Air Products and Chemicals, Inc. (APD)
Model Evaluation — last 100 days for Air Products and Chemicals, Inc. (APD)
MAPE: 1.27%
MAE: 3.54
Direction hit: 82.1%
P&L in Period:
--
| Trade Date |
Prediction For |
Actual |
Pred |
Δ actual |
Strategy Action |
Shares Held |
Strategy P&L (Day) |
Cum. P&L (Period) |
| 2025-07-21 |
2025-07-28 |
$297.22
|
$298.15 |
1.91
|
SCALE-IN
|
12.01 |
$0.00
|
$0.00
|
| 2025-07-22 |
2025-07-29 |
$299.24
|
$296.41 |
5.52
|
SELL
|
0.00 |
$81.08
|
$81.08
|
| 2025-07-23 |
2025-07-30 |
$295.56
|
$293.52 |
-2.57
|
FLAT
|
0.00 |
$0.00
|
$81.08
|
| 2025-07-24 |
2025-07-31 |
$295.19
|
$295.63 |
-2.70
|
FLAT
|
0.00 |
$0.00
|
$81.08
|
| 2025-07-25 |
2025-08-01 |
$290.13
|
$294.59 |
-7.09
|
FLAT
|
0.00 |
$0.00
|
$81.08
|
| 2025-07-28 |
2025-08-04 |
$287.88
|
$281.49 |
-11.36
|
FLAT
|
0.00 |
$0.00
|
$81.08
|
| 2025-07-29 |
2025-08-05 |
$281.75
|
$289.50 |
-13.81
|
FLAT
|
0.00 |
$0.00
|
$81.08
|
| 2025-07-30 |
2025-08-06 |
$287.48
|
$272.48 |
-7.71
|
FLAT
|
0.00 |
$0.00
|
$81.08
|
| 2025-07-31 |
2025-08-07 |
$292.48
|
$294.01 |
2.35
|
INITIAL BUY
|
3.47 |
$0.00
|
$81.08
|
| 2025-08-01 |
2025-08-08 |
$289.05
|
$286.76 |
1.17
|
SCALE-IN
|
5.25 |
$0.00
|
$81.08
|
| 2025-08-04 |
2025-08-11 |
$288.56
|
$284.20 |
6.81
|
SELL
|
0.00 |
$8.78
|
$89.85
|
| 2025-08-05 |
2025-08-12 |
$288.74
|
$291.39 |
1.26
|
FLAT
|
0.00 |
$0.00
|
$89.85
|
| 2025-08-06 |
2025-08-13 |
$283.95
|
$288.04 |
-8.53
|
FLAT
|
0.00 |
$0.00
|
$89.85
|
| 2025-08-07 |
2025-08-14 |
$289.27
|
$287.03 |
0.22
|
FLAT
|
0.00 |
$0.00
|
$89.85
|
| 2025-08-08 |
2025-08-15 |
$294.21
|
$294.60 |
5.65
|
INITIAL BUY
|
3.46 |
$0.00
|
$89.85
|
| 2025-08-11 |
2025-08-18 |
$292.17
|
$290.59 |
3.43
|
SCALE-IN
|
5.22 |
$0.00
|
$89.85
|
| 2025-08-12 |
2025-08-19 |
$290.46
|
$285.80 |
6.51
|
SELL
|
0.00 |
$11.20
|
$101.06
|
| 2025-08-13 |
2025-08-20 |
$288.14
|
$291.11 |
-1.13
|
FLAT
|
0.00 |
$0.00
|
$101.06
|
| 2025-08-14 |
2025-08-21 |
$290.22
|
$290.72 |
-3.99
|
FLAT
|
0.00 |
$0.00
|
$101.06
|
| 2025-08-15 |
2025-08-22 |
$292.37
|
$295.62 |
0.20
|
INITIAL BUY
|
3.44 |
$0.00
|
$101.06
|
| 2025-08-18 |
2025-08-25 |
$293.52
|
$292.21 |
3.06
|
SCALE-IN
|
5.18 |
$0.00
|
$101.06
|
| 2025-08-19 |
2025-08-26 |
$299.30
|
$294.27 |
11.16
|
SCALE-IN
|
6.90 |
$0.00
|
$101.06
|
| 2025-08-20 |
2025-08-27 |
$294.17
|
$299.30 |
3.95
|
SCALE-IN
|
8.61 |
$0.00
