Model Finetuning Billing
Model Finetuning Billing
Updated on 13 Oct 2025

Billing Logic Minimum billable usage Time to charge
- Based on the usage duration of a pipeline
- Remaining unbilled usage will be rounded up to the nearest 15 minutes
15 minutes Usage ≥ 1/4 GPU-hour

Billing Equation:

  • Usage duration: Calculated in GPU-hours (rounded up to the nearest 15-minute increment)
  • GPU: Number of GPUs used
  • Cost: Usage time (hours) × GPU count × item price from pricing table

Example:

You use 1 GPU NVIDIA H100 SXM5 priced at $5.5/GPU-hour to train model Qwen/Qwen3-32B for 8 minutes

  • Usage duration: 8 mins → rounded up to 15 mins (0.25 GPU-hour)
  • GPU: 1
  • Cost: $5.5 × 1 GPU × 0.25 GPU-hour = $1.375