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What is FLOPs (compute)?

Also called: Floating-point operations, FLOP

FLOPs count the calculation steps needed to train or run an AI model. They are a measure of compute.

Example

A large training run needs so many steps that they are given in powers of ten such as 10^25.

For pros

FLOP (a total) and FLOP/s (per second, a chip’s speed) are often confused. The EU AI Act uses training compute as a presumption: above 10^25 FLOP a general-purpose model counts as having systemic risk (Art. 51). The number says little about quality for your task.

Sources: AI Act Service Desk, Art. 51, developers.google.com, Wikipedia · Checked on 19 October 2026

Written by AI Compare Ninja with AI assistance and edited by us. Every explanation is our own text.