Freight class is a major LTL pricing variable
How your freight is classified can materially change the quote. Get the class wrong, and you get an attractive quote that turns into disputes and rebills after pickup.
This is often why shippers feel blindsided. The quote looked good, but it wasn't based on realistic operational assumptions.