PAXIFYEarly access

Laura Harbour

2000 Toyota Celica GTS · TFSP · Spokes / SASCA · 2025–2026
Also: Mazda Mazdaspeed3 (HS, 6 events), Mazdaspud3 (HS, 1 event), Silver Mazda Mazdaspeed3 (HS, 1 event), Toyota Celica GT (HS, 1 event)

Compare with…
Gap to PAX winner+5.50%Median across 18 events
Run 1 pace+11.07%+4.40% off own best
Cones per event0.10 DNF/DSQ runs
PAX wins01 top-10 finish

Gap to PAX winner, by event

Higher on the chart is faster

0%2.5%5%7.5%10%SPK #1 ’25SPK #3 ’25SPK #5 ’25SPK #8 ’25SPK #10 ’25SPK #1 ’26SPK #3 ’26SPK #5 ’26SPK #7 ’26SPK #8 ’26Each event · SPK #1 ’25: +5.87%Each event · SPK #2 ’25: +4.05%Each event · SPK #3 ’25: +4.29%Each event · SPK #4 ’25: +5.58%Each event · SPK #5 ’25: +5.20%Each event · SPK #7 ’25: +5.41%Each event · SPK #8 ’25: +4.03%Each event · SPK #9 ’25: +3.56%Each event · SPK #10 ’25: +6.31%Each event · SPK #11 ’25: +6.38%Each event · SPK #1 ’26: +7.07%Each event · SPK #2 ’26: +7.22%Each event · SPK #3 ’26: +3.80%Each event · SPK #4 ’26: +2.74%Each event · SPK #5 ’26: +8.30%Each event · SPK #6 ’26: +4.44%Each event · SPK #7 ’26: +7.56%Each event · SPK #8 ’26: +7.83%RollingEach event
Each event4-event rolling median

Pace by run number

Median best-so-far gap to the PAX winner after each run

0%5%10%15%Run 1Run 2Run 3Run 4Run 5Run 6Laura · Run 1: +11.07%Laura · Run 2: +7.63%Laura · Run 3: +6.32%Laura · Run 4: +5.58%Laura · Run 5: +6.38%Laura · Run 6: +6.38%Laura
Median across 18 events

Cones & DNFs

81 runs across 18 events · a cone is +2 s
Cones per event0.12 total
Clean events16 / 18No cones and no DNFs
Runs coned2%98% of runs clean
DNF runs00.0% of runs
Costly cones1Coned runs faster than the one that counted

By run number

0%5%10%15%Run 1Run 2Run 3Run 4Run 5Run 6Coned · Run 1: 6%DNF · Run 1: 0%Coned · Run 2: 0%DNF · Run 2: 0%Coned · Run 3: 0%DNF · Run 3: 0%Coned · Run 4: 6%DNF · Run 4: 0%Coned · Run 5: 0%DNF · Run 5: 0%Coned · Run 6: 0%DNF · Run 6: 0%
% of runs coned% of runs DNF

By event

012SPK #1 ’25SPK #3 ’25SPK #5 ’25SPK #8 ’25SPK #10 ’25SPK #1 ’26SPK #3 ’26SPK #5 ’26SPK #7 ’26SPK #8 ’26cleancleancleancleancleancleancleancleancleancleancleancleancleancleancleancleanCones · SPK #1 ’25: 0DNFs · SPK #1 ’25: 0Cones · SPK #2 ’25: 1DNFs · SPK #2 ’25: 0Cones · SPK #3 ’25: 0DNFs · SPK #3 ’25: 0Cones · SPK #4 ’25: 0DNFs · SPK #4 ’25: 0Cones · SPK #5 ’25: 0DNFs · SPK #5 ’25: 0Cones · SPK #7 ’25: 0DNFs · SPK #7 ’25: 0Cones · SPK #8 ’25: 0DNFs · SPK #8 ’25: 0Cones · SPK #9 ’25: 0DNFs · SPK #9 ’25: 0Cones · SPK #10 ’25: 1DNFs · SPK #10 ’25: 0Cones · SPK #11 ’25: 0DNFs · SPK #11 ’25: 0Cones · SPK #1 ’26: 0DNFs · SPK #1 ’26: 0Cones · SPK #2 ’26: 0DNFs · SPK #2 ’26: 0Cones · SPK #3 ’26: 0DNFs · SPK #3 ’26: 0Cones · SPK #4 ’26: 0DNFs · SPK #4 ’26: 0Cones · SPK #5 ’26: 0DNFs · SPK #5 ’26: 0Cones · SPK #6 ’26: 0DNFs · SPK #6 ’26: 0Cones · SPK #7 ’26: 0DNFs · SPK #7 ’26: 0Cones · SPK #8 ’26: 0DNFs · SPK #8 ’26: 0
ConesDNF runs

