Atmos Energy Corporation vs Cheniere Energy Inc.
WatchlistATO / LNGPrices through Oct 22, 2026
Why these are rivals: #1 and #3 by market value ($59B vs $28B) in Nasdaq's "Oil/Gas Transmission" industry; SEC SIC 4924 / 4924 (same major group); #1 and #3 by market value ($59B vs $28B) with SEC SIC 4924 (Natural Gas Distribution).
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: 0.22 (needs >= 0.60)
- Mean reversion: ADF t-statistic of the spread: -0.77 (needs <= -2.873 (5% critical value))
- Speed: half-life of the spread, sessions: 108.92 (needs <= 63)
Business leadership
LNG is the larger business
Annual revenue reported to the SEC. Scale, not market share.
| Year | ATO | LNG | Larger |
|---|---|---|---|
| 2025 | $4.7B | $20.0B | LNG |
| 2024 | $4.2B | $15.7B | LNG |
| 2023 | $4.3B | $20.4B | LNG |
| 2022 | $4.2B | $33.4B | LNG |
| 2021 | $3.4B | $15.9B | LNG |
| 2020 | $2.8B | $9.4B | LNG |
LNG led in every year with figures for both. Market value: ATO $27.8B, LNG $59.2B.
Stock leadership
LNG is ahead now
Measured against the pair's own last 252 trading days.
LNG leads ATO by 1.32 standard deviations: +18.9% over its usual price ratio. 1 lead switch in the last year.
| Price change | 3 mo | 6 mo | 12 mo |
|---|---|---|---|
| ATO | -3.0% | -7.4% | -1.8% |
| LNG | +6.4% | +11.6% | +29.2% |
Relationship
Not a measured twin today
Only these tests can make a pair tradable on paper.
- Pass
- Aligned sessions: 2520 (needs >= 254)
- Fail
- Co-movement: daily return correlation, 252 sessions: 0.22 (needs >= 0.60)
- Fail
- Mean reversion: ADF t-statistic of the spread: -0.77 (needs <= -2.873 (5% critical value))
- Fail
- Speed: half-life of the spread, sessions: 108.92 (needs <= 63)
- Data
- Both stocks current
The twins over two years
Prices side by side, and the gap between them
ATO Atmos Energy Corporation LNG Cheniere Energy Inc.Price index, 100 = 2024-10-18. Tint = which stock is ahead of the pair's usual 1-year relationship (z beyond +/-0.5).
Spread z-score: ATO relative to LNG, against the 252 sessions before each day. Above 0: ATO ahead; below 0: LNG ahead. Lines at +/-2 (idea) and +/-4 (stop).
Data table (504 sessions)
| Date | ATO index | LNG index | z | Ahead |
|---|---|---|---|---|
| 2026-10-22 | 121.39 | 157.53 | -1.32 | LNG ahead |
| 2026-10-21 | 116.54 | 156.00 | -1.57 | LNG ahead |
| 2026-10-20 | 116.66 | 155.52 | -1.56 | LNG ahead |
| 2026-10-19 | 114.99 | 157.31 | -1.77 | LNG ahead |
| 2026-10-16 | 116.81 | 158.86 | -1.75 | LNG ahead |
| 2026-10-15 | 114.44 | 153.22 | -1.64 | LNG ahead |
