It's not the diamond itself that powers the battery—it's small amount of Carbon-14 trapped inside the diamond and slowly decaying.
 
Emphasis on "slowly". Carbon-14's half-life is 5730 years. Your typical lithium-ion battery lasts perhaps a decade (if you're lucky/careful).

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