Fortinet Inc. vs Logitech International S.A.
Why these are rivals: #2 and #3 by market value ($126B vs $15B) in Nasdaq's "Computer peripheral equipment" industry; SEC SIC 3577 / 3577 (same major group); #2 and #3 by market value ($126B vs $15B) with SEC SIC 3577 (Computer Peripheral Equipment, NEC).
Rivals, but right now the price gap does not have a measured habit of closing, so there is no paper idea, whatever the gap.
- Co-movement: daily return correlation, 252 sessions: 0.24 (needs >= 0.60)
- Mean reversion: ADF t-statistic of the spread: -0.64 (needs <= -2.873 (5% critical value))
- Speed: half-life of the spread, sessions: 170.92 (needs <= 63)
FTNT is the larger business
Annual revenue reported to the SEC. Scale, not market share.
| Year | FTNT | LOGI | Larger |
|---|---|---|---|
| 2025 | $6.8B | $4.8B | FTNT |
| 2024 | $6.0B | $4.6B | FTNT |
| 2023 | $5.3B | $4.3B | FTNT |
| 2022 | $4.4B | $4.5B | LOGI |
| 2021 | $3.3B | $5.5B | LOGI |
| 2020 | $2.6B | $5.3B | LOGI |
Revenue lead switched: 2023 to FTNT. Market value: FTNT $125.8B, LOGI $15.4B.
FTNT is ahead now
Measured against the pair's own last 252 trading days.
FTNT leads LOGI by 1.07 standard deviations: +42.2% over its usual price ratio. 1 lead switch in the last year.
| Price change | 3 mo | 6 mo | 12 mo |
|---|---|---|---|
| FTNT | +13.5% | +109.0% | +104.0% |
| LOGI | +6.4% | +18.4% | +1.9% |
Not a measured twin today
Only these tests can make a pair tradable on paper.
- Pass
- Aligned sessions: 2521 (needs >= 254)
- Fail
- Co-movement: daily return correlation, 252 sessions: 0.24 (needs >= 0.60)
- Fail
- Mean reversion: ADF t-statistic of the spread: -0.64 (needs <= -2.873 (5% critical value))
- Fail
- Speed: half-life of the spread, sessions: 170.92 (needs <= 63)
- Data
- Both stocks current
Prices side by side, and the gap between them
Data table (504 sessions)
| Date | FTNT index | LOGI index | z | Ahead |
|---|---|---|---|---|
| 2026-10-22 | 213.37 | 126.95 | +1.07 | FTNT ahead |
| 2026-10-21 | 214.69 | 124.50 | +1.16 | FTNT ahead |
| 2026-10-20 | 210.84 | 123.30 | +1.14 | FTNT ahead |
| 2026-10-19 | 211.55 | 121.12 | +1.22 | FTNT ahead |
| 2026-10-16 | 208.62 | 117.80 | +1.27 | FTNT ahead |
| 2026-10-15 | 224.39 | 118.65 | +1.49 | FTNT ahead |
| 2026-10-14 | 227.03 | 114.14 | +1.66 | FTNT ahead |
| 2026-10-13 | 235.30 | 115.95 | +1.74 | FTNT ahead |
| 2026-10-12 | 237.99 | 110.94 | +1.93 | FTNT ahead |
| 2026-10-09 | 240.22 | 110.88 | +1.99 | FTNT ahead |
| 2026-10-08 | 233.26 | 114.52 | +1.81 | FTNT ahead |
| 2026-10-07 | 233.48 | 115.29 | +1.81 | FTNT ahead |
| 2026-10-06 | 235.93 | 115.55 | +1.86 | FTNT ahead |
| 2026-10-05 | 227.12 | 114.39 | +1.79 | FTNT ahead |
| 2026-10-02 | 223.20 | 117.70 | +1.66 | FTNT ahead |
| 2026-10-01 | 220.45 | 116.57 | +1.67 | FTNT ahead |
| 2026-09-30 | 220.50 | 113.95 | +1.76 | FTNT ahead |
| 2026-09-29 | 217.05 | 113.58 | +1.74 | FTNT ahead |
| 2026-09-28 | 217.50 | 113.20 | +1.77 | FTNT ahead |
| 2026-09-25 | 213.96 | 114.06 | +1.71 | FTNT ahead |
| 2026-09-24 | 220.39 | 112.33 | +1.88 | FTNT ahead |
| 2026-09-23 | 220.48 | 118.08 | +1.73 | FTNT ahead |
| 2026-09-22 | 214.95 | 119.40 | +1.63 | FTNT ahead |
| 2026-09-21 | 216.15 | 118.61 | +1.69 | FTNT ahead |
| 2026-09-18 | 209.50 | 114.18 | +1.73 | FTNT ahead |
| 2026-09-17 | 212.88 | 115.69 | +1.75 | FTNT ahead |
| 2026-09-16 | 211.88 | 112.30 | +1.86 | FTNT ahead |
| 2026-09-15 | 212.62 | 114.11 | +1.83 | FTNT ahead |
| 2026-09-14 | 209.92 | 113.23 | +1.84 | FTNT ahead |
| 2026-09-11 | 192.51 | 115.87 | +1.48 | FTNT ahead |
| 2026-09-10 | 195.94 | 112.57 | +1.65 | FTNT ahead |
| 2026-09-09 | 193.93 | 111.35 | +1.67 | FTNT ahead |
| 2026-09-08 | 194.24 | 111.15 | +1.70 | FTNT ahead |
| 2026-09-04 | 192.78 | 115.14 | +1.57 | FTNT ahead |
| 2026-09-03 | 192.87 | 114.76 | +1.60 | FTNT ahead |
| 2026-09-02 | 190.63 | 111.86 | +1.66 | FTNT ahead |
| 2026-09-01 | 199.64 | 110.65 | +1.88 | FTNT ahead |
| 2026-08-31 | 210.84 | 111.35 | +2.07 | FTNT ahead |
| 2026-08-28 | 204.76 | 110.53 | +2.02 | FTNT ahead |
