The Showdown
MosaicMLvsDeepSpeed
Why pay monthly fees for MosaicML when you can self-host DeepSpeed for free? Let's look at the facts.
VS
MosaicML
The Expensive Option
- Closed Source (Black box)
- Expensive monthly fees per user
- Data stored on their servers
WINNER
DeepSpeed
The Freedom Choice
- 100% Open Source Code
- Free forever (Self-hosted)
- You own your data completely
Interactive Calculator
Calculate Your "SaaS Tax"
SaaS pricing is designed to scale with your success.
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10 people
150100200+
$
*Estimated standard pricing for MosaicML. Adjust if needed.
Estimated Annual Waste
$1,440
Monthly Burn Rate$120
5-Year Projection$7,200
Cost with Self-Hosted$0
Calculations based on 10 users at $12/mo.
Detailed Breakdown
0
Managed memory scaling
ZeRO-1/2/3 optimization
1
Standard cloud throughput
Highly optimized kernels
2
Premium per-GPU pricing
Hardware-agnostic efficiency