Model Fine-Tuning billing

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