|
$101.06
|
| 2025-08-21 |
2025-08-28 |
$293.97
|
$288.94 |
1.60
|
SELL
|
0.00 |
$27.52
|
$128.58
|
| 2025-08-22 |
2025-08-29 |
$294.59
|
$295.57 |
1.07
|
FLAT
|
0.00 |
$0.00
|
$128.58
|
| 2025-08-25 |
2025-09-01 |
$295.02
|
$290.04 |
-4.28
|
FLAT
|
0.00 |
$0.00
|
$128.58
|
| 2025-08-26 |
2025-09-02 |
$294.11
|
$290.54 |
-0.06
|
FLAT
|
0.00 |
$0.00
|
$128.58
|
| 2025-08-27 |
2025-09-03 |
$292.19
|
$291.89 |
-1.78
|
FLAT
|
0.00 |
$0.00
|
$128.58
|
| 2025-08-28 |
2025-09-04 |
$291.28
|
$290.25 |
-3.31
|
FLAT
|
0.00 |
$0.00
|
$128.58
|
| 2025-08-29 |
2025-09-05 |
$289.97
|
$291.09 |
-5.05
|
FLAT
|
0.00 |
$0.00
|
$128.58
|
| 2025-09-02 |
2025-09-09 |
$289.86
|
$289.12 |
-4.25
|
FLAT
|
0.00 |
$0.00
|
$128.58
|
| 2025-09-03 |
2025-09-10 |
$288.91
|
$287.87 |
-3.28
|
FLAT
|
0.00 |
$0.00
|
$128.58
|
| 2025-09-04 |
2025-09-11 |
$287.14
|
$286.80 |
-4.14
|
FLAT
|
0.00 |
$0.00
|
$128.58
|
| 2025-09-05 |
2025-09-12 |
$287.50
|
$285.65 |
-2.47
|
FLAT
|
0.00 |
$0.00
|
$128.58
|
| 2025-09-08 |
2025-09-15 |
$294.52
|
$292.51 |
4.66
|
INITIAL BUY
|
3.46 |
$0.00
|
$128.58
|
| 2025-09-09 |
2025-09-16 |
$292.82
|
$291.35 |
3.91
|
SCALE-IN
|
5.20 |
$0.00
|
$128.58
|
| 2025-09-10 |
2025-09-17 |
$289.52
|
$293.00 |
2.38
|
SCALE-IN
|
6.94 |
$0.00
|
$128.58
|
| 2025-09-11 |
2025-09-18 |
$284.95
|
$292.00 |
-2.55
|
SELL
|
0.00 |
$44.48
|
$173.06
|
| 2025-09-12 |
2025-09-19 |
$290.63
|
$287.56 |
-3.89
|
FLAT
|
0.00 |
$0.00
|
$173.06
|
| 2025-09-15 |
2025-09-22 |
$292.45
|
$290.48 |
-0.37
|
INITIAL BUY
|
3.45 |
$0.00
|
$173.06
|
| 2025-09-16 |
2025-09-23 |
$290.15
|
$291.51 |
0.63
|
SCALE-IN
|
5.21 |
$0.00
|
$173.06
|
| 2025-09-17 |
2025-09-24 |
$287.49
|
$284.93 |
2.54
|
SELL
|
0.00 |
$13.80
|
$186.86
|
| 2025-09-18 |
2025-09-25 |
$276.58
|
$287.12 |
-14.05
|
FLAT
|
0.00 |
$0.00
|
$186.86
|
| 2025-09-19 |
2025-09-26 |
$272.28
|
$282.43 |
-20.17
|
FLAT
|
0.00 |
$0.00
|
$186.86
|
| 2025-09-22 |
2025-09-29 |
$265.78
|
$274.27 |
-24.37
|
FLAT
|
0.00 |
$0.00
|
$186.86
|
| 2025-09-23 |
2025-09-30 |
$266.78
|
$277.21 |
-20.71
|
FLAT
|
0.00 |
$0.00
|
$186.86
|
| 2025-09-24 |
2025-10-01 |
$270.48
|
$272.35 |
-6.10
|
FLAT
|
0.00 |
$0.00
|
$186.86
|
| 2025-09-25 |
2025-10-02 |
$272.72
|
$269.90 |
0.44
|
INITIAL BUY
|
3.76 |
$0.00
|
$186.86
|
| 2025-09-26 |
2025-10-03 |
$268.70
|
$272.05 |
2.92
|
SCALE-IN
|
5.64 |
$0.00
|
$186.86
|
