Stock fuel pumps and fuel systems were NOT designed for 500hp, or anywhere close to that.
The truth is that most stock systems are hard pressed to keep up with much past about 350hp and we start to see all sorts of issues depending on the vehicle, tank location, routing of the factory lines, etc when folks install powerful engines and start taxing the fuel system harder. Heat can be a player here as well as lines often run too close to exhaust pipes and pick up too much heat on the suction side of the mechanical pump.
I went thru this with my own vehicle over 20 years ago and quickly learned that a stock fuel system on a 1973 Ventura is good for about 350hp with no issues anyplace.
When I installed my first 428 engine making about 400hp I didn't have any issues at all until I took steps to improve traction (DOT tires or slicks) and installed 3.42 gears and a good aftermarket converter to get the car to leave harder. The car ran fine in all scenarios until I found good traction and left hard, then it would start to loose power right up near the shift point (5500rpms). I could actually "feel" the engines power falling off around 5000rpms but it never ran completely out of fuel, most likely just sucking the fuel bowl pretty low.
I tried an HP Carter mechanical pump, pusher electric pump, and they really didn't correct the issues, the car still felt like it was loosing power past 5000rpms but only at the track or on the street when it hooked up really hard.
Next move was to install a more powerful 455 engine which INSTANTLY resulted in fuel delivery issues much more pronounced than with the 428 engine. The engine would pull like a freight train in low gear to about 4500-4800rpm's then nose over, quickly recover and pull right on up to the shift point.
It ONLY did this on hard runs with good traction. I could do "John Force" burnouts with zero issues, or blast thru the gears without any problems, etc. Any attempts to heat up the tires and launch hard and it would nose right over.
At this point I was perplexed by the problem and had tried several different things to correct it and each time I thought I had it beat then did a hard run with traction and the problems came right back.
The last attempt I did was to remove the gas tank and install a larger line and relocate the pick-up more to the rear of the tank as it was right in the front. I put a Holley Blue pump just outside the tank, and 3/8" steel lines to a regulator in front of the carb dead headed. Low and behold the problems still existed and I was completely stumped at this point. I even tried pushing to the Carter HP mechanical pump which wasn't quite as good as just re-routing around it.
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