Deciding whether to pursue arbitration with Mastercard largely depends on the specifics of the case and the evidence available. If the merchant believes they have a strong position supported by thorough documentation, it may be worthwhile to initiate arbitration to potentially overturn an unfavorable chargeback decision. If the evidence is thin, however, the cost of arbitration may outweigh potential benefits.