Are cheap Amazon tire inflators accurate?

Accuracy varies. Community reviewers on specialist subreddits report the AstroAI L7 gauge tracking closely for track-day pressure setting, but cheaper units generally should be cross-checked against a known-good gauge. Auto shut-off is a useful feature reviewers value for avoiding over-inflation.