cheapskate vs piker

cheapskate

noun
  • Someone who does not give freely. 

  • Someone who stingily avoids spending money. 

piker

noun
  • One who pikes (quits or backs out of a promise). 

  • One who bets or gambles only with small amounts of money. 

  • A soldier armed with a pike, a pikeman. 

  • One who refuses to go out with friends, or leaves a party early; a spoilsport or "chicken". 

  • An amateur. 

  • A stingy person; a cheapskate. 

  • A tramp; a vagrant. 

  • A bullock living in the wild. (Also used attributively.) 

How often have the words cheapskate and piker occurred in a corpus of books? (source: Google Ngram Viewer )