First-time full gut: the number that ends most of them is not the rehab budget
The standard advice is to start small, build your systems, and grow from there. That framing assumes you can find a deal where a light rehab pencils. In most markets right now, the only motivated sellers pricing below market are selling properties that need a full gut, because anything cosmetic gets bid up by retail buyers who can borrow cheap and tolerate a messy kitchen. So a first-timer often faces a real choice between a gut rehab and no deal at all, and "start small" does not answer that.
What actually ends first gut flips is not the rehab line. It is the gap between what the contractor bids and what the draw schedule will fund, timed against when the hard money lender expects progress milestones. Take a property bought at 180k with a 120k rehab budget funded through a construction draw loan. If the GC front-loads labor costs and the lender only releases draws against completed inspected work, the investor can run out of operating cash at week six before a single draw clears, even if the total budget is technically right. That is a cash flow problem, not a budget problem, and most first-timers model the budget and ignore the timing entirely.
The second thing that ends them is scope added after demo. Opening walls on a pre-1980 property and finding knob-and-tube, galvanized supply lines, and no insulation in the same week is not bad luck, it is the baseline expectation, and a 10 percent contingency does not cover it. On a full gut, I think 20 percent contingency is the floor, and even that assumes you have already scoped the mechanicals with a licensed inspector before you close, which most beginners skip because it costs 800 dollars and feels redundant on a property they are already planning to gut.
The third is ARV discipline. A first-timer tends to use the best comp in the neighborhood rather than the most recent sale of a comparable finished product. If finished renovated inventory is sitting 45 days and taking price cuts, the ARV that made the deal work six months ago does not exist today, and the whole margin was borrowed from a market condition that already passed.
Before the first offer on a gut, the question worth answering is whether you have mapped out the draw schedule against your actual cash reserves, not just whether the total rehab number fits the budget.