Lithium Iron Phosphate (LiFePo, or super capacitors) would skew the figures, and we've advanced upon those already.

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Not by much, could be up to ~0.576 MJ/kg (160 Wh/kg):

https://en.wikipedia.org/wiki/Lithium_iron_phosphate_battery