Frequently Asked Questions
General Questions
MLflow is a machine learning platform offered by Quantgrid, which is part of Cadenzai, Inc. It provides tools for experiment tracking, model management, and deployment.
MLflow offers three main plans:
- Starter
- Pro
- Pro Plus
There are also Enterprise Plans available for larger organizations with custom needs.
Yes, the Starter plan offers a Free Trial option.
MLflow offers both monthly and annual billing options. Annual billing provides a discount compared to monthly rates. Billing is handled through Stripe.
- Fastest way to get started: Our hosted solution is the fastest way to get started with MLflow. You can be up and running in seconds with a shareable link.
- Ease of use: We manage the infrastructure, updates, and maintenance, allowing you to focus on your ML projects.
- First-class time series forecasting: Our solution is catered to practioners in the time series forecasting space.
- Reliability: We provide robust, enterprise-grade reliability and uptime.
- Security: Our team of experts ensures your data and experiments are secure and compliant with industry standards.
- Integrations: Our platform seamlessly integrates with other Cadenzai products like Timeflow ML for enhanced functionality.
- Support: We offer technical support to help you resolve issues quickly.
- Cost-effectiveness: For many teams, our solution can be more cost-effective than managing their own infrastructure and dedicating staff to maintain it.
- Advanced features: Our hosted solution includes features like Timeflow ML models for time series forecasting, which may not be available elsewhere.
Self-hosting might be preferable for organizations with specific compliance requirements or unique infrastructure needs. However, for most users, our hosted solution provides a more streamlined, feature-rich, and hassle-free experience.
Our servers run state of the art Intel® Core i9-13900H and Intel® Xeon® Processor E5-2667 CPUs with 5Gbps external network ingress and egress with an internal 10Gbps fiber network.
Plan-Specific Questions
- 1000 experiment runs per month
- Upload files up to 5GB
- 10GB of storage
- Technical Support during local business hours
- Timeflow ML models for time series forecasting
- Custom subdomain
- Secure and private access
The main differences are:
- Experiment runs: 1000 vs 10,000 per month
- File upload size: 5GB vs 10GB
- Storage: 10GB vs 100GB
The Pro Plus plan offers:
- Unlimited experiment runs
- Larger file uploads (up to 50GB)
- More storage (1TB, with option to purchase additional storage)
The Pro Plus plan comes with 1TB of storage. Additional storage can be purchased at $0.25/GB.
Enterprise and Custom Solutions
For larger organizations with custom needs, Quantgrid offers tailored enterprise solutions. You can contact them at [email protected] for enterprise pricing and plans.
Yes, all plans include technical support during local business hours.
Features and Integrations
Timeflow ML is a feature included in all plans that provides models for time series forecasting.
Yes, all plans offer the option to use a custom subdomain.
Yes, MLflow uses secure cryptographic protocols to ensure privacy. All accounts are segregated and protected with industry-standard security measures. We prioritize the confidentiality and integrity of your data across all our plans.
Other Quantgrid Products
Yes, MLflow is part of a suite of products by Cadenzai, which includes Everscope, Quantgrid, Timeflow ML, and Ultidash.
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