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Pad optimisation — cost vs rate

Rows are pads, columns are pump rates. Each cell re-solves that pad's column at that rate and costs it, so you can see what a rate costs and how much fracture margin it leaves in the same place. Nothing is corrected for you: a pad that is not physical is refused with the reason, and a rate that will not solve is withheld rather than shown as zero.

Rate axis
The pump rates every pad is evaluated at, from 1 to 3000 gpm. Up to 12 columns.
Pads
Each pad is one hydraulic column from surface to total depth — that is what makes pads comparable on a single rate axis. Per-string detail belongs in the well database and the column calculator.
Cost vs rate grid
Pad cost, ECD, fracture headroom and the gradient ratio at every rate. 24 cells · 11 safe · 4 past the fracture limit · 0 withheld.
Cheapest safe: Ranger pad (shallow) at 400 gpm · $4,805 for the pad
4.19 ppg below the fracture gradient · ratio 0.71
Pad150 gpm3.6 bpm200 gpm4.8 bpm250 gpm6.0 bpm300 gpm7.1 bpm350 gpm8.3 bpm400 gpm9.5 bpm450 gpm10.7 bpm500 gpm11.9 bpm
Ranger pad (shallow)
4 wells · 8,200 ft TD · 9.80 ppg · pore 8.60 / frac 14.60 ppg · 150 psi surface
Cheapest safe 400 gpm · $4,805
$12,706
ECD 10.37 ppg
4.23 ppg margin
ratio 0.71
Safe
$9,545
ECD 10.38 ppg
4.22 ppg margin
ratio 0.71
Safe
$7,648
ECD 10.38 ppg
4.22 ppg margin
ratio 0.71
Safe
$6,384
ECD 10.39 ppg
4.21 ppg margin
ratio 0.71
Safe
$5,482
ECD 10.40 ppg
4.20 ppg margin
ratio 0.71
Safe
$4,805
ECD 10.41 ppg
4.19 ppg margin
ratio 0.71
Safe
$4,380
ECD 11.89 ppg
2.71 ppg margin
ratio 0.81
Infeasible
$3,985
ECD 12.27 ppg
2.33 ppg margin
ratio 0.84
Infeasible
Midland pad (mid-depth)
6 wells · 10,500 ft TD · 10.50 ppg · pore 9.20 / frac 15.40 ppg · 250 psi surface
Cheapest safe 350 gpm · $10,540
$24,415
ECD 11.17 ppg
4.23 ppg margin
ratio 0.73
Safe
$18,343
ECD 11.17 ppg
4.23 ppg margin
ratio 0.73
Safe
$14,701
ECD 11.18 ppg
4.22 ppg margin
ratio 0.73
Safe
$12,274
ECD 11.19 ppg
4.21 ppg margin
ratio 0.73
Safe
$10,540
ECD 11.20 ppg
4.20 ppg margin
ratio 0.73
Safe
$9,448
ECD 12.43 ppg
2.97 ppg margin
ratio 0.81
Infeasible
$8,498
ECD 12.79 ppg
2.61 ppg margin
ratio 0.83
Infeasible
$7,756
ECD 13.19 ppg
2.21 ppg margin
ratio 0.86
Infeasible
Deep HP/HT pad
3 wells · 15,800 ft TD · 13.40 ppg · pore 12.10 / frac 16.80 ppg · 700 psi surface
No rate on this axis clears every limit for this pad — treat the whole row as not pumpable as entered.
Within 5% of the fracture limit at 300 gpm — a small rate or mud-weight change could cross it.
$14,415
ECD 14.55 ppg
2.25 ppg margin
ratio 0.87
Infeasible
$10,839
ECD 14.57 ppg
2.23 ppg margin
ratio 0.87
Infeasible
$8,693
ECD 14.58 ppg
2.22 ppg margin
ratio 0.87
Infeasible
$7,535
ECD 16.40 ppg
0.40 ppg margin
ratio 0.98
Infeasible
$6,618
ECD 17.10 ppg
0.30 ppg over
ratio 1.02
Past fracture limit
$5,970
ECD 17.88 ppg
1.08 ppg over
ratio 1.06
Past fracture limit
$5,504
ECD 18.75 ppg
1.95 ppg over
ratio 1.12
Past fracture limit
$5,170
ECD 19.70 ppg
2.90 ppg over
ratio 1.17
Past fracture limit

How to read this grid

The big number is the cost for the whole pad at that rate; hover a cell for the per-well cost, bottomhole pressure, friction, hours and pump duty. Margin is how much ECD headroom is left below the fracture gradient — a negative margin means the cell is over it. Ratio is the operating gradient divided by the fracture gradient: at 0.95 you are close, at 1.00 you are past it.

  • Each cell is a full re-solve of that pad's column at that rate through the same solver the calculator and results page use — no interpolation between rates.
  • Cost is circulating cost only: pump energy at the solved friction plus spread time for one bottoms-up. It excludes proppant, chemicals, mobilisation and any per-well fixed cost.
  • A higher rate burns more pump power but finishes the bottoms-up sooner, so total circulating cost often falls as rate rises — the cheapest safe cell is not always the slowest one.
  • Pad cost is the per-well cost multiplied by the wells on the pad; it assumes the wells are pumped one after another under the same spread rate.
  • A pad is one hydraulic interval from surface to total depth, which is what makes pads comparable on one rate axis. Per-string detail belongs in the well database and the column calculator.
  • Safe means the solver returned OK and the operating gradient stays below the fracture gradient AND the pad's required headroom is met — a row can be far from the fracture limit and still not safe (for example underbalanced against pore pressure).
Pad spacing & cluster density from the trained model
Takes the driver ranking of a model trained on your saved sweep results and lays its spacing suggestions out on this pad. Labelled ESTIMATE — a scan of the fitted model inside the ranges it was trained on, never a physics solve.
ESTIMATE

No trained model saved yet. Run a sweep in a workspace, enter the objective values, and train a model — the spacing suggestion appears here. Nothing is guessed in the meantime.

Stimulated probability — Pad optimization
GEOMETRY ONLY
Confidence that rock at each distance from the well was stimulated, from the fracture geometry and the barrier stress contrast. Not propped conductivity and not a measured volume.

Leave the observed extent blank to keep the shading uncalibrated — geometry only.

50% confidence at 800 ft10% confidence at 1503 fttip roll-off 320 ft
  • Probability describes confidence that rock at that distance was stimulated — not propped conductivity and not a measured volume.
  • Tip roll-off width is 320 ft, set by net pressure 600 psi against 900 psi of barrier contrast.
  • Uncalibrated — geometry only. No field diagnostics are attached to this run, so the shading reflects the model's own tip, not observation.