GPU Calculators
Free tools to estimate GPU costs, compare cloud providers, and optimize your ML infrastructure spending.
ML Training Cost Estimator
Estimate GPU compute time and total cost for training LLMs from scratch. Compare cloud providers and spot savings.
Open calculatorInference Cost Calculator
Calculate serving costs at scale. Compare self-hosted GPUs vs API providers like OpenAI and Anthropic.
Open calculatorGPU ROI Calculator
Buy vs rent analysis. Find break-even points and get recommendations based on your usage patterns.
Open calculatorSpot vs On-Demand
Evaluate spot instance savings and risks for training, fine-tuning, and inference workloads.
Open calculatorTCO Comparison
Compare total costs across providers, pricing tiers, and timeframes. Find the cheapest option.
Open calculator