MLflow Free Plan 2026: What's Included & What's Not
Honest breakdown of the free tier limits and features
MLflow uses custom pricing as of June 2026 with 2 plans available. Contact MLflow directly for a personalized quote. Plan: Open Source (self-hosted) (free). Enterprise pricing is available on request. Pricing depends on your chosen tier, contract length, and negotiated discounts.
Use the interactive pricing calculator to estimate your exact cost based on team size and requirements.
- Free tier: Yes
MLflow offers 2 pricing tiers: Open Source (self-hosted), Managed MLflow (Databricks). The Managed MLflow (Databricks) plan is teams already on (or moving to) databricks who want mlflow without running infrastructure.
Yes, MLflow offers a forever free plan as of June 2026. The free tier includes 5 features with limits on usage. Pricing verified from 1 sources by CostBench.
MLflow's free plan is available indefinitely with no time limit.
What's Included in the Free Plan
- 100% open source under the Apache 2.0 license
- Experiment tracking, model registry, and evaluation
- Tracing and observability for agents and LLM apps
- Unlimited users — no license fees ever
- You provide and pay for your own compute, storage, and database
You'll Need to Upgrade When...
- You exceed the user limit
- You need features like advanced automation
- You require premium support or SLA guarantees
- You need to remove branding or watermarks
- You need advanced integrations or API access
Hidden Restrictions on Free Plan
- MLflow branding may appear on your content or communications
- Support is limited to community forums or email with longer response times
- Export options may be restricted or include watermarks
- API access is typically limited or not available
- Advanced reporting and analytics require paid plans
Free vs Paid: Which Do You Need?
Free Plan is Enough If...
- You're an individual or very small team
- You need only basic features
- You don't mind usage limits
- Branding on output is acceptable
- Community support is sufficient
You Need Paid If...
- Your team is growing beyond limits
- You need advanced features
- Professional branding is required
- You need priority support
- Integrations/API access is critical
Frequently Asked Questions
01 Is MLflow free?
Yes, MLflow offers a forever free plan with 5 core features included. However, there are limits on users and features that may require upgrading.
02 What's included in MLflow's free plan?
MLflow's free plan includes: 100% open source under the Apache 2.0 license, Experiment tracking, model registry, and evaluation, Tracing and observability for agents and LLM apps, Unlimited users — no license fees ever, You provide and pay for your own compute, storage, and database. Key limits include basic usage caps.
03 What's NOT included in MLflow's free plan?
The free plan excludes: advanced features, premium support, and higher limits. You'll also have MLflow branding and limited support options.
04 When should I upgrade from MLflow's free plan?
Consider upgrading when: you hit user or storage limits, need features like advanced automation, require premium support, or want to remove branding. The cheapest paid plan starts at $0/free self-hosted / Databricks consumption (managed).
05 Is MLflow's free plan really free forever?
Yes, MLflow's free plan is available indefinitely with no time limit. However, feature and usage limits may restrict what you can do without upgrading to a paid plan.