| 2026-10-14 | 114.44 | 153.52 | -1.67 | LNG ahead |
| 2026-10-13 | 114.11 | 157.48 | -1.92 | LNG ahead |
| 2026-10-12 | 113.35 | 155.05 | -1.87 | LNG ahead |
| 2026-10-09 | 112.84 | 152.69 | -1.80 | LNG ahead |
| 2026-10-08 | 112.15 | 152.52 | -1.86 | LNG ahead |
| 2026-10-07 | 111.13 | 149.40 | -1.79 | LNG ahead |
| 2026-10-06 | 111.50 | 151.08 | -1.87 | LNG ahead |
| 2026-10-05 | 110.32 | 150.90 | -1.97 | LNG ahead |
| 2026-10-02 | 109.71 | 148.17 | -1.89 | LNG ahead |
| 2026-10-01 | 109.16 | 149.51 | -2.03 | LNG ahead |
| 2026-09-30 | 109.20 | 147.66 | -1.94 | LNG ahead |
| 2026-09-29 | 110.01 | 146.71 | -1.84 | LNG ahead |
| 2026-09-28 | 109.63 | 148.00 | -1.97 | LNG ahead |
| 2026-09-25 | 109.74 | 147.40 | -1.95 | LNG ahead |
| 2026-09-24 | 109.19 | 151.64 | -2.26 | LNG ahead |
| 2026-09-23 | 109.06 | 150.18 | -2.22 | LNG ahead |
| 2026-09-22 | 109.83 | 149.82 | -2.16 | LNG ahead |
| 2026-09-21 | 110.48 | 150.93 | -2.20 | LNG ahead |
| 2026-09-18 | 111.89 | 147.29 | -1.89 | LNG ahead |
| 2026-09-17 | 113.10 | 148.11 | -1.86 | LNG ahead |
| 2026-09-16 | 113.05 | 146.96 | -1.81 | LNG ahead |
| 2026-09-15 | 113.11 | 148.73 | -1.93 | LNG ahead |
| 2026-09-14 | 114.37 | 150.55 | -1.96 | LNG ahead |
| 2026-09-11 | 113.91 | 152.77 | -2.16 | LNG ahead |
| 2026-09-10 | 115.04 | 152.50 | -2.07 | LNG ahead |
| 2026-09-09 | 116.29 | 151.45 | -1.92 | LNG ahead |
| 2026-09-08 | 117.32 | 151.50 | -1.86 | LNG ahead |
| 2026-09-04 | 116.96 | 160.27 | -2.46 | LNG ahead |
| 2026-09-03 | 118.05 | 159.64 | -2.36 | LNG ahead |
| 2026-09-02 | 117.05 | 162.39 | -2.65 | LNG ahead |
| 2026-09-01 | 117.06 | 161.44 | -2.63 | LNG ahead |
| 2026-08-31 | 115.96 | 160.10 | -2.68 | LNG ahead |
| 2026-08-28 | 116.33 | 154.96 | -2.35 | LNG ahead |
| 2026-08-27 | 116.72 | 154.12 | -2.29 | LNG ahead |
| 2026-08-26 | 118.29 | 155.93 | -2.30 | LNG ahead |
| 2026-08-25 | 116.96 | 153.03 | -2.25 | LNG ahead |
| 2026-08-24 | 117.14 | 154.12 | -2.33 | LNG ahead |
| 2026-08-21 | 116.47 | 152.32 | -2.30 | LNG ahead |
| 2026-08-20 | 119.03 | 153.23 | -2.16 | LNG ahead |
| 2026-08-19 | 119.58 | 150.56 | -1.94 | LNG ahead |
| 2026-08-18 | 119.02 | 150.27 | -1.99 | LNG ahead |
| 2026-08-17 | 118.60 | 146.51 | -1.77 | LNG ahead |
| 2026-08-14 | 118.61 | 149.10 | -1.98 | LNG ahead |
| 2026-08-13 | 118.64 | 146.26 | -1.78 | LNG ahead |
| 2026-08-12 | 118.38 | 147.16 | -1.89 | LNG ahead |
| 2026-08-11 | 118.11 | 145.69 | -1.82 | LNG ahead |
| 2026-08-10 | 117.21 | 145.83 | -1.93 | LNG ahead |
| 2026-08-07 | 118.80 | 140.59 | -1.37 | LNG ahead |
| 2026-08-06 | 120.05 | 145.88 | -1.67 | LNG ahead |
