I find my Garmin is pretty accurate (based on having done several PR courses) and I stick with that.
Or if you don’t fancy a watch, maybe test each of your apps over a known 1k (for example) route, see which is most accurate and stick with that one. At least you’ll be comparing like with like in the future. 😀
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