I switch to a Shorai in my Husky TE310 about 18 months back. The technology is awesome, it is unbelievable how small and light the battery is vs. how easily it cranked over the 310. However, after a couple of months, it just went stone cold dead for no apparent reason. Literally overnight, no load or or bike problems, no extreme temperatures, it just ran fine one day, and then wouldn't crank a few days later.
Shorai warrantied it for me with no issues, shipped me a brand new one, it also worked just fine, but again only for a few months before it also just wouldn't hold a charge any more. I didn't bother to try to warranty it again, I was pretty sure they would have denied it. I'm still not sure what the problem was. Possibly the Husky battery compartment is just too hot for either the battery or the electronics in it (all lithium battery packs have integrated electronics to limit current in and out, to keep them from going up in flames due to over-current conditions).
Anyhow, I had to swap back to a lead battery, which has worked fine every since. But it is a lot heavier for less total power storage, which sucks. But at least lead batteries tend to fail gradually, rather than catastrophically like the Shorai did.
KF