| 2026-08-05 | 120.20 | 139.83 | -1.17 | LNG ahead |
| 2026-08-04 | 120.52 | 141.22 | -1.25 | LNG ahead |
| 2026-08-03 | 120.68 | 141.65 | -1.27 | LNG ahead |
| 2026-07-31 | 120.61 | 144.67 | -1.52 | LNG ahead |
| 2026-07-30 | 121.64 | 141.64 | -1.18 | LNG ahead |
| 2026-07-29 | 124.02 | 141.95 | -0.99 | LNG ahead |
| 2026-07-28 | 125.21 | 138.42 | -0.59 | LNG ahead |
| 2026-07-27 | 124.40 | 140.45 | -0.83 | LNG ahead |
| 2026-07-24 | 125.10 | 148.04 | -1.36 | LNG ahead |
| 2026-07-23 | 124.28 | 149.29 | -1.54 | LNG ahead |
| 2026-07-22 | 124.58 | 146.77 | -1.33 | LNG ahead |
| 2026-07-21 | 122.19 | 144.13 | -1.34 | LNG ahead |
| 2026-07-20 | 123.78 | 145.43 | -1.29 | LNG ahead |
| 2026-07-17 | 124.03 | 144.14 | -1.17 | LNG ahead |
| 2026-07-16 | 124.28 | 142.16 | -0.98 | LNG ahead |
| 2026-07-15 | 122.14 | 140.42 | -1.03 | LNG ahead |
| 2026-07-14 | 124.56 | 145.47 | -1.21 | LNG ahead |
| 2026-07-13 | 125.30 | 144.51 | -1.06 | LNG ahead |
| 2026-07-10 | 122.99 | 141.96 | -1.07 | LNG ahead |
| 2026-07-09 | 121.96 | 143.42 | -1.27 | LNG ahead |
| 2026-07-08 | 123.61 | 143.22 | -1.10 | LNG ahead |
| 2026-07-07 | 123.96 | 139.96 | -0.80 | LNG ahead |
| 2026-07-06 | 121.34 | 135.07 | -0.64 | LNG ahead |
| 2026-07-02 | 123.46 | 135.01 | -0.44 | near the usual relationship |
| 2026-07-01 | 120.78 | 133.88 | -0.58 | LNG ahead |
| 2026-06-30 | 120.25 | 131.19 | -0.40 | near the usual relationship |
| 2026-06-29 | 122.04 | 133.91 | -0.45 | near the usual relationship |
| 2026-06-26 | 122.27 | 132.63 | -0.32 | near the usual relationship |
| 2026-06-25 | 121.23 | 129.04 | -0.11 | near the usual relationship |
| 2026-06-24 | 120.47 | 126.71 | +0.02 | near the usual relationship |
| 2026-06-23 | 119.43 | 128.56 | -0.22 | near the usual relationship |
| 2026-06-22 | 118.38 | 126.71 | -0.16 | near the usual relationship |
| 2026-06-18 | 118.74 | 124.61 | +0.06 | near the usual relationship |
| 2026-06-17 | 118.41 | 127.02 | -0.17 | near the usual relationship |
| 2026-06-16 | 118.41 | 126.71 | -0.14 | near the usual relationship |
| 2026-06-15 | 118.39 | 129.12 | -0.33 | near the usual relationship |
| 2026-06-12 | 118.64 | 132.43 | -0.56 | LNG ahead |
| 2026-06-11 | 117.43 | 131.81 | -0.62 | LNG ahead |
| 2026-06-10 | 118.16 | 132.72 | -0.62 | LNG ahead |
| 2026-06-09 | 117.00 | 131.40 | -0.61 | LNG ahead |
| 2026-06-08 | 117.19 | 129.87 | -0.47 | near the usual relationship |
| 2026-06-05 | 118.83 | 131.08 | -0.41 | near the usual relationship |
| 2026-06-04 | 117.24 | 132.32 | -0.64 | LNG ahead |
