The Camino de Levante trail usually has dry and sunny weather throughout August. The temperature can be around 32 to 35 degrees Celsius during the day, and it can drop to the low to mid twenties at night. There's not much rain either. However, as you move from Valencia to Toledo, you might experience a little bit of rain, but it's usually less than 0.3mm a day.
When you get to the province of Ávila and continue through Arévalo until the end of the trail in Zamora, the weather changes a bit. It gets slightly cooler, with temperatures around 30°C in the day and mid-teens at night. The chance of rain also increases, though it doesn't rain every day and the amount might be around 1.0mm when it does. Mostly, the weather is sunny, with some clouds.
Overall, the weather on the Camino de Levante trail is predictable and good for hiking, as it's mostly sunny with just a few rain showers.
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