| 2026-08-27 | 213.12 | 110.59 | +2.19 | FTNT ahead |
| 2026-08-26 | 194.33 | 113.04 | +1.80 | FTNT ahead |
| 2026-08-25 | 189.54 | 111.31 | +1.79 | FTNT ahead |
| 2026-08-24 | 187.48 | 109.68 | +1.82 | FTNT ahead |
| 2026-08-21 | 189.35 | 108.35 | +1.93 | FTNT ahead |
| 2026-08-20 | 186.00 | 107.57 | +1.91 | FTNT ahead |
| 2026-08-19 | 188.54 | 113.36 | +1.79 | FTNT ahead |
| 2026-08-18 | 194.91 | 110.92 | +2.01 | FTNT ahead |
| 2026-08-17 | 192.24 | 114.09 | +1.88 | FTNT ahead |
| 2026-08-14 | 197.37 | 116.32 | +1.93 | FTNT ahead |
| 2026-08-13 | 204.07 | 117.94 | +2.03 | FTNT ahead |
| 2026-08-12 | 198.40 | 116.53 | +1.99 | FTNT ahead |
| 2026-08-11 | 199.69 | 116.96 | +2.03 | FTNT ahead |
| 2026-08-10 | 202.55 | 118.32 | +2.06 | FTNT ahead |
| 2026-08-07 | 196.92 | 119.97 | +1.92 | FTNT ahead |
| 2026-08-06 | 197.50 | 116.18 | +2.08 | FTNT ahead |
| 2026-08-05 | 202.45 | 119.26 | +2.10 | FTNT ahead |
| 2026-08-04 | 207.59 | 122.93 | +2.10 | FTNT ahead |
| 2026-08-03 | 201.32 | 118.59 | +2.14 | FTNT ahead |
| 2026-07-31 | 199.77 | 115.63 | +2.24 | FTNT ahead |
| 2026-07-30 | 190.27 | 114.60 | +2.09 | FTNT ahead |
| 2026-07-29 | 189.00 | 116.20 | +2.03 | FTNT ahead |
| 2026-07-28 | 185.00 | 125.98 | +1.62 | FTNT ahead |
| 2026-07-27 | 187.96 | 121.65 | +1.84 | FTNT ahead |
| 2026-07-24 | 187.95 | 119.35 | +1.94 | FTNT ahead |
| 2026-07-23 | 186.92 | 116.10 | +2.05 | FTNT ahead |
| 2026-07-22 | 191.25 | 117.82 | +2.10 | FTNT ahead |
| 2026-07-21 | 195.02 | 116.11 | +2.27 | FTNT ahead |
| 2026-07-20 | 197.80 | 114.84 | +2.41 | FTNT ahead |
| 2026-07-17 | 199.35 | 116.02 | +2.43 | FTNT ahead |
| 2026-07-16 | 198.32 | 113.16 | +2.55 | FTNT ahead |
| 2026-07-15 | 202.92 | 112.73 | +2.71 | FTNT ahead |
| 2026-07-14 | 205.79 | 113.49 | +2.79 | FTNT ahead |
| 2026-07-13 | 198.13 | 115.33 | +2.59 | FTNT ahead |
| 2026-07-10 | 194.29 | 115.03 | +2.54 | FTNT ahead |
| 2026-07-09 | 201.96 | 114.71 | +2.77 | FTNT ahead |
| 2026-07-08 | 193.30 | 110.41 | +2.79 | FTNT ahead |
| 2026-07-07 | 195.72 | 109.57 | +2.93 | FTNT ahead |
| 2026-07-06 | 200.26 | 109.93 | +3.08 | FTNT ahead |
| 2026-07-02 | 192.73 | 106.06 | +3.13 | FTNT ahead |
| 2026-07-01 | 196.10 | 106.78 | +3.24 | FTNT ahead |
| 2026-06-30 | 189.49 | 106.10 | +3.16 | FTNT ahead |
| 2026-06-29 | 191.71 | 111.28 | +3.02 | FTNT ahead |
| 2026-06-26 | 186.69 | 109.86 | +2.99 | FTNT ahead |
| 2026-06-25 | 184.94 | 113.79 | +2.79 | FTNT ahead |
| 2026-06-24 | 179.20 | 115.50 | +2.57 | FTNT ahead |
| 2026-06-23 | 182.56 | 117.78 | +2.58 | FTNT ahead |
| 2026-06-22 | 179.34 | 120.53 | +2.38 | FTNT ahead |
| 2026-06-18 | 178.52 | 121.45 | +2.33 | FTNT ahead |
| 2026-06-17 | 177.80 | 119.53 | +2.41 | FTNT ahead |
| 2026-06-16 | 181.35 | 123.24 | +2.37 | FTNT ahead |
| 2026-06-15 | 184.40 | 125.13 | +2.39 | FTNT ahead |
| 2026-06-12 | 180.46 | 125.03 | +2.29 | FTNT ahead |
| 2026-06-11 | 178.93 | 123.99 | +2.31 | FTNT ahead |
| 2026-06-10 | 171.31 | 123.13 | +2.11 | FTNT ahead |
| 2026-06-09 | 170.70 | 127.54 | +1.89 | FTNT ahead |
| 2026-06-08 | 176.44 | 127.93 | +2.06 | FTNT ahead |
| 2026-06-05 | 178.46 | 127.42 | +2.15 | FTNT ahead |
| 2026-06-04 | 184.62 | 133.92 | +2.07 | FTNT ahead |
| 2026-06-03 | 180.68 | 134.35 | +1.92 | FTNT ahead |
| 2026-06-02 | 183.62 | 142.94 | +1.66 | FTNT ahead |
| 2026-06-01 | 181.50 | 142.92 | +1.59 | FTNT ahead |
| 2026-05-29 | 170.19 | 137.50 | +1.44 | FTNT ahead |
| 2026-05-28 | 159.99 | 126.10 | +1.57 | FTNT ahead |
| 2026-05-27 | 157.80 | 124.01 | +1.59 | FTNT ahead |
| 2026-05-26 | 165.24 | 125.65 | +1.77 | FTNT ahead |
| 2026-05-22 | 165.20 | 127.08 | +1.71 | FTNT ahead |
| 2026-05-21 | 159.69 | 119.37 | +1.87 | FTNT ahead |
| 2026-05-20 | 160.36 | 117.09 | +2.00 | FTNT ahead |
| 2026-05-19 | 157.44 | 116.96 | +1.91 | FTNT ahead |
| 2026-05-18 | 156.04 | 118.71 | +1.78 | FTNT ahead |
| 2026-05-15 | 151.45 | 116.20 | +1.73 | FTNT ahead |
| 2026-05-14 | 150.31 | 113.90 | +1.80 | FTNT ahead |
| 2026-05-13 | 145.17 | 117.33 | +1.43 | FTNT ahead |
| 2026-05-12 | 140.46 | 116.85 | +1.26 | FTNT ahead |