| 2026-06-03 | 117.48 | 129.19 | -0.37 | near the usual relationship |
| 2026-06-02 | 117.79 | 129.54 | -0.37 | near the usual relationship |
| 2026-06-01 | 116.68 | 125.08 | -0.11 | near the usual relationship |
| 2026-05-29 | 118.06 | 123.42 | +0.15 | near the usual relationship |
| 2026-05-28 | 120.78 | 126.01 | +0.17 | near the usual relationship |
| 2026-05-27 | 123.02 | 126.77 | +0.30 | near the usual relationship |
| 2026-05-26 | 124.05 | 128.46 | +0.25 | near the usual relationship |
| 2026-05-22 | 124.12 | 132.20 | -0.02 | near the usual relationship |
| 2026-05-21 | 123.87 | 131.98 | -0.02 | near the usual relationship |
| 2026-05-20 | 122.85 | 133.74 | -0.23 | near the usual relationship |
| 2026-05-19 | 124.06 | 135.45 | -0.26 | near the usual relationship |
| 2026-05-18 | 124.61 | 135.98 | -0.25 | near the usual relationship |
| 2026-05-15 | 123.19 | 132.74 | -0.12 | near the usual relationship |
| 2026-05-14 | 126.25 | 132.32 | +0.16 | near the usual relationship |
| 2026-05-13 | 125.61 | 131.39 | +0.18 | near the usual relationship |
| 2026-05-12 | 127.00 | 134.10 | +0.09 | near the usual relationship |
| 2026-05-11 | 127.13 | 132.11 | +0.25 | near the usual relationship |
| 2026-05-08 | 126.25 | 131.79 | +0.21 | near the usual relationship |
| 2026-05-07 | 126.94 | 135.45 | +0.00 | near the usual relationship |
| 2026-05-06 | 128.97 | 143.49 | -0.40 | near the usual relationship |
| 2026-05-05 | 130.71 | 147.93 | -0.57 | LNG ahead |
| 2026-05-04 | 131.07 | 149.76 | -0.66 | LNG ahead |
| 2026-05-01 | 131.61 | 148.23 | -0.52 | LNG ahead |
| 2026-04-30 | 132.61 | 150.91 | -0.62 | LNG ahead |
| 2026-04-29 | 129.63 | 149.42 | -0.74 | LNG ahead |
| 2026-04-28 | 130.62 | 145.44 | -0.41 | near the usual relationship |
| 2026-04-27 | 129.57 | 142.38 | -0.28 | near the usual relationship |
| 2026-04-24 | 129.45 | 141.11 | -0.20 | near the usual relationship |
| 2026-04-23 | 131.10 | 141.17 | -0.08 | near the usual relationship |
| 2026-04-22 | 127.38 | 141.32 | -0.37 | near the usual relationship |
| 2026-04-21 | 127.69 | 141.49 | -0.35 | near the usual relationship |
| 2026-04-20 | 129.99 | 138.51 | +0.03 | near the usual relationship |
| 2026-04-17 | 130.21 | 137.81 | +0.10 | near the usual relationship |
| 2026-04-16 | 131.22 | 144.21 | -0.27 | near the usual relationship |
| 2026-04-15 | 130.02 | 140.92 | -0.13 | near the usual relationship |
| 2026-04-14 | 131.34 | 142.53 | -0.14 | near the usual relationship |
| 2026-04-13 | 131.06 | 143.59 | -0.23 | near the usual relationship |
| 2026-04-10 | 132.88 | 145.75 | -0.24 | near the usual relationship |
