AI & ML Calculators

LLM costs, neural networks, GPU memory, training metrics, classification scores and generative AI.

Calculators for machine-learning practitioners: evaluation metrics such as precision, recall and F1 from a confusion matrix, model memory and parameter counts, training compute and token cost estimates. Each page defines its metric precisely, because the same name is sometimes used for different formulas in different libraries.

Cost and capacity results depend on prices and hardware figures that change often; the defaults are examples, so replace them with your provider's current numbers before relying on the output.

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