Hello MiJ I would say either. The second version has a slightly more 'humorous' feel, to my ears, but it seems grammatically sound, by analogy with 'pond/low lifes' (not pond lives/low lives), 'Walkmans' (not 'Walkmen', more's the pity), etc. I look forward to the pleasing jingle of other 2¢s...
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