Some criteria reward higher numbers, others reward lower. Convert each to a 0–10 utility scale using min–max or thoughtfully shaped curves, then apply weights. Normalization refuses to let any single metric dominate unfairly, producing balanced, legible results where competing strengths can be seen and appreciated clearly.
Decide whether strengths can offset weaknesses. Compensatory approaches like weighted sums or TOPSIS allow a stellar lifespan to balance a higher price, while noncompensatory screens impose strict cutoffs for must-haves such as safety certifications. Choosing deliberately ensures the decision logic mirrors your values rather than accidental mathematical convenience.
Look for options that are worse on every important criterion than another alternative; eliminate these dominated choices immediately. This quick pass simplifies the field and reduces noise, preventing you from overthinking clearly inferior candidates while reserving attention for close calls that deserve careful, transparent scrutiny.