| 2026-04-09 | 134.22 | 145.88 | -0.15 | near the usual relationship |
| 2026-04-08 | 132.39 | 151.06 | -0.62 | LNG ahead |
| 2026-04-07 | 131.72 | 156.03 | -0.99 | LNG ahead |
| 2026-04-06 | 131.10 | 155.91 | -1.03 | LNG ahead |
| 2026-04-02 | 131.91 | 154.32 | -0.87 | LNG ahead |
| 2026-04-01 | 129.48 | 151.40 | -0.86 | LNG ahead |
| 2026-03-31 | 128.94 | 155.75 | -1.18 | LNG ahead |
| 2026-03-30 | 129.15 | 161.17 | -1.50 | LNG ahead |
| 2026-03-27 | 127.87 | 162.97 | -1.71 | LNG ahead |
| 2026-03-26 | 127.87 | 159.94 | -1.53 | LNG ahead |
| 2026-03-25 | 126.73 | 156.10 | -1.38 | LNG ahead |
| 2026-03-24 | 126.74 | 161.69 | -1.73 | LNG ahead |
| 2026-03-23 | 126.36 | 157.64 | -1.52 | LNG ahead |
| 2026-03-20 | 125.99 | 154.17 | -1.33 | LNG ahead |
| 2026-03-19 | 129.07 | 154.71 | -1.13 | LNG ahead |
| 2026-03-18 | 129.31 | 146.12 | -0.55 | LNG ahead |
| 2026-03-17 | 130.52 | 138.04 | +0.10 | near the usual relationship |
| 2026-03-16 | 131.10 | 137.93 | +0.15 | near the usual relationship |
| 2026-03-13 | 131.63 | 138.47 | +0.16 | near the usual relationship |
| 2026-03-12 | 130.39 | 139.33 | +0.00 | near the usual relationship |
| 2026-03-11 | 128.65 | 137.40 | +0.01 | near the usual relationship |
| 2026-03-10 | 128.05 | 134.89 | +0.15 | near the usual relationship |
| 2026-03-09 | 129.30 | 137.66 | +0.05 | near the usual relationship |
| 2026-03-06 | 129.16 | 140.05 | -0.13 | near the usual relationship |
| 2026-03-05 | 129.40 | 136.97 | +0.11 | near the usual relationship |
| 2026-03-04 | 130.37 | 136.66 | +0.21 | near the usual relationship |
| 2026-03-03 | 129.83 | 135.06 | +0.29 | near the usual relationship |
| 2026-03-02 | 130.58 | 136.63 | +0.23 | near the usual relationship |
| 2026-02-27 | 130.39 | 129.39 | +0.75 | ATO ahead |
| 2026-02-26 | 128.18 | 127.62 | +0.72 | ATO ahead |
| 2026-02-25 | 127.08 | 121.13 | +1.16 | ATO ahead |
| 2026-02-24 | 127.06 | 121.28 | +1.15 | ATO ahead |
| 2026-02-23 | 126.85 | 122.59 | +1.04 | ATO ahead |
| 2026-02-20 | 126.32 | 124.30 | +0.87 | ATO ahead |
| 2026-02-19 | 124.93 | 124.15 | +0.78 | ATO ahead |
| 2026-02-18 | 124.33 | 122.79 | +0.85 | ATO ahead |
| 2026-02-17 | 125.81 | 120.21 | +1.18 | ATO ahead |
| 2026-02-13 | 125.12 | 121.19 | +1.05 | ATO ahead |
| 2026-02-12 | 124.09 | 119.49 | +1.12 | ATO ahead |
| 2026-02-11 | 122.83 | 120.43 | +0.95 | ATO ahead |
| 2026-02-10 | 121.58 | 119.86 | +0.90 | ATO ahead |
| 2026-02-09 | 119.68 | 118.37 | +0.88 | ATO ahead |
| 2026-02-06 | 119.63 | 116.97 | +1.00 | ATO ahead |
| 2026-02-05 | 119.71 | 115.56 | +1.13 | ATO ahead |
