The right choice depends on shipment size, weight, freight value, delivery timing and how much flexibility is available. If your priority is a more direct shipment with fewer handling points, TL is often the better choice. If your shipment is smaller and cost control is a key factor, LTL may be more appropriate.
The best decision usually comes from balancing cost, timing, freight protection and operational priorities rather than looking at price alone.