You are welcomed to disagree, but, when I see 4 generations of CPU's (Sandy, Ivy, Haswell, Broadwell) only about 20% is apart in benches, it makes me think that yes, they are stagnating.
How about AMD's last four generations? Has peak performance changed much more between Bulldozer, Piledriver, Steamroller, and Excavator? AMD is starting from further behind and they have more of a pressing need to try to catch up. They're definitely not resting on a monopoly.
There are many technical factors that have caused CPU performance improvements to slow down. Intel keeps cranking out manufacturing processes but Dennard scaling has hit a wall. Frequency scaling has topped out due to higher wire resistance offsetting shorter wire length. Uarch improvements hit diminishing returns trying to extract more ILP while nearing fundamental limits of branch prediction accuracy, cache/memory latency, and intrinsic parallelism in the code. Highly threaded applications are not considered prevalent enough in mainstream code so core counts aren't increasing in the mainline CPU lines, but the server and enthusiast lines continue to increase core counts.
Meanwhile, power efficiency is a bigger deal because at this point people are more interested in longer lasting laptops and tablets than more performance on desktops. The increased power efficiency inevitably results in a trickle down of increased performance throughout the thermally-constrained product lines (and AMD has certainly focused the hardest here), just not at the highest end for desktops. Despite that, Intel still released an enthusiast grade product tweaked to perform better with higher clocks (Devil's Canyon) so it's hard to say they're completely ignoring this segment either.
If anything, Intel has been including more CPU uarch improvements in their ticks (Ivy Bridge and Broadwell both have them) which were previously only die-shrinks. Because previously a die-shrink meant more clock speed and cache, now that isn't viable or isn't worth it. The uarch improvements, for whatever they're worth, are more work. This is not to mention the substantial IGP improvements made each generation.
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