The Williams Companies, Inc. (WMB)
Model Evaluation — last 100 days for The Williams Companies, Inc. (WMB)
MAPE: 0.98%
MAE: 0.59
Direction hit: 86.6%
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 |
$58.75
|
$58.62 |
-0.60
|
INITIAL BUY
|
17.34 |
$0.00
|
$0.00
|
| 2025-07-22 |
2025-07-29 |
$57.82
|
$58.34 |
0.14
|
SCALE-IN
|
26.05 |
$0.00
|
$0.00
|
| 2025-07-23 |
2025-07-30 |
$57.51
|
$56.98 |
0.15
|
SELL
|
0.00 |
$3.57
|
$3.57
|
| 2025-07-24 |
2025-07-31 |
$58.89
|
$58.19 |
1.18
|
FLAT
|
0.00 |
$0.00
|
$3.57
|
| 2025-07-25 |
2025-08-01 |
$59.24
|
$59.21 |
0.49
|
INITIAL BUY
|
17.30 |
$0.00
|
$3.57
|
| 2025-07-28 |
2025-08-04 |
$59.95
|
$58.90 |
2.13
|
SCALE-IN
|
25.99 |
$0.00
|
$3.57
|
| 2025-07-29 |
2025-08-05 |
$60.27
|
$60.80 |
2.76
|
SCALE-IN
|
34.48 |
$0.00
|
$3.57
|
| 2025-07-30 |
2025-08-06 |
$60.26
|
$60.75 |
1.37
|
SCALE-IN
|
42.92 |
$0.00
|
$3.57
|
| 2025-07-31 |
2025-08-07 |
$59.00
|
$58.50 |
-0.24
|
SELL
|
0.00 |
$73.04
|
$76.62
|
| 2025-08-01 |
2025-08-08 |
$58.64
|
$58.73 |
-1.31
|
FLAT
|
0.00 |
$0.00
|
$76.62
|
| 2025-08-04 |
2025-08-11 |
$57.89
|
$59.64 |
-2.38
|
FLAT
|
0.00 |
$0.00
|
$76.62
|
| 2025-08-05 |
2025-08-12 |
$57.89
|
$56.99 |
-2.37
|
FLAT
|
0.00 |
$0.00
|
$76.62
|
| 2025-08-06 |
2025-08-13 |
$58.06
|
$57.89 |
-0.94
|
FLAT
|
0.00 |
$0.00
|
$76.62
|
| 2025-08-07 |
2025-08-14 |
$57.76
|
$57.28 |
-0.88
|
FLAT
|
0.00 |
$0.00
|
$76.62
|
| 2025-08-08 |
2025-08-15 |
$57.86
|
$56.78 |
-0.03
|
FLAT
|
0.00 |
$0.00
|
$76.62
|
| 2025-08-11 |
2025-08-18 |
$57.34
|
$57.65 |
-0.55
|
FLAT
|
0.00 |
$0.00
|
$76.62
|
| 2025-08-12 |
2025-08-19 |
$57.46
|
$57.42 |
-0.60
|
FLAT
|
0.00 |
$0.00
|
$76.62
|
| 2025-08-13 |
2025-08-20 |
$56.52
|
$57.37 |
-1.24
|
FLAT
|
0.00 |
$0.00
|
$76.62
|
| 2025-08-14 |
2025-08-21 |
$56.57
|
$56.69 |
-1.29
|
FLAT
|
0.00 |
$0.00
|
$76.62
|
| 2025-08-15 |
2025-08-22 |
$57.22
|
$56.51 |
-0.12
|
FLAT
|
0.00 |
$0.00
|
$76.62
|
| 2025-08-18 |
2025-08-25 |
$57.80
|
$58.31 |
0.34
|
INITIAL BUY
|
17.69 |
$0.00
|
$76.62
|
| 2025-08-19 |
2025-08-26 |
$57.07
|
$58.51 |
0.55
|
SCALE-IN
|
26.53 |
$0.00
|
$76.62
|
| 2025-08-20 |
2025-08-27 |
$56.83
|
$56.85 |
0.26
|
SELL
|
0.00 |
$18.13
|
$94.75
|
| 2025-08-21 |
2025-08-28 |
$57.13
|
$57.04 |
-0.09
|
FLAT
|
0.00 |
$0.00
|
$94.75
