Thanks for all the replies guys! Based on your input it makes sense that my passenger caliper is bad so I will order the parts to replace the pads and rebuild the caliper. I shall let you know how it goes!

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Main Autos:
1990 BMW 525i
2004 BMW X5 4.4i
2011 Toyota Tacoma Pre-Runner V6