so ive been doing mapping work for a couple local farms and a small construction site on the side, mostly using DroneDeploy on a Mavic 3 Enterprise and its been fine honestly but one of my clients is asking for more detailed outputs and their agronomist keeps mentioning Pix4Dfields specifically and im not sure if i should bother switching or just upsell them on what i can already produce

the thing is Pix4D is significantly more expensive if you go the full desktop route and i dont have enough consistent contract work to justify the annual cost right now. DroneDeploy does everything i need for orthomosaics and basic elevation models but im starting to wonder if the point cloud quality is actually noticeably worse or if thats just marketing from Pix4D side

anyone switched between these two or run them side by side on the same dataset? curious if the outputs are genuinely that different at ground sampling distances around 2-3cm

ran both on the same flight data last spring for a vineyard job, client wanted to compare. honest answer is that at 2cm GSD with good GCPs the difference in the orthomosaic is pretty marginal, like youre not going to see it unless you zoom way in and start pixel peeping. where pix4d pulls ahead imo is the point cloud density and the way it handles the processing parameters ? you get a lot more control over the reconstruction if you know what youre doing

but dronedeploy is honestly so much faster to get from flight to deliverable, especially with the cloud processing. for agricultural clients who just want NDVI maps and field reports the turnaround time matters more than squeezing another bit of accuracy out of the point cloud. id say stick with what youre using unless you land a client who specifically needs survey-grade outputs with measurable accuracy requirements

might be worth looking at Pix4Dfields specifically rather than the full desktop suite, i think the pricing is way more reasonable if agriculture is your main focus. im pretty new to this so take that with a grain of salt but i remember seeing that they split it into separate products and fields is cheaper than mapper