| 2026-05-11 | 142.40 | 120.60 | +1.16 | FTNT ahead |
| 2026-05-08 | 140.71 | 123.42 | +0.94 | FTNT ahead |
| 2026-05-07 | 133.18 | 116.45 | +0.94 | FTNT ahead |
| 2026-05-06 | 110.95 | 116.69 | -0.08 | near the usual relationship |
| 2026-05-05 | 110.92 | 118.94 | -0.19 | near the usual relationship |
| 2026-05-04 | 110.08 | 114.52 | -0.04 | near the usual relationship |
| 2026-05-01 | 106.44 | 112.25 | -0.12 | near the usual relationship |
| 2026-04-30 | 104.00 | 112.02 | -0.24 | near the usual relationship |
| 2026-04-29 | 106.22 | 110.23 | -0.05 | near the usual relationship |
| 2026-04-28 | 105.74 | 109.04 | -0.03 | near the usual relationship |
| 2026-04-27 | 105.67 | 107.35 | +0.04 | near the usual relationship |
| 2026-04-24 | 104.03 | 107.63 | -0.06 | near the usual relationship |
| 2026-04-23 | 102.08 | 107.19 | -0.14 | near the usual relationship |
| 2026-04-22 | 107.43 | 110.58 | -0.05 | near the usual relationship |
| 2026-04-21 | 105.17 | 110.76 | -0.17 | near the usual relationship |
| 2026-04-20 | 101.89 | 112.84 | -0.42 | near the usual relationship |
| 2026-04-17 | 100.95 | 114.06 | -0.53 | LOGI ahead |
| 2026-04-16 | 101.64 | 111.75 | -0.40 | near the usual relationship |
| 2026-04-15 | 98.24 | 110.24 | -0.51 | LOGI ahead |
| 2026-04-14 | 97.08 | 108.27 | -0.48 | near the usual relationship |
| 2026-04-13 | 97.13 | 106.54 | -0.41 | near the usual relationship |
| 2026-04-10 | 94.61 | 102.97 | -0.38 | near the usual relationship |
| 2026-04-09 | 99.49 | 102.74 | -0.14 | near the usual relationship |
| 2026-04-08 | 103.01 | 106.95 | -0.17 | near the usual relationship |
| 2026-04-07 | 103.27 | 104.72 | -0.07 | near the usual relationship |
| 2026-04-06 | 101.50 | 104.34 | -0.13 | near the usual relationship |
| 2026-04-02 | 101.80 | 103.78 | -0.10 | near the usual relationship |
| 2026-04-01 | 100.10 | 103.49 | -0.17 | near the usual relationship |
| 2026-03-31 | 100.80 | 102.81 | -0.11 | near the usual relationship |
| 2026-03-30 | 97.51 | 101.56 | -0.21 | near the usual relationship |
| 2026-03-27 | 96.46 | 101.59 | -0.27 | near the usual relationship |
| 2026-03-26 | 99.95 | 104.46 | -0.23 | near the usual relationship |
| 2026-03-25 | 97.31 | 105.96 | -0.43 | near the usual relationship |
| 2026-03-24 | 97.87 | 103.61 | -0.30 | near the usual relationship |
| 2026-03-23 | 102.10 | 102.56 | -0.06 | near the usual relationship |
| 2026-03-20 | 100.41 | 99.20 | +0.01 | near the usual relationship |
| 2026-03-19 | 102.53 | 103.49 | -0.09 | near the usual relationship |
| 2026-03-18 | 102.86 | 101.70 | +0.00 | near the usual relationship |
| 2026-03-17 | 102.58 | 104.47 | -0.14 | near the usual relationship |
| 2026-03-16 | 104.22 | 106.83 | -0.17 | near the usual relationship |
| 2026-03-13 | 102.92 | 104.65 | -0.14 | near the usual relationship |
| 2026-03-12 | 104.11 | 104.85 | -0.10 | near the usual relationship |
| 2026-03-11 | 102.97 | 104.15 | -0.12 | near the usual relationship |
| 2026-03-10 | 103.86 | 102.61 | -0.01 | near the usual relationship |
| 2026-03-09 | 103.38 | 104.25 | -0.11 | near the usual relationship |
| 2026-03-06 | 103.21 | 104.01 | -0.11 | near the usual relationship |
| 2026-03-05 | 104.13 | 101.53 | +0.04 | near the usual relationship |
| 2026-03-04 | 102.12 | 103.81 | -0.15 | near the usual relationship |
| 2026-03-03 | 100.04 | 103.35 | -0.23 | near the usual relationship |
| 2026-03-02 | 97.67 | 102.78 | -0.32 | near the usual relationship |
| 2026-02-27 | 97.48 | 103.75 | -0.37 | near the usual relationship |
| 2026-02-26 | 97.69 | 104.60 | -0.40 | near the usual relationship |
| 2026-02-25 | 95.41 | 101.65 | -0.38 | near the usual relationship |
| 2026-02-24 | 92.80 | 103.08 | -0.58 | LOGI ahead |
| 2026-02-23 | 93.25 | 100.85 | -0.46 | near the usual relationship |
| 2026-02-20 | 98.68 | 101.59 | -0.24 | near the usual relationship |
| 2026-02-19 | 100.74 | 100.83 | -0.12 | near the usual relationship |
| 2026-02-18 | 99.53 | 100.35 | -0.15 | near the usual relationship |
