If a splice is at all close to fitting, you can steam the parts, clamp them together snuggly, and when it all cools down, you'll have a fine fit.
I always use Titebond II for my splices. It fills small gaps, swells the wood slightly, and doesn't run out of the joint. No mixing no fuss, just a strong waterproof joint.
Jim Davis