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Not likely. Aside from the battery type, they're usually cheap and nasty batteries inside those things that don't last.
Get a deep cycle battery - Absorbed Glass Mat (AGM) is usually best. Optionally, you can put it in an enclosure or get your own box.
There are many, many threads on deep cycle batteries.
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