| 2026-02-17 | 100.76 | 101.48 | -0.15 | near the usual relationship |
| 2026-02-13 | 105.54 | 100.88 | +0.08 | near the usual relationship |
| 2026-02-12 | 103.93 | 98.18 | +0.13 | near the usual relationship |
| 2026-02-11 | 108.33 | 105.29 | +0.00 | near the usual relationship |
| 2026-02-10 | 105.50 | 104.25 | -0.08 | near the usual relationship |
| 2026-02-09 | 105.99 | 103.46 | -0.02 | near the usual relationship |
| 2026-02-06 | 102.08 | 103.18 | -0.18 | near the usual relationship |
| 2026-02-05 | 97.36 | 100.32 | -0.27 | near the usual relationship |
| 2026-02-04 | 100.06 | 103.01 | -0.27 | near the usual relationship |
| 2026-02-03 | 97.82 | 98.76 | -0.18 | near the usual relationship |
| 2026-02-02 | 100.27 | 98.92 | -0.08 | near the usual relationship |
| 2026-01-30 | 100.23 | 96.85 | +0.01 | near the usual relationship |
| 2026-01-29 | 100.54 | 99.83 | -0.12 | near the usual relationship |
| 2026-01-28 | 101.25 | 97.75 | +0.01 | near the usual relationship |
| 2026-01-27 | 100.79 | 105.77 | -0.37 | near the usual relationship |
| 2026-01-26 | 102.47 | 106.24 | -0.32 | near the usual relationship |
| 2026-01-23 | 100.70 | 105.43 | -0.36 | near the usual relationship |
| 2026-01-22 | 95.74 | 103.59 | -0.52 | LOGI ahead |
| 2026-01-21 | 93.44 | 103.67 | -0.63 | LOGI ahead |
| 2026-01-20 | 93.08 | 102.89 | -0.62 | LOGI ahead |
| 2026-01-16 | 92.98 | 107.73 | -0.84 | LOGI ahead |
| 2026-01-15 | 94.14 | 108.99 | -0.84 | LOGI ahead |
| 2026-01-14 | 94.23 | 109.15 | -0.85 | LOGI ahead |
| 2026-01-13 | 96.62 | 109.21 | -0.74 | LOGI ahead |
| 2026-01-12 | 97.03 | 110.06 | -0.77 | LOGI ahead |
| 2026-01-09 | 97.72 | 107.30 | -0.63 | LOGI ahead |
| 2026-01-08 | 96.27 | 108.74 | -0.76 | LOGI ahead |
| 2026-01-07 | 98.70 | 112.49 | -0.80 | LOGI ahead |
| 2026-01-06 | 96.76 | 110.78 | -0.83 | LOGI ahead |
| 2026-01-05 | 96.14 | 112.28 | -0.93 | LOGI ahead |
| 2026-01-02 | 96.07 | 113.14 | -0.97 | LOGI ahead |
| 2025-12-31 | 97.95 | 113.08 | -0.89 | LOGI ahead |
| 2025-12-30 | 99.06 | 115.63 | -0.95 | LOGI ahead |
| 2025-12-29 | 99.69 | 116.10 | -0.94 | LOGI ahead |
| 2025-12-26 | 100.60 | 118.76 | -1.01 | LOGI ahead |
| 2025-12-24 | 100.14 | 118.44 | -1.03 | LOGI ahead |
| 2025-12-23 | 99.49 | 117.52 | -1.03 | LOGI ahead |
| 2025-12-22 | 100.83 | 116.65 | -0.95 | LOGI ahead |
| 2025-12-19 | 98.98 | 117.66 | -1.08 | LOGI ahead |
| 2025-12-18 | 98.37 | 117.52 | -1.11 | LOGI ahead |
| 2025-12-17 | 97.92 | 120.21 | -1.24 | LOGI ahead |
| 2025-12-16 | 101.73 | 126.68 | -1.32 | LOGI ahead |
| 2025-12-15 | 100.56 | 126.29 | -1.37 | LOGI ahead |
| 2025-12-12 | 101.42 | 127.24 | -1.37 | LOGI ahead |
| 2025-12-11 | 101.73 | 135.88 | -1.68 | LOGI ahead |
| 2025-12-10 | 100.65 | 136.13 | -1.75 | LOGI ahead |
| 2025-12-09 | 103.00 | 134.07 | -1.59 | LOGI ahead |
| 2025-12-08 | 103.03 | 134.40 | -1.62 | LOGI ahead |
| 2025-12-05 | 107.22 | 132.90 | -1.39 | LOGI ahead |
| 2025-12-04 | 105.07 | 134.40 | -1.55 | LOGI ahead |
| 2025-12-03 | 102.08 | 133.27 | -1.66 | LOGI ahead |
| 2025-12-02 | 102.31 | 132.09 | -1.63 | LOGI ahead |
| 2025-12-01 | 100.93 | 127.41 | -1.54 | LOGI ahead |
| 2025-11-28 | 100.07 | 127.19 | -1.58 | LOGI ahead |
| 2025-11-26 | 99.36 | 124.74 | -1.54 | LOGI ahead |
| 2025-11-25 | 99.75 | 126.84 | -1.62 | LOGI ahead |
| 2025-11-24 | 98.40 | 126.48 | -1.69 | LOGI ahead |
| 2025-11-21 | 97.27 | 124.02 | -1.66 | LOGI ahead |
| 2025-11-20 | 96.26 | 120.32 | -1.58 | LOGI ahead |
| 2025-11-19 | 98.35 | 120.60 | -1.51 | LOGI ahead |
| 2025-11-18 | 98.87 | 126.07 | -1.71 | LOGI ahead |
| 2025-11-17 | 101.07 | 127.80 | -1.69 | LOGI ahead |
| 2025-11-14 | 101.53 | 133.16 | -1.89 | LOGI ahead |
| 2025-11-13 | 99.95 | 133.80 | -2.01 | LOGI ahead |
| 2025-11-12 | 101.32 | 136.67 | -2.08 | LOGI ahead |
| 2025-11-11 | 103.19 | 135.36 | -1.96 | LOGI ahead |
| 2025-11-10 | 101.49 | 137.68 | -2.16 | LOGI ahead |
| 2025-11-07 | 100.89 | 135.85 | -2.14 | LOGI ahead |
| 2025-11-06 | 99.35 | 134.80 | -2.21 | LOGI ahead |
| 2025-11-05 | 106.07 | 134.10 | -1.86 | LOGI ahead |
| 2025-11-04 | 105.12 | 132.44 | -1.86 | LOGI ahead |