Costly cones

Coned runs that were faster than the time that counted, before the penalty.

EventRunRawConesCounted bestTime lostPAX pos clean
SPK #2 ’25 Mar 1, 2025448.853+148.8600.007 sSame (34th)

Events

Newest first
EventClassPAX posBest rawPAXGapCones
Autocross #8 (Beeville)
Spokes / SASCA · Oct 4, 2026 · listed as “Laura H”
HS34 / 9164.16350.047+7.83%0
Autocross #7
Spokes / SASCA · Aug 1, 2026 · listed as “Laura H”
HS31 / 15440.82331.841+7.56%0
Autocross #6
Spokes / SASCA · Jun 27, 2026
HS22 / 17442.40433.075+4.44%0
Autocross #5
Spokes / SASCA · Jun 6, 2026 · listed as “Laura H”
HS22 / 15738.05529.682+8.30%0
Autocross #4
Spokes / SASCA · May 9, 2026
HS6 / 17249.57338.666+2.74%0
Autocross #3
Spokes / SASCA · Mar 28, 2026
HS14 / 19653.45741.696+3.80%0
Autocross #2
Spokes / SASCA · Feb 28, 2026
HS32 / 18451.24539.971+7.22%0
Autocross #1
Spokes / SASCA · Jan 31, 2026 · listed as “Laura H”
HS32 / 12146.95736.626+7.07%0
Autocross #11
Spokes / SASCA · Dec 13, 2025 · listed as “Laura H”
HS27 / 13439.37330.868+6.38%0
Autocross #10
Spokes / SASCA · Nov 1, 2025 · listed as “Laura H”
TFSP29 / 12149.69040.260+6.31%1
Autocross #9 (Beeville)
Spokes / SASCA · Oct 12, 2025 · listed as “Laura H”
TFSP20 / 12263.26651.259+3.56%0
Autocross #8
Spokes / SASCA · Sep 27, 2025
TFSP31 / 19045.89237.182+4.03%0
Autocross #7
Spokes / SASCA · Aug 9, 2025 · listed as “Laura H”
TFSP33 / 17848.34539.170+5.41%0
Autocross #5
Spokes / SASCA · Jun 7, 2025 · listed as “Laura H”
TFSP34 / 13549.54840.145+5.20%0
Autocross #4 (Beeville)
Spokes / SASCA · May 4, 2025 · listed as “Laura H”
TFSP37 / 15169.76656.526+5.58%0
Autocross #3
Spokes / SASCA · Mar 29, 2025
TFSP28 / 21548.10638.976+4.29%0
Autocross #2
Spokes / SASCA · Mar 1, 2025 · listed as “Laura H”
TFSP34 / 15548.86039.587+4.05%1
Autocross #1
Spokes / SASCA · Feb 1, 2025 · listed as “Laura H”
TFSP43 / 14845.62136.963+5.87%0

Observations

Computed
  • Run 1 is typically +11.07% off the PAX winner; Laura finishes around +5.50%, so about 5.6 points come over the remaining runs.
  • Laura is typically within 1 point of final pace by run 3.
  • Median gap went from +5.20% in the first half of these events to +7.07% in the second half.
  • Run 4 is where mistakes happen most: 6% of run 4s were coned or DNF.
  • 1 coned run was faster than the time that counted. The biggest, at SPK #2, would have been 0.007 s quicker clean.