| 2025-09-29 |
2025-10-06 |
$270.60
|
$266.14 |
3.82
|
SELL
|
0.00 |
$24.62
|
$211.48
|
| 2025-09-30 |
2025-10-07 |
$271.47
|
$270.59 |
0.99
|
FLAT
|
0.00 |
$0.00
|
$211.48
|
| 2025-10-01 |
2025-10-08 |
$270.95
|
$270.92 |
-1.77
|
INITIAL BUY
|
3.72 |
$0.00
|
$211.48
|
| 2025-10-02 |
2025-10-09 |
$270.89
|
$268.40 |
2.19
|
SELL
|
0.00 |
$7.07
|
$218.55
|
| 2025-10-03 |
2025-10-10 |
$268.58
|
$271.68 |
-2.02
|
FLAT
|
0.00 |
$0.00
|
$218.55
|
| 2025-10-06 |
2025-10-13 |
$262.71
|
$268.05 |
-8.76
|
FLAT
|
0.00 |
$0.00
|
$218.55
|
| 2025-10-07 |
2025-10-14 |
$257.08
|
$266.03 |
-13.87
|
FLAT
|
0.00 |
$0.00
|
$218.55
|
| 2025-10-08 |
2025-10-15 |
$260.86
|
$260.11 |
-10.03
|
FLAT
|
0.00 |
$0.00
|
$218.55
|
| 2025-10-09 |
2025-10-16 |
$262.00
|
$259.05 |
-6.58
|
FLAT
|
0.00 |
$0.00
|
$218.55
|
| 2025-10-10 |
2025-10-17 |
$257.41
|
$253.18 |
-5.30
|
FLAT
|
0.00 |
$0.00
|
$218.55
|
| 2025-10-13 |
2025-10-20 |
$253.18
|
$256.15 |
-3.90
|
FLAT
|
0.00 |
$0.00
|
$218.55
|
| 2025-10-14 |
2025-10-21 |
$253.20
|
$261.27 |
-7.66
|
FLAT
|
0.00 |
$0.00
|
$218.55
|
| 2025-10-15 |
2025-10-22 |
$254.21
|
$254.68 |
-7.79
|
FLAT
|
0.00 |
$0.00
|
$218.55
|
| 2025-10-16 |
2025-10-23 |
$254.71
|
$259.65 |
-2.70
|
INITIAL BUY
|
3.95 |
$0.00
|
$218.55
|
| 2025-10-22 |
2025-10-23 |
$254.93
|
$255.52 |
--
|
SELL
|
0.00 |
$0.00
|
$-1316.00
|
| 2025-10-23 |
2025-10-26 |
--
|
$256.31 |
--
|
FLAT
|
0.00 |
$0.00
|
--
|
| 2025-10-24 |
2025-10-27 |
$255.76
|
$256.03 |
--
|
FLAT
|
0.00 |
$0.00
|
--
|
| 2025-10-27 |
2025-10-30 |
--
|
$254.73 |
--
|
FLAT
|
0.00 |
$0.00
|
--
|
| 2025-10-25 |
2025-10-28 |
--
|
$254.04 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-10-26 |
2025-10-29 |
--
|
$251.14 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-10-28 |
2025-10-31 |
--
|
$250.22 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-10-29 |
2025-11-01 |
--
|
$244.79 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-10-30 |
2025-11-02 |
--
|
$241.15 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-10-31 |
2025-11-03 |
--
|
$226.73 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-11-01 |
2025-11-04 |
--
|
$221.95 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-11-02 |
2025-11-05 |
--
|
$214.42 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-11-03 |
2025-11-06 |
--
|
$205.51 |
--
|
FLAT
|
0.00 |
--
|
--
|