| 2025-11-03 | 107.96 | 138.77 | -1.99 | LOGI ahead |
| 2025-10-31 | 106.61 | 136.03 | -1.97 | LOGI ahead |
| 2025-10-30 | 103.86 | 136.17 | -2.14 | LOGI ahead |
| 2025-10-29 | 103.89 | 130.70 | -1.94 | LOGI ahead |
| 2025-10-28 | 105.92 | 128.32 | -1.75 | LOGI ahead |
| 2025-10-27 | 105.21 | 128.39 | -1.81 | LOGI ahead |
| 2025-10-24 | 105.54 | 125.65 | -1.69 | LOGI ahead |
| 2025-10-23 | 104.76 | 126.03 | -1.76 | LOGI ahead |
| 2025-10-22 | 104.43 | 123.60 | -1.68 | LOGI ahead |
| 2025-10-21 | 104.58 | 124.62 | -1.73 | LOGI ahead |
| 2025-10-20 | 104.67 | 124.26 | -1.72 | LOGI ahead |
| 2025-10-17 | 102.92 | 123.71 | -1.80 | LOGI ahead |
| 2025-10-16 | 102.55 | 122.54 | -1.79 | LOGI ahead |
| 2025-10-15 | 103.10 | 122.45 | -1.77 | LOGI ahead |
| 2025-10-14 | 102.48 | 118.40 | -1.62 | LOGI ahead |
| 2025-10-13 | 103.86 | 117.65 | -1.52 | LOGI ahead |
| 2025-10-10 | 102.43 | 114.76 | -1.46 | LOGI ahead |
| 2025-10-09 | 106.32 | 123.31 | -1.67 | LOGI ahead |
| 2025-10-08 | 106.65 | 126.76 | -1.83 | LOGI ahead |
| 2025-10-07 | 104.75 | 127.12 | -1.96 | LOGI ahead |
| 2025-10-06 | 106.55 | 128.86 | -1.96 | LOGI ahead |
| 2025-10-03 | 105.82 | 127.46 | -1.95 | LOGI ahead |
| 2025-10-02 | 106.44 | 127.10 | -1.91 | LOGI ahead |
| 2025-10-01 | 105.07 | 123.92 | -1.84 | LOGI ahead |
| 2025-09-30 | 103.71 | 123.75 | -1.93 | LOGI ahead |
| 2025-09-29 | 104.42 | 121.76 | -1.80 | LOGI ahead |
| 2025-09-26 | 104.01 | 122.17 | -1.86 | LOGI ahead |
| 2025-09-25 | 102.64 | 122.43 | -1.96 | LOGI ahead |
| 2025-09-24 | 103.12 | 122.75 | -1.96 | LOGI ahead |
| 2025-09-23 | 105.18 | 125.63 | -2.00 | LOGI ahead |
| 2025-09-22 | 104.86 | 127.59 | -2.13 | LOGI ahead |
| 2025-09-19 | 103.87 | 126.06 | -2.13 | LOGI ahead |
| 2025-09-18 | 99.90 | 125.61 | -2.37 | LOGI ahead |
| 2025-09-17 | 99.04 | 126.18 | -2.48 | LOGI ahead |
| 2025-09-16 | 98.41 | 126.73 | -2.58 | LOGI ahead |
| 2025-09-15 | 99.91 | 123.96 | -2.37 | LOGI ahead |
| 2025-09-12 | 98.29 | 122.25 | -2.41 | LOGI ahead |
| 2025-09-11 | 99.78 | 122.59 | -2.35 | LOGI ahead |
| 2025-09-10 | 98.04 | 122.19 | -2.48 | LOGI ahead |
| 2025-09-09 | 98.48 | 121.62 | -2.44 | LOGI ahead |
| 2025-09-08 | 99.12 | 122.70 | -2.48 | LOGI ahead |
| 2025-09-05 | 97.24 | 121.01 | -2.55 | LOGI ahead |
| 2025-09-04 | 94.29 | 120.19 | -2.74 | LOGI ahead |
| 2025-09-03 | 94.46 | 117.83 | -2.62 | LOGI ahead |
| 2025-09-02 | 94.89 | 116.32 | -2.52 | LOGI ahead |
| 2025-08-29 | 97.16 | 116.82 | -2.40 | LOGI ahead |
| 2025-08-28 | 97.80 | 117.33 | -2.40 | LOGI ahead |
| 2025-08-27 | 96.37 | 116.29 | -2.45 | LOGI ahead |
| 2025-08-26 | 95.78 | 115.60 | -2.46 | LOGI ahead |
| 2025-08-25 | 95.77 | 114.71 | -2.42 | LOGI ahead |
| 2025-08-22 | 98.70 | 116.32 | -2.32 | LOGI ahead |
| 2025-08-21 | 95.90 | 112.46 | -2.29 | LOGI ahead |
| 2025-08-20 | 98.20 | 112.38 | -2.12 | LOGI ahead |
| 2025-08-19 | 96.32 | 112.30 | -2.26 | LOGI ahead |
| 2025-08-18 | 99.62 | 111.09 | -1.94 | LOGI ahead |
| 2025-08-15 | 97.58 | 110.30 | -2.04 | LOGI ahead |
| 2025-08-14 | 95.29 | 110.97 | -2.26 | LOGI ahead |
| 2025-08-13 | 97.85 | 111.71 | -2.12 | LOGI ahead |
| 2025-08-12 | 96.79 | 111.71 | -2.20 | LOGI ahead |
| 2025-08-11 | 91.98 | 108.80 | -2.39 | LOGI ahead |
| 2025-08-08 | 91.76 | 110.88 | -2.51 | LOGI ahead |
| 2025-08-07 | 92.88 | 109.18 | -2.27 | LOGI ahead |
| 2025-08-06 | 119.13 | 106.88 | -0.35 | near the usual relationship |
| 2025-08-05 | 118.68 | 107.50 | -0.39 | near the usual relationship |
| 2025-08-04 | 121.56 | 104.11 | +0.00 | near the usual relationship |
| 2025-08-01 | 120.09 | 101.17 | +0.12 | near the usual relationship |
| 2025-07-31 | 123.23 | 104.80 | +0.07 | near the usual relationship |
| 2025-07-30 | 125.46 | 102.64 | +0.32 | near the usual relationship |
| 2025-07-29 | 129.23 | 105.79 | +0.33 | near the usual relationship |
| 2025-07-28 | 129.37 | 106.65 | +0.29 | near the usual relationship |
| 2025-07-25 | 129.30 | 109.18 | +0.16 | near the usual relationship |
| 2025-07-24 | 129.23 | 108.00 | +0.23 | near the usual relationship |
