Unless you’re under a DoS (Denial of Service) or DDoS (Distributed Denial of Service) attack, failed login attempts are not going to make a noticeable impact on your WordPress performance. Of course, if you’re already using all available server resources, you might see a negative impact. This might also be the case if login attempts are at a high volume/high frequency.