| 2026-02-04 | 119.94 | 117.38 | +1.01 | ATO ahead |
| 2026-02-03 | 117.83 | 115.79 | +0.97 | ATO ahead |
| 2026-02-02 | 116.24 | 114.03 | +1.00 | ATO ahead |
| 2026-01-30 | 116.11 | 116.10 | +0.82 | ATO ahead |
| 2026-01-29 | 115.87 | 116.91 | +0.74 | ATO ahead |
| 2026-01-28 | 115.87 | 114.19 | +0.97 | ATO ahead |
| 2026-01-27 | 117.99 | 112.92 | +1.26 | ATO ahead |
| 2026-01-26 | 117.62 | 113.35 | +1.20 | ATO ahead |
| 2026-01-23 | 115.41 | 113.81 | +0.99 | ATO ahead |
| 2026-01-22 | 115.45 | 113.50 | +1.03 | ATO ahead |
| 2026-01-21 | 117.53 | 113.78 | +1.18 | ATO ahead |
| 2026-01-20 | 117.27 | 111.44 | +1.36 | ATO ahead |
| 2026-01-16 | 118.99 | 113.45 | +1.33 | ATO ahead |
| 2026-01-15 | 118.86 | 111.28 | +1.51 | ATO ahead |
| 2026-01-14 | 117.77 | 109.62 | +1.58 | ATO ahead |
| 2026-01-13 | 117.56 | 106.31 | +1.86 | ATO ahead |
| 2026-01-12 | 117.00 | 106.17 | +1.85 | ATO ahead |
| 2026-01-09 | 116.42 | 106.58 | +1.79 | ATO ahead |
| 2026-01-08 | 116.64 | 107.85 | +1.71 | ATO ahead |
| 2026-01-07 | 115.98 | 107.62 | +1.69 | ATO ahead |
| 2026-01-06 | 116.95 | 106.81 | +1.86 | ATO ahead |
| 2026-01-05 | 116.49 | 109.07 | +1.64 | ATO ahead |
| 2026-01-02 | 118.22 | 108.57 | +1.85 | ATO ahead |
| 2025-12-31 | 117.01 | 106.70 | +1.94 | ATO ahead |
| 2025-12-30 | 117.67 | 106.17 | +2.06 | ATO ahead |
| 2025-12-29 | 117.81 | 105.71 | +2.15 | ATO ahead |
| 2025-12-26 | 117.36 | 103.91 | +2.31 | ATO ahead |
| 2025-12-24 | 117.55 | 104.47 | +2.31 | ATO ahead |
| 2025-12-23 | 117.26 | 105.22 | +2.24 | ATO ahead |
| 2025-12-22 | 116.81 | 103.94 | +2.36 | ATO ahead |
| 2025-12-19 | 116.36 | 104.16 | +2.34 | ATO ahead |
| 2025-12-18 | 118.26 | 104.20 | +2.54 | ATO ahead |
| 2025-12-17 | 118.09 | 104.48 | +2.54 | ATO ahead |
| 2025-12-16 | 117.27 | 103.89 | +2.57 | ATO ahead |
| 2025-12-15 | 119.19 | 103.64 | +2.82 | ATO ahead |
| 2025-12-12 | 117.53 | 103.94 | +2.69 | ATO ahead |
| 2025-12-11 | 116.63 | 105.16 | +2.52 | ATO ahead |
| 2025-12-10 | 116.43 | 105.88 | +2.47 | ATO ahead |
| 2025-12-09 | 116.07 | 109.07 | +2.13 | ATO ahead |
| 2025-12-08 | 116.62 | 110.21 | +2.09 | ATO ahead |
| 2025-12-05 | 119.57 | 112.90 | +2.13 | ATO ahead |
| 2025-12-04 | 119.33 | 114.11 | +2.01 | ATO ahead |
| 2025-12-03 | 119.47 | 114.42 | +2.01 | ATO ahead |
| 2025-12-02 | 118.72 | 114.87 | +1.92 | ATO ahead |
| 2025-12-01 | 119.87 | 115.64 | +1.97 | ATO ahead |
| 2025-11-28 | 123.11 | 114.42 | +2.45 | ATO ahead |
| 2025-11-26 | 122.67 | 112.95 | +2.61 | ATO ahead |
| 2025-11-25 | 121.00 | 112.47 | +2.54 | ATO ahead |