| 2025-07-23 | 129.59 | 109.92 | +0.15 | near the usual relationship |
| 2025-07-22 | 129.28 | 108.07 | +0.24 | near the usual relationship |
| 2025-07-21 | 131.91 | 107.30 | +0.40 | near the usual relationship |
| 2025-07-18 | 130.04 | 107.99 | +0.29 | near the usual relationship |
| 2025-07-17 | 129.42 | 108.18 | +0.27 | near the usual relationship |
| 2025-07-16 | 127.59 | 107.97 | +0.21 | near the usual relationship |
| 2025-07-15 | 129.43 | 105.28 | +0.43 | near the usual relationship |
| 2025-07-14 | 127.01 | 105.56 | +0.32 | near the usual relationship |
| 2025-07-11 | 122.19 | 106.22 | +0.10 | near the usual relationship |
| 2025-07-10 | 123.60 | 107.13 | +0.12 | near the usual relationship |
| 2025-07-09 | 132.79 | 106.58 | +0.52 | FTNT ahead |
| 2025-07-08 | 132.65 | 104.25 | +0.63 | FTNT ahead |
| 2025-07-07 | 131.55 | 104.03 | +0.60 | FTNT ahead |
| 2025-07-03 | 130.33 | 104.58 | +0.53 | FTNT ahead |
| 2025-07-02 | 126.08 | 104.85 | +0.37 | near the usual relationship |
| 2025-07-01 | 126.35 | 102.62 | +0.49 | near the usual relationship |
| 2025-06-30 | 130.41 | 101.69 | +0.69 | FTNT ahead |
| 2025-06-27 | 127.19 | 101.73 | +0.57 | FTNT ahead |
| 2025-06-26 | 128.11 | 100.12 | +0.69 | FTNT ahead |
| 2025-06-25 | 127.90 | 99.76 | +0.70 | FTNT ahead |
| 2025-06-24 | 128.80 | 99.18 | +0.76 | FTNT ahead |
| 2025-06-23 | 127.24 | 96.95 | +0.81 | FTNT ahead |
| 2025-06-20 | 123.17 | 94.39 | +0.79 | FTNT ahead |
| 2025-06-18 | 124.36 | 95.35 | +0.80 | FTNT ahead |
| 2025-06-17 | 126.90 | 96.13 | +0.86 | FTNT ahead |
| 2025-06-16 | 125.76 | 98.10 | +0.73 | FTNT ahead |
| 2025-06-13 | 124.37 | 95.90 | +0.79 | FTNT ahead |
| 2025-06-12 | 125.40 | 98.67 | +0.71 | FTNT ahead |
| 2025-06-11 | 125.84 | 99.42 | +0.70 | FTNT ahead |
| 2025-06-10 | 125.36 | 98.00 | +0.75 | FTNT ahead |
| 2025-06-09 | 125.92 | 97.01 | +0.81 | FTNT ahead |
| 2025-06-06 | 129.44 | 96.19 | +0.97 | FTNT ahead |
| 2025-06-05 | 127.67 | 95.12 | +0.96 | FTNT ahead |
| 2025-06-04 | 125.35 | 94.61 | +0.92 | FTNT ahead |
| 2025-06-03 | 126.90 | 93.99 | +1.00 | FTNT ahead |
| 2025-06-02 | 126.40 | 92.99 | +1.03 | FTNT ahead |
| 2025-05-30 | 125.55 | 93.38 | +1.00 | FTNT ahead |
| 2025-05-29 | 125.87 | 96.01 | +0.90 | FTNT ahead |
| 2025-05-28 | 128.91 | 95.46 | +1.03 | FTNT ahead |
| 2025-05-27 | 129.20 | 96.50 | +1.00 | FTNT ahead |
| 2025-05-23 | 127.25 | 94.60 | +1.03 | FTNT ahead |
| 2025-05-22 | 127.82 | 97.64 | +0.93 | FTNT ahead |
| 2025-05-21 | 126.85 | 97.83 | +0.89 | FTNT ahead |
| 2025-05-20 | 129.26 | 97.65 | +0.98 | FTNT ahead |
| 2025-05-19 | 129.21 | 97.60 | +0.99 | FTNT ahead |
| 2025-05-16 | 129.01 | 97.65 | +0.99 | FTNT ahead |
| 2025-05-15 | 126.51 | 99.02 | +0.87 | FTNT ahead |
| 2025-05-14 | 127.33 | 98.83 | +0.91 | FTNT ahead |
| 2025-05-13 | 129.58 | 98.12 | +1.01 | FTNT ahead |
| 2025-05-12 | 125.87 | 97.29 | +0.94 | FTNT ahead |
| 2025-05-09 | 120.17 | 90.96 | +1.03 | FTNT ahead |
| 2025-05-08 | 120.56 | 91.59 | +1.02 | FTNT ahead |
| 2025-05-07 | 131.64 | 87.60 | +1.56 | FTNT ahead |
| 2025-05-06 | 132.16 | 86.34 | +1.65 | FTNT ahead |
| 2025-05-05 | 134.07 | 88.06 | +1.64 | FTNT ahead |
| 2025-05-02 | 130.97 | 88.18 | +1.56 | FTNT ahead |
| 2025-05-01 | 128.54 | 85.74 | +1.61 | FTNT ahead |
| 2025-04-30 | 127.99 | 85.06 | +1.64 | FTNT ahead |
| 2025-04-29 | 128.54 | 88.24 | +1.53 | FTNT ahead |
| 2025-04-28 | 126.61 | 88.55 | +1.46 | FTNT ahead |
| 2025-04-25 | 125.57 | 87.76 | +1.48 | FTNT ahead |
| 2025-04-24 | 124.24 | 87.05 | +1.48 | FTNT ahead |
| 2025-04-23 | 119.65 | 84.57 | +1.46 | FTNT ahead |
| 2025-04-22 | 116.41 | 81.58 | +1.51 | FTNT ahead |
| 2025-04-21 | 114.37 | 80.21 | +1.52 | FTNT ahead |
| 2025-04-17 | 118.58 | 80.82 | +1.66 | FTNT ahead |
| 2025-04-16 | 118.50 | 79.13 | +1.76 | FTNT ahead |
| 2025-04-15 | 122.36 | 82.13 | +1.76 | FTNT ahead |
| 2025-04-14 | 119.46 | 82.90 | +1.63 | FTNT ahead |
| 2025-04-11 | 120.55 | 80.86 | +1.80 | FTNT ahead |
| 2025-04-10 | 118.81 | 79.40 | +1.83 | FTNT ahead |
| 2025-04-09 | 123.26 | 83.72 | +1.78 | FTNT ahead |
