Why does my data look different depending on the broker?

I connected two accounts and compared what I was seeing on the same symbol at the same moment. The prices agreed but the volume and the tick frequency didn't, and one of them showed a lot less activity. Is this normal? I assumed market data was market data. Trying to understand whether this should change which one I use for the strategy versus which one I trade through.