I was an early Scalyr user circa 2014 or so, and have used Splunk at various gigs before and after. My current company is not a Scalyr customer and that makes me pretty sad - even back then, they were snappy and responsive in ways that Splunk has never matched. Despite (maybe due to?) being substantially cheaper, the service we received from the founders and operators was second to none; for example, I remember that someone even hand-wrote a Clojure EDN log-parser for us at no extra charge, just to make sure we were happy.
Steve says elsewhere in the thread that Splunk has the more-flexible query language, and while that may be true I as a product engineer never noticed the delta myself.
TL;DR I think you'd be doing yourself a favor to try Scalyr, and I have no affiliation other than being a happy former customer.