Paychex, Inc. (PAYX)
Model Evaluation — last 30 days for Paychex, Inc. (PAYX)
MAPE: 1.13%
MAE: 1.43
Direction hit: 100.0%
P&L in Period:
--
| Trade Date |
Prediction For |
Actual |
Pred |
Δ actual |
Strategy Action |
Shares Held |
Strategy P&L (Day) |
Cum. P&L (Period) |
| 2025-09-29 |
2025-10-06 |
$123.42
|
$126.34 |
-4.79
|
FLAT
|
0.00 |
$0.00
|
$0.00
|
| 2025-09-30 |
2025-10-07 |
$124.61
|
$125.27 |
-3.92
|
FLAT
|
0.00 |
$0.00
|
$0.00
|
| 2025-10-01 |
2025-10-08 |
$124.37
|
$121.87 |
-2.39
|
FLAT
|
0.00 |
$0.00
|
$0.00
|
| 2025-10-02 |
2025-10-09 |
$127.02
|
$129.78 |
3.01
|
INITIAL BUY
|
8.10 |
$0.00
|
$0.00
|
| 2025-10-03 |
2025-10-10 |
$126.59
|
$127.60 |
3.17
|
SCALE-IN
|
12.11 |
$0.00
|
$0.00
|
| 2025-10-06 |
2025-10-13 |
$125.21
|
$126.71 |
0.60
|
SCALE-IN
|
16.14 |
$0.00
|
$0.00
|
| 2025-10-07 |
2025-10-14 |
$125.55
|
$126.33 |
1.18
|
SELL
|
0.00 |
$49.49
|
$49.49
|
| 2025-10-08 |
2025-10-15 |
$127.42
|
$129.51 |
0.40
|
INITIAL BUY
|
7.90 |
$0.00
|
$49.49
|
| 2025-10-09 |
2025-10-16 |
$128.59
|
$127.74 |
2.00
|
SCALE-IN
|
11.89 |
$0.00
|
$49.49
|
| 2025-10-10 |
2025-10-17 |
$127.52
|
$128.32 |
2.31
|
SCALE-IN
|
15.88 |
$0.00
|
$49.49
|
| 2025-10-13 |
2025-10-20 |
$126.49
|
$126.53 |
0.94
|
SELL
|
0.00 |
$22.83
|
$72.32
|
| 2025-10-14 |
2025-10-21 |
$126.56
|
$126.53 |
-0.86
|
FLAT
|
0.00 |
$0.00
|
$72.32
|
| 2025-10-15 |
2025-10-22 |
$126.59
|
$124.90 |
-2.00
|
FLAT
|
0.00 |
$0.00
|
$72.32
|
| 2025-10-16 |
2025-10-23 |
$127.54
|
$129.88 |
0.02
|
INITIAL BUY
|
7.91 |
$0.00
|
$72.32
|
| 2025-10-22 |
2025-10-23 |
$124.75
|
$125.10 |
--
|
SELL
|
0.00 |
$0.00
|
$-1487.41
|
| 2025-10-23 |
2025-10-26 |
--
|
$124.64 |
--
|
FLAT
|
0.00 |
$0.00
|
--
|
| 2025-10-24 |
2025-10-27 |
$125.01
|
$126.40 |
--
|
FLAT
|
0.00 |
$0.00
|
--
|
| 2025-10-27 |
2025-10-30 |
--
|
$127.24 |
--
|
FLAT
|
0.00 |
$0.00
|
--
|
| 2025-10-25 |
2025-10-28 |
--
|
$128.82 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-10-26 |
2025-10-29 |
--
|
$127.94 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-10-28 |
2025-10-31 |
--
|
$129.51 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-10-29 |
2025-11-01 |
--
|
$129.70 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-10-30 |
2025-11-02 |
--
|
$127.95 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-10-31 |
2025-11-03 |
--
|
$127.52 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-11-01 |
2025-11-04 |
--
|
$126.95 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-11-02 |
2025-11-05 |
--
|
$126.86 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-11-03 |
2025-11-06 |
--
|
$127.80 |
--
|
FLAT
|
0.00 |
--
|
--
|