HR during bike commute not reliable?

Only had this watch for a week now (had the f?nix 3 (non-HR) for years before this one). It seems the HR measurements for my bike commute are heavily skewed. I was hoping to get some HR information without needing a chest strap, but it looks like the wrist measurements is completely oblivious to changes while riding. It's like I'm doing nothing. Going to verify and wear one of my straps home today, but wanted to get some feedback from others on how well it's working for other biking.