|
| 2025-08-22 |
2025-08-29 |
$57.49
|
$58.08 |
-0.31
|
INITIAL BUY
|
17.52 |
$0.00
|
$94.75
|
| 2025-08-25 |
2025-09-01 |
$58.00
|
$58.03 |
0.93
|
SCALE-IN
|
26.32 |
$0.00
|
$94.75
|
| 2025-08-26 |
2025-09-02 |
$57.88
|
$58.51 |
1.05
|
SCALE-IN
|
35.07 |
$0.00
|
$94.75
|
| 2025-08-27 |
2025-09-03 |
$57.38
|
$56.90 |
0.25
|
SELL
|
0.00 |
$16.32
|
$111.06
|
| 2025-08-28 |
2025-09-04 |
$57.73
|
$57.53 |
0.24
|
FLAT
|
0.00 |
$0.00
|
$111.06
|
| 2025-08-29 |
2025-09-05 |
$57.58
|
$57.63 |
-0.42
|
FLAT
|
0.00 |
$0.00
|
$111.06
|
| 2025-09-02 |
2025-09-09 |
$57.20
|
$57.12 |
-0.68
|
FLAT
|
0.00 |
$0.00
|
$111.06
|
| 2025-09-03 |
2025-09-10 |
$56.85
|
$57.08 |
-0.53
|
FLAT
|
0.00 |
$0.00
|
$111.06
|
| 2025-09-04 |
2025-09-11 |
$57.57
|
$56.73 |
-0.16
|
FLAT
|
0.00 |
$0.00
|
$111.06
|
| 2025-09-05 |
2025-09-12 |
$58.76
|
$58.50 |
1.18
|
INITIAL BUY
|
17.48 |
$0.00
|
$111.06
|
| 2025-09-08 |
2025-09-15 |
$59.33
|
$58.42 |
2.13
|
SCALE-IN
|
26.28 |
$0.00
|
$111.06
|
| 2025-09-09 |
2025-09-16 |
$58.81
|
$59.80 |
1.96
|
SCALE-IN
|
34.96 |
$0.00
|
$111.06
|
| 2025-09-10 |
2025-09-17 |
$58.40
|
$58.29 |
0.83
|
SELL
|
0.00 |
$54.41
|
$165.47
|
| 2025-09-11 |
2025-09-18 |
$57.95
|
$57.73 |
-0.81
|
FLAT
|
0.00 |
$0.00
|
$165.47
|
| 2025-09-12 |
2025-09-19 |
$59.02
|
$58.05 |
-0.31
|
FLAT
|
0.00 |
$0.00
|
$165.47
|
| 2025-09-15 |
2025-09-22 |
$60.38
|
$60.41 |
1.57
|
INITIAL BUY
|
17.12 |
$0.00
|
$165.47
|
| 2025-09-16 |
2025-09-23 |
$60.11
|
$60.25 |
1.71
|
SCALE-IN
|
25.75 |
$0.00
|
$165.47
|
| 2025-09-17 |
2025-09-24 |
$60.16
|
$60.59 |
2.21
|
SCALE-IN
|
34.22 |
$0.00
|
$165.47
|
| 2025-09-18 |
2025-09-25 |
$61.39
|
$61.56 |
2.37
|
SCALE-IN
|
42.50 |
$0.00
|
$165.47
|
| 2025-09-19 |
2025-09-26 |
$62.86
|
$60.76 |
2.48
|
SCALE-IN
|
50.82 |
$0.00
|
$165.47
|
| 2025-09-22 |
2025-09-29 |
$63.31
|
$61.44 |
3.20
|
SCALE-IN
|
59.13 |
$0.00
|
$165.47
|
| 2025-09-23 |
2025-09-30 |
$64.01
|
$62.72 |
3.85
|
SCALE-IN
|
67.28 |
$0.00
|
$165.47
|
| 2025-09-24 |
2025-10-01 |
$63.97
|
$65.03 |
2.58
|
SCALE-IN
|
75.23 |
$0.00
|
$165.47
|
| 2025-09-25 |
2025-10-02 |
$63.35
|
$60.76 |
0.49
|
SELL
|
0.00 |
$262.94
|
$428.41
|
| 2025-09-26 |
2025-10-03 |
$63.69
|
$62.55 |
0.38
|
FLAT
|
0.00 |
$0.00
|
$428.41
|
| 2025-09-29 |
2025-10-06 |
