Unlimited pages
- Unlimited storage (5MB/file)
- Email support
- Standard templates
- Everything in Free, plus:
- Up to 5 members
- Unlimited workflow runs
- Conditional logic
- Stop tasks
- Role-based permissions
Pros & Cons
ClearML
Pros
- Extremely easy to integrate with just two lines of code
- Comprehensive free tier offers significant value for small teams
- Excellent visualization tools for comparing multiple experiment runs
- Flexible deployment options including self-hosted and cloud versions
Cons
- Initial setup of remote workers can be technically challenging
- Documentation can be dense for beginners new to MLOps
- User interface feels cluttered when managing hundreds of experiments
Process Street
Pros
- Intuitive interface makes creating complex workflows simple
- Conditional logic handles complicated business rules easily
- Strong integration capabilities with Zapier and Slack
- Excellent for maintaining consistency across remote teams
Cons
- Pricing can be high for very small teams
- Mobile app experience is less robust than desktop
- Steep learning curve for advanced automation features