This is the website where you can find the number of partitions required by providing throughput and partition speed-

https://dattell.com/data-architecture-blog/kafka-optimization-how-many-partitions-are-needed/#:\~:text=You%20don't%20necessarily%20want,10%2C000%20partitions%20per%20Kafka%20cluster.