Multiple instances will absolutely affect performance, yes. You just need to monitor your systems to understand how much they will affect it.
"The credit belongs to the man who is actually in the arena, whose face is marred by dust and sweat and blood"
- Theodore Roosevelt
Author of:
SQL Server Execution Plans
SQL Server Query Performance Tuning