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Entrant
Competitive Context
Use 'entrant' when referring to a person or entity joining a competition or market challenge. 
Not Always Human
'Entrant' can refer to organizations or products as well as individuals in contest settings. 
Neutral Connotation
The term 'entrant' is neutral, not implying success or failure upon entry. 