| 2025-04-08 | 108.73 | 73.98 | +1.79 | FTNT ahead |
| 2025-04-07 | 108.55 | 76.92 | +1.63 | FTNT ahead |
| 2025-04-04 | 104.49 | 78.19 | +1.41 | FTNT ahead |
| 2025-04-03 | 110.32 | 80.57 | +1.53 | FTNT ahead |
| 2025-04-02 | 120.98 | 96.66 | +1.14 | FTNT ahead |
| 2025-04-01 | 119.24 | 95.93 | +1.12 | FTNT ahead |
| 2025-03-31 | 118.74 | 95.24 | +1.15 | FTNT ahead |
| 2025-03-28 | 119.16 | 98.10 | +1.04 | FTNT ahead |
| 2025-03-27 | 122.78 | 99.97 | +1.10 | FTNT ahead |
| 2025-03-26 | 124.60 | 102.70 | +1.05 | FTNT ahead |
| 2025-03-25 | 125.93 | 104.31 | +1.04 | FTNT ahead |
| 2025-03-24 | 123.09 | 103.29 | +0.99 | FTNT ahead |
| 2025-03-21 | 121.68 | 101.51 | +1.02 | FTNT ahead |
| 2025-03-20 | 121.44 | 102.53 | +0.97 | FTNT ahead |
| 2025-03-19 | 121.09 | 103.13 | +0.94 | FTNT ahead |
| 2025-03-18 | 119.54 | 102.25 | +0.93 | FTNT ahead |
| 2025-03-17 | 119.24 | 101.77 | +0.95 | FTNT ahead |
| 2025-03-14 | 118.72 | 101.12 | +0.97 | FTNT ahead |
| 2025-03-13 | 115.23 | 100.39 | +0.87 | FTNT ahead |
| 2025-03-12 | 120.80 | 102.04 | +1.02 | FTNT ahead |
| 2025-03-11 | 121.23 | 104.02 | +0.95 | FTNT ahead |
| 2025-03-10 | 118.47 | 106.14 | +0.76 | FTNT ahead |
| 2025-03-07 | 124.93 | 110.20 | +0.84 | FTNT ahead |
| 2025-03-06 | 125.47 | 108.88 | +0.92 | FTNT ahead |
| 2025-03-05 | 131.74 | 110.22 | +1.09 | FTNT ahead |
| 2025-03-04 | 131.34 | 108.02 | +1.18 | FTNT ahead |
| 2025-03-03 | 131.42 | 110.05 | +1.10 | FTNT ahead |
| 2025-02-28 | 133.23 | 111.63 | +1.11 | FTNT ahead |
| 2025-02-27 | 132.10 | 114.19 | +0.97 | FTNT ahead |
| 2025-02-26 | 134.48 | 118.29 | +0.90 | FTNT ahead |
| 2025-02-25 | 133.29 | 117.82 | +0.89 | FTNT ahead |
| 2025-02-24 | 134.07 | 116.64 | +0.97 | FTNT ahead |
| 2025-02-21 | 135.71 | 117.34 | +1.00 | FTNT ahead |
| 2025-02-20 | 140.88 | 116.52 | +1.21 | FTNT ahead |
| 2025-02-19 | 141.32 | 117.40 | +1.20 | FTNT ahead |
| 2025-02-18 | 140.94 | 118.06 | +1.17 | FTNT ahead |
| 2025-02-14 | 137.71 | 118.54 | +1.05 | FTNT ahead |
| 2025-02-13 | 135.66 | 116.55 | +1.07 | FTNT ahead |
| 2025-02-12 | 132.85 | 113.26 | +1.11 | FTNT ahead |
| 2025-02-11 | 133.63 | 112.66 | +1.17 | FTNT ahead |
| 2025-02-10 | 135.13 | 113.43 | +1.20 | FTNT ahead |
| 2025-02-07 | 132.80 | 111.28 | +1.22 | FTNT ahead |
| 2025-02-06 | 129.17 | 112.17 | +1.06 | FTNT ahead |
| 2025-02-05 | 129.60 | 113.47 | +1.03 | FTNT ahead |
| 2025-02-04 | 126.78 | 111.20 | +1.03 | FTNT ahead |
| 2025-02-03 | 124.46 | 108.82 | +1.05 | FTNT ahead |
| 2025-01-31 | 124.44 | 109.92 | +1.01 | FTNT ahead |
| 2025-01-30 | 124.50 | 111.99 | +0.93 | FTNT ahead |
| 2025-01-29 | 122.52 | 109.21 | +0.98 | FTNT ahead |
| 2025-01-28 | 123.14 | 104.89 | +1.20 | FTNT ahead |
| 2025-01-27 | 119.37 | 103.79 | +1.11 | FTNT ahead |
| 2025-01-24 | 119.53 | 102.88 | +1.17 | FTNT ahead |
| 2025-01-23 | 120.20 | 103.29 | +1.19 | FTNT ahead |
| 2025-01-22 | 121.18 | 99.12 | +1.44 | FTNT ahead |
| 2025-01-21 | 119.90 | 101.77 | +1.27 | FTNT ahead |
| 2025-01-17 | 116.23 | 98.41 | +1.29 | FTNT ahead |
| 2025-01-16 | 116.01 | 99.51 | +1.24 | FTNT ahead |
| 2025-01-15 | 114.79 | 99.56 | +1.20 | FTNT ahead |
| 2025-01-14 | 114.09 | 98.18 | +1.24 | FTNT ahead |
| 2025-01-13 | 115.74 | 96.52 | +1.41 | FTNT ahead |
| 2025-01-10 | 116.64 | 96.76 | +1.44 | FTNT ahead |
| 2025-01-08 | 118.47 | 98.14 | +1.46 | FTNT ahead |
| 2025-01-07 | 118.33 | 98.18 | +1.47 | FTNT ahead |
| 2025-01-06 | 120.81 | 97.43 | +1.62 | FTNT ahead |
| 2025-01-03 | 120.23 | 93.31 | +1.82 | FTNT ahead |
| 2025-01-02 | 116.87 | 92.11 | +1.77 | FTNT ahead |
| 2024-12-31 | 116.54 | 92.91 | +1.73 | FTNT ahead |
| 2024-12-30 | 117.34 | 93.24 | +1.76 | FTNT ahead |
| 2024-12-27 | 118.51 | 94.12 | +1.78 | FTNT ahead |
| 2024-12-26 | 120.01 | 94.53 | +1.84 | FTNT ahead |
| 2024-12-24 | 120.65 | 93.68 | +1.93 | FTNT ahead |
| 2024-12-23 | 118.93 | 93.47 | +1.89 | FTNT ahead |
| 2024-12-20 | 119.88 | 92.26 | +2.02 | FTNT ahead |
| 2024-12-19 | 117.00 | 91.46 | +1.96 | FTNT ahead |
| 2024-12-18 | 115.16 | 92.14 | +1.87 | FTNT ahead |
