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The Showdown

MLflowvswandb

Why pay monthly fees for MLflow when you can self-host wandb for free? Let's look at the facts.

MLflow

The Expensive Option

  • Closed Source (Black box)
  • Expensive monthly fees per user
  • Data stored on their servers
WINNER

wandb

The Freedom Choice

  • 100% Open Source Code
  • Free forever (Self-hosted)
  • You own your data completely
Get wandb Now
Interactive Calculator

Calculate Your "SaaS Tax"

SaaS pricing is designed to scale with your success. See how much wealth transfers from your bank account to MLflow's shareholders.

10 people
150100200+
$

*Estimated standard pricing for MLflow. Adjust if needed.

Estimated Annual Waste
$1,440
Monthly Burn Rate$120
5-Year Projection$7,200
Cost with Self-Hosted$0
Start Saving Today

Calculations based on 10 users at $12/mo.

Detailed Breakdown

0
Cloud-first
Local/Cloud
1
Shared Cloud
On-premise
2
Proprietary API
Python SDK