So part of the manufactures octane game is "how it burns" and emissions to pass regulations. It burns a bit hotter so it helps with the emissions and makes EPA happy.
Sorry, but Octane has nothing to do with the temperature that the gasoline burns at.
All gasoline grades contain the same amount of energy for the same volume of gas, and burn at the same temperature.
Octane is a measure of compressibility.
Octane measures the amount of compression fuel can withstand prior to ignition. Higher octane ratings indicate fuel that is less likely to pre-ignite when under pressure, which can cause engine damage. Because of this, performance cars require higher octane fuel to run their higher compression engines.
Performance in this context means engines with a higher compression ratio.
According to Google, these are some compression ratios for comparison:
2024 Can-Am Spyder Rotax 1330cc ACE engine: 12.2:1
2024 Can-Am Ryker Rotax 900cc ACE engine: 11:1
2024 Can-Am Ryker Rotax 600cc ACE engine: 12:1
2024 Honda Civic 2L inline 4 engine: 10.8:1
2024 Harley-Davidson various engines: 10.5:1, 11.4:1, or 13.0:1
2023 Honda Ridgeline 3.5L V6: 11.5:1
Google thinks that H-D recommends 91 Octane for their engines, and that Can-Am recommends 91 Octane gas for the Ryker engines.
Honda recommends 87 Octane for the Ridgeline and regular Civic engines.
However, for the turbo charged engines in the Civic Si and Civic Type R models, Honda recommends 91 Octane gas.