| 2025-11-24 | 121.85 | 112.29 | +2.69 | ATO ahead |
| 2025-11-21 | 122.27 | 112.79 | +2.73 | ATO ahead |
| 2025-11-20 | 121.99 | 114.26 | +2.58 | ATO ahead |
| 2025-11-19 | 121.40 | 115.06 | +2.47 | ATO ahead |
| 2025-11-18 | 122.31 | 116.61 | +2.43 | ATO ahead |
| 2025-11-17 | 122.63 | 118.12 | +2.33 | ATO ahead |
| 2025-11-14 | 122.24 | 118.11 | +2.32 | ATO ahead |
| 2025-11-13 | 124.23 | 117.08 | +2.70 | ATO ahead |
| 2025-11-12 | 124.13 | 117.21 | +2.73 | ATO ahead |
| 2025-11-11 | 124.71 | 116.36 | +2.95 | ATO ahead |
| 2025-11-10 | 124.08 | 116.12 | +2.97 | ATO ahead |
| 2025-11-07 | 123.49 | 114.11 | +3.22 | ATO ahead |
| 2025-11-06 | 122.49 | 114.18 | +3.15 | ATO ahead |
| 2025-11-05 | 120.47 | 112.87 | +3.14 | ATO ahead |
| 2025-11-04 | 121.42 | 113.48 | +3.24 | ATO ahead |
| 2025-11-03 | 120.55 | 115.05 | +2.96 | ATO ahead |
| 2025-10-31 | 119.87 | 116.36 | +2.72 | ATO ahead |
| 2025-10-30 | 121.00 | 116.10 | +2.93 | ATO ahead |
| 2025-10-29 | 119.82 | 115.88 | +2.84 | ATO ahead |
| 2025-10-28 | 121.80 | 118.56 | +2.76 | ATO ahead |
| 2025-10-27 | 123.10 | 120.64 | +2.67 | ATO ahead |
| 2025-10-24 | 122.80 | 120.53 | +2.66 | ATO ahead |
| 2025-10-23 | 122.68 | 121.60 | +2.50 | ATO ahead |
| 2025-10-22 | 123.62 | 123.20 | +2.42 | ATO ahead |
| 2025-10-21 | 123.58 | 121.97 | +2.58 | ATO ahead |
| 2025-10-20 | 124.07 | 121.48 | +2.72 | ATO ahead |
| 2025-10-17 | 123.14 | 120.18 | +2.79 | ATO ahead |
| 2025-10-16 | 123.11 | 120.79 | +2.74 | ATO ahead |
| 2025-10-15 | 125.08 | 123.62 | +2.65 | ATO ahead |
| 2025-10-14 | 124.01 | 124.17 | +2.46 | ATO ahead |
| 2025-10-13 | 122.53 | 124.60 | +2.23 | ATO ahead |
| 2025-10-10 | 123.19 | 124.80 | +2.31 | ATO ahead |
| 2025-10-09 | 122.11 | 127.00 | +1.87 | ATO ahead |
| 2025-10-08 | 122.68 | 129.39 | +1.64 | ATO ahead |
| 2025-10-07 | 122.09 | 129.17 | +1.58 | ATO ahead |
| 2025-10-06 | 120.98 | 128.03 | +1.57 | ATO ahead |
| 2025-10-03 | 118.80 | 127.49 | +1.33 | ATO ahead |
| 2025-10-02 | 117.86 | 127.22 | +1.21 | ATO ahead |
| 2025-10-01 | 118.23 | 127.40 | +1.23 | ATO ahead |
| 2025-09-30 | 119.19 | 128.98 | +1.15 | ATO ahead |
| 2025-09-29 | 118.35 | 129.24 | +0.99 | ATO ahead |
| 2025-09-26 | 117.58 | 130.87 | +0.67 | ATO ahead |
| 2025-09-25 | 116.19 | 130.42 | +0.52 | ATO ahead |
| 2025-09-24 | 116.41 | 129.87 | +0.61 | ATO ahead |
| 2025-09-23 | 116.11 | 128.94 | +0.68 | ATO ahead |
| 2025-09-22 | 113.75 | 126.68 | +0.63 | ATO ahead |
| 2025-09-19 | 113.73 | 127.07 | +0.57 | ATO ahead |
| 2025-09-18 | 113.39 | 128.62 | +0.32 | near the usual relationship |
| 2025-09-17 | 114