Is it a relatively standard turbo? 16/17 psi isn't stock boost, have you got an aftermarket gauge?
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Oil filter, most people will recomend oem toyota.
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I've had no problem with MAHLE/MANN ones.
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Oil, it depends on how cold it gets there! I'd alway go with a fully synthetic though.
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