I re-visualized
the Cinebench R24 Notebookcheck data into bubble chart form:
Inside the bubbles for the single thread efficiency I list the points per watt (the size of the bubble corresponds to the points/watt value) and for multi-thread efficiency inside the bubbles (or around it when it got too crowded) I have both the score and the points per watt as it gets a little more tricky to track and I have a point about that later. Here are the standout observations that I see:
1) The Qualcomm core doesn't quite match Avalanche's (the M2 P-core) performance/efficiency in CB R24.
2) The Qualcomm Elite 78 is in an Asus laptop while the 64 and 80 are from Microsoft Copilot (tablet hybrid I believe). My working hypothesis is that that Asus has much worse power delivery efficiency to the chip under load. It *should* be a better binned silicon than the 64, but it is obviously worse than both 64 and the 80 which either achieve better ST performance at the same watt or lower watt at same ST performance. Unfortunately, in MT Notebook check only had performance curves for the Asus, but again we can see that the 80 and 64 are superior (the 64 is technically slightly worse, but given that it has 2 fewer cores it should be much, much worse, and isn't - like 5% less efficient at roughly the same power/performance). This is where having software measurement of core power to see its estimates relative to the hardware measurement would've been really beneficial.
3) The Ryzen 7 does not come of well here at all. The Intel chip, not pictured, is worse, but in single core the AMD Ryzen pulls almost as much wattage as the entire 64/78/80. It is nearly 3x less efficient than the M2 Pro and 2-2.6x less efficient than the Oryons for much less ST performance. In other words if they tried to boost it even further to match the performance, its efficiency would get even worse. In multicore its best showing is around the 56W mark where it closes the efficiency gap, but once again when tried to actually match the performance of the Snapdragon at that wattage it has to draw over 80W and still doesn't manage it. And as I said, the 80-class chip would've been even better, it achieves at 39.6W nearly the same level of performance (within 2%) as the AMD at 82.6W, again, almost 2x the efficiency at that performance level. This is why I wanted to emphasize the score along with the efficiency in the multi-thread test. Having said all that at the 56W the AMD processor gets close (within 12-20% efficiency) to the Snapdragon/M2 Pro and I suspect this where in the 30-60W range the AMD chip is best suited, a particularly inefficient implementation of the Snapdragon chip by an OEM and particularly good implementation of the AMD chip (the AMD is German Schenker VIA I don't know its reputation) and yeah they could absolutely line up. Also not clear what the Snapdragon perf/W curve looks like below 35W, if it steepens (likely) it could naturally match the AMD processor here. But as bad as the perf/W of the Asus Oryon is relative to the MS Oryon here, its perf/W curve is still clearly above AMD's curve for the tested values.
4) The two MS Snapdragons kinda support that the 12-core Snapdragon chip is hamstrung. At roughly the same power with two more cores the 80-class is only able to muster ~10% greater efficiency than the 64-class processor. That's not *bad*, but I *think* that really should be better, closer to 20%.
Caveats: Qualcomm's CB R24 scores relative to Apple don't look as good as one would think they should and in GB 6's short ray tracing subtest the Oryon cores improve significantly relative to Apple's M2 Pro and come out closer to what one would expect from the design. However, CB R24 is even worse for the AMD processor and in GB6 it catches up a little (in performance) to both Nuvia and Apple (power untested, but probably still bad, especially in single core). I might try to recapitulate the Geekbench ISO graphs
@leman and I created awhile back, but include one of these Snapdragons. Thus, CB R24 may represent a "worst case scenario" for the AMD processor here or perhaps more accurately a best case for Apple (a remarkable turn around from CB R23 which was technically Apple Silicon native but very obviously unoptimized, which might be the case for Qualcomm too). You can see this in the comparisons between single threaded GB 6.2 and CB R24 - multithreaded gets more complicated and again we lack power measurements for the various processors for GB 6.2.