| 2024-12-17 | 120.41 | 94.39 | +1.99 | FTNT ahead |
| 2024-12-16 | 121.08 | 92.98 | +2.12 | FTNT ahead |
| 2024-12-13 | 120.82 | 95.22 | +2.01 | FTNT ahead |
| 2024-12-12 | 121.62 | 95.49 | +2.05 | FTNT ahead |
| 2024-12-11 | 120.93 | 95.92 | +2.02 | FTNT ahead |
| 2024-12-10 | 119.81 | 95.28 | +2.03 | FTNT ahead |
| 2024-12-09 | 119.70 | 96.31 | +1.99 | FTNT ahead |
| 2024-12-06 | 122.38 | 95.78 | +2.16 | FTNT ahead |
| 2024-12-05 | 121.45 | 95.13 | +2.18 | FTNT ahead |
| 2024-12-04 | 121.12 | 94.39 | +2.24 | FTNT ahead |
| 2024-12-03 | 117.54 | 92.25 | +2.23 | FTNT ahead |
| 2024-12-02 | 117.58 | 92.78 | +2.23 | FTNT ahead |
| 2024-11-29 | 117.24 | 91.27 | +2.33 | FTNT ahead |
| 2024-11-27 | 116.02 | 89.42 | +2.42 | FTNT ahead |
| 2024-11-26 | 118.96 | 91.40 | +2.48 | FTNT ahead |
| 2024-11-25 | 114.86 | 92.25 | +2.26 | FTNT ahead |
| 2024-11-22 | 114.43 | 89.79 | +2.43 | FTNT ahead |
| 2024-11-21 | 115.97 | 89.65 | +2.55 | FTNT ahead |
| 2024-11-20 | 114.04 | 88.12 | +2.60 | FTNT ahead |
| 2024-11-19 | 111.99 | 87.93 | +2.54 | FTNT ahead |
| 2024-11-18 | 113.33 | 88.56 | +2.61 | FTNT ahead |
| 2024-11-15 | 116.20 | 87.56 | +2.88 | FTNT ahead |
| 2024-11-14 | 116.52 | 88.28 | +2.90 | FTNT ahead |
| 2024-11-13 | 120.74 | 86.96 | +3.28 | FTNT ahead |
| 2024-11-12 | 122.30 | 87.21 | +3.43 | FTNT ahead |
| 2024-11-11 | 119.87 | 88.89 | +3.26 | FTNT ahead |
| 2024-11-08 | 113.53 | 89.59 | +2.93 | FTNT ahead |
| 2024-11-07 | 103.22 | 91.52 | +2.21 | FTNT ahead |
| 2024-11-06 | 99.75 | 88.71 | +2.22 | FTNT ahead |
| 2024-11-05 | 96.11 | 94.36 | +1.59 | FTNT ahead |
| 2024-11-04 | 97.25 | 94.23 | +1.69 | FTNT ahead |
| 2024-11-01 | 97.20 | 94.16 | +1.71 | FTNT ahead |
| 2024-10-31 | 97.03 | 92.18 | +1.86 | FTNT ahead |
| 2024-10-30 | 97.13 | 93.31 | +1.80 | FTNT ahead |
| 2024-10-29 | 97.90 | 95.48 | +1.72 | FTNT ahead |
| 2024-10-28 | 99.61 | 94.46 | +1.93 | FTNT ahead |
| 2024-10-25 | 99.10 | 91.06 | +2.17 | FTNT ahead |
| 2024-10-24 | 99.44 | 91.35 | +2.20 | FTNT ahead |
| 2024-10-23 | 99.14 | 90.76 | +2.25 | FTNT ahead |
| 2024-10-22 | 101.69 | 94.76 | +2.15 | FTNT ahead |
| 2024-10-21 | 101.21 | 103.59 | +1.50 | FTNT ahead |
| 2024-10-18 | 100.00 | 100.00 | +1.67 | FTNT ahead |
One-day company-specific moves (4+ standard deviations, which block ideas for 10 sessions): Nov 8, 2024 (FTNT +10.0%, LOGI -2.1%); May 8, 2025 (FTNT -8.4%, LOGI +4.6%); Aug 7, 2025 (FTNT -22.0%, LOGI +2.1%); May 7, 2026 (FTNT +20.0%, LOGI -0.2%); Aug 27, 2026 (FTNT +9.7%, LOGI -2.2%). Upcoming earnings: LOGI Oct 27, 2026 (after-hours); FTNT Oct 28, 2026 (after-hours).
The shared paper book and the replay, kept apart
Forward paper record
No paper position on this pair yet.
Historical simulation (a diagnostic, same rules)
No simulated trade through Oct 20, 2026: the pair rarely passed every test while 2 standard deviations apart.
Per $10,000 a leg. A replay on today's companies cannot prove an edge.
FTNT and LOGI at a glance
FTNT Fortinet Inc.
- Listing
- Nasdaq · SEC CIK 1262039
- Industry
- Computer peripheral equipment · SIC 3577 Computer Peripheral Equipment, NEC
- Market value
- $125.8B
- Price history
- 2,521 daily closes, Oct 12, 2016 to Oct 22, 2026
LOGI Logitech International S.A.
- Listing
- Nasdaq · SEC CIK 1032975
- Industry
- Computer peripheral equipment · SIC 3577 Computer Peripheral Equipment, NEC
- Market value
- $15.4B
- Price history
- 2,521 daily closes, Oct 12, 2016 to Oct 22, 2026
Daily prices: Nasdaq.com. Filings and industry codes: SEC EDGAR. Earnings dates: Nasdaq earnings calendar.
Other rivals of FTNT and LOGI
| Pair | Status | Ahead now | Industry |
|---|---|---|---|
| PANW / LOGI | Watchlist | PANW by 0.97 sd | Computer peripheral equipment |
| PANW / FTNT | Watchlist | FTNT by 0.50 sd | Computer peripheral equipment |
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Explore the private betaPaper only: hypothetical paired positions with modelled costs. No broker, no orders, no real money. A historical simulation is a diagnostic, not proof of an edge. Not investment advice.
