A few of our in-house studies have indicated to us that anything less than 10% in a blend may not be noticeable. I'd wager it could be as much as 15%, maybe 20% for an espresso. In an exercise designed out of pure academic curiosity, we were actually able to hide up to 10% past crop dark roast in a fresh crop light roast Kenya (and I'm talking 10% of the beans in each cupping glass) from reasonable detection. Sure, it tasted different, but not significant, particularly compared to higher percentages: when on the table with 25%, 50%, and 75% increments of the same coffees, the 10% & 0% were indistinguishable. When it was just 10% & 0%, we could all tell a difference.
For my part, I've never met a 4-part blend that held a candle to a well-crafted 3-or-less in terms of clarity & articulation. That's what I think of when I say "muddled," a coffee that has lost its sense of self. You can't pick out those hints of origin, the distinctiveness of individual flavor profiles. Now, if you want a blend that just tastes like diner coffee, blend it up - the more the better. You can certainly achieve balance with more parts, smaller percentages, etc. My favorite blends seem to consistently be those 2 & 3-component iterations, where one coffee functions as an anchor for body & sweetness, another provides distinctive flavor, and maybe a third elevates the acidity and subtler flavor elements, or augments the sweetness, or perhaps accents the finish.
Regarding Andrew T's assertion that
...i think even the best barista would have difficulty producing the same shot 20 times in a row even with a single origin...
I agree... but...
I think that the goal of consistency, while lofty, is also admirable and achievable. Much of the role of the pro barista is to mitigate inconsistencies. Consistent dosing, tamping, pressure, temperature, etc., etc., are all part of this process, and if there's one less thing to worry about (i.e., an inconsistent blend), it's that much easier to achieve that ideal.
My thoughts...