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Calcimator

MLOps Pipeline Cost Calculator

Estimate monthly MLOps costs including training, serving, storage, and monitoring infrastructure.

Inputs

Results

Total Monthly Cost

$1,535.00

≈ 12 pairs of sneakers

Annual Cost

$18,420.00

≈ 9 gaming PCs

Training Cost$400.00
Serving Cost$720.00
Storage Cost$115.00
How to Use This Calculator
  1. Enter Training Runs/Month, Serving Instances, and Data Storage (TB).
  2. Set Monitoring & Observability, Disabled, and Enabled.
  3. Review Total Monthly Cost ($) and Annual Cost ($).
  4. Use Training Cost ($) and Serving Cost ($) to inform your decision.
  5. Use the chart to visualize the results and explore different scenarios by adjusting inputs.

How the result changes with Serving Instances

Serving InstancesTotal Monthly CostAnnual Cost
11$5,225.00$62,700.00
36$15,475.00$185,700.00
65$27,365.00$328,380.00
90$37,615.00$451,380.00

What each input means

Training Runs/Month
Number of model training or retraining runs per month
Serving Instances
Number of inference endpoint instances running 24/7
Data Storage (TB)
Total data storage for training data, model artifacts, and logs
Monitoring & Observability
Model monitoring for drift detection, performance tracking, and alerting

How this is calculated

Worked example, using the default values

  1. Identify Input Parameters
    4 parameters
    Training Runs/Month = 8, Serving Instances = 2, Data Storage (TB) = 5, Monitoring & Observability = 1 = 4 input(s) provided
  2. Calculate Total Monthly Cost
    Total Monthly Cost
    1535 = $1,535
  3. Calculate Training Cost
    Training Cost
    400 = $400
  4. Calculate Serving Cost
    Serving Cost
    720 = $720

Engine last updated . Checked against 2 independently-derived tests — how we verify calculators.

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