Here is a link to a good (short) read from a SAE whitepaper. The test was done on F150 Ecoboost. This is PROOF that higher octane cannot increase power or mileage without an accompanied increase in compression. Higher compression is also higher efficiency. So as some have stated correctly, higher octane is useless in an engine not tuned for it. Adding E30 to your Raptor does nothing over regular gas with sufficient octane to prevent the knock sensor from retarding the timing. If an engine has VVT and a sensor that measures ethanol content you may see a lot more benefit. The real debate should be if Ford tuned the Raptor for 91 octane, but is relying on the knock sensor to keep things in check while not deterring buyers by requiring premium fuel.
Link
Effects of Fuel Octane Rating and Ethanol Content on Knock, Fuel Economy, and CO2 for a Turbocharged DI Engine
1) the 17 raptor is tuned for 87 octane minimum. However running a higher octane you WILL see an increase in power (and milage) however it probably tops out at 93 octane, to see a benefit from higher octane than that, a custom tune will be needed
2) power and milage are the result of engine efficiency. Take away timing and/or compression (boost) and your engine is less efficient
3)regarding this test, doing dyno pulls vs real world you get dramatically different results. So let's say you had an extremely low octane gas. The computer would have to pull timing as not to knock. The end result is less power and thus to do the same task vs higher octane and higher timing you get worse milage (and that's not touching the compression)
For example,
Let's say you are pulling a trailer up a hill, you have put a low octane fuel in. The ecu will back off timing (and boost) as to not detonate. To maintain your speed, you will have to open the throttle more whereas with full timing and boost it will take less throttle resulting in better milage.
Another example is something they did on top gear. Watch this, it's fantastic
https://youtu.be/eKIryzmF-VM
4) turbo engines have the unique ability to increase compression... By increasing boost
5)an efficient engine is only efficient if you drive it efficiently.
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