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Stingy
Negative Connotation
'Stingy' often suggests a selfish or unreasonable lack of generosity. It can sound critical. 
Informal Context
'Stingy' is informal and might be inappropriate in formal writing or speeches. 
Cultural Differences
Perception of stinginess can vary with culture; what's stingy in one might be prudent in another. 