Compared to Samtse, Phuentsholing and Samdrup Jongkhar, Gelephu offers fuel at the cheaper rate. In fact, the rate there is the cheapest.
Bhutan oil at Gelephu
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Spacious fuel station but needs resurfacing for better experience and can do well with a toilet facility.