A collar alone wouldn't stop the draught. Fill the gap with cement. And then a collar so it looks tidy.
Also check that where the flue exits the wall (on the exterior side) is fully sealed (i.e. not just a collar). The outside should have been fully sealed (cement + collar) by the installer otherwise you are at risk of carbon monoxide poisoning.
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