$64.06
|
$63.27 |
0.05
|
FLAT
|
0.00 |
$0.00
|
$428.41
|
| 2025-09-30 |
2025-10-07 |
$64.48
|
$64.72 |
0.51
|
INITIAL BUY
|
15.79 |
$0.00
|
$428.41
|
| 2025-10-01 |
2025-10-08 |
$63.58
|
$63.24 |
0.23
|
SELL
|
0.00 |
$5.37
|
$433.78
|
| 2025-10-02 |
2025-10-09 |
$63.97
|
$62.76 |
0.28
|
FLAT
|
0.00 |
$0.00
|
$433.78
|
| 2025-10-03 |
2025-10-10 |
$63.50
|
$63.94 |
-0.56
|
FLAT
|
0.00 |
$0.00
|
$433.78
|
| 2025-10-06 |
2025-10-13 |
$63.10
|
$62.77 |
-1.38
|
FLAT
|
0.00 |
$0.00
|
$433.78
|
| 2025-10-07 |
2025-10-14 |
$62.61
|
$63.69 |
-0.97
|
FLAT
|
0.00 |
$0.00
|
$433.78
|
| 2025-10-08 |
2025-10-15 |
$62.68
|
$63.17 |
-1.29
|
FLAT
|
0.00 |
$0.00
|
$433.78
|
| 2025-10-09 |
2025-10-16 |
$62.36
|
$62.49 |
-1.14
|
FLAT
|
0.00 |
$0.00
|
$433.78
|
| 2025-10-10 |
2025-10-17 |
$63.78
|
$64.02 |
0.68
|
INITIAL BUY
|
15.97 |
$0.00
|
$433.78
|
| 2025-10-13 |
2025-10-20 |
$62.53
|
$62.06 |
-0.08
|
SELL
|
0.00 |
$1.12
|
$434.90
|
| 2025-10-14 |
2025-10-21 |
$62.46
|
$62.27 |
-0.22
|
FLAT
|
0.00 |
$0.00
|
$434.90
|
| 2025-10-15 |
2025-10-22 |
$63.06
|
$63.45 |
0.70
|
FLAT
|
0.00 |
$0.00
|
$434.90
|
| 2025-10-16 |
2025-10-23 |
$62.34
|
$61.89 |
-1.44
|
FLAT
|
0.00 |
$0.00
|
$434.90
|
| 2025-10-22 |
2025-10-23 |
$58.93
|
$57.66 |
--
|
FLAT
|
0.00 |
$0.00
|
$-1832.33
|
| 2025-10-23 |
2025-10-26 |
--
|
$59.08 |
--
|
FLAT
|
0.00 |
$0.00
|
--
|
| 2025-10-24 |
2025-10-27 |
$57.67
|
$57.69 |
--
|
FLAT
|
0.00 |
$0.00
|
--
|
| 2025-10-27 |
2025-10-30 |
--
|
$57.61 |
--
|
FLAT
|
0.00 |
$0.00
|
--
|
| 2025-10-25 |
2025-10-28 |
--
|
$60.00 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-10-26 |
2025-10-29 |
--
|
$61.27 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-10-28 |
2025-10-31 |
--
|
$62.53 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-10-29 |
2025-11-01 |
--
|
$62.64 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-10-30 |
2025-11-02 |
--
|
$62.40 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-10-31 |
2025-11-03 |
--
|
$61.35 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-11-01 |
2025-11-04 |
--
|
$60.74 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-11-02 |
2025-11-05 |
--
|
$59.39 |
--
|
FLAT
|
0.00 |
--
|
--
|
| 2025-11-03 |
2025-11-06 |
--
|
$58.42 |
--
|
FLAT
|
0.00 |
--
|
--
|