Fine-Tuning Cost Calculator

Estimate costs for fine-tuning AI models with your custom dataset

Training Parameters

Number of Training Examples(e.g., 1000)

Average Prompt Tokens per Example(e.g., 200)

Average Completion Tokens per Example(e.g., 100)

Number of Epochs(e.g., 3)

Base Model

Training: $0.008 / 1K tokensUsage: $0.012 / 1K tokens

Tokens per Example

300

Total Training Tokens

900,000

$7.200000

1000 examples × 3 epochs × 300 tokens

$3.600000

1000 requests × 300 tokens

$10.800000

Training + Usage (1000 requests)

Training Time Estimate

900.0K tokens • 3 epochs

• 50-100 examples: Good for simple tasks

• 500-1000 examples: Better performance

• 1000+ examples: Optimal for complex tasks

• Use shorter prompts when possible

• Start with fewer epochs (1-3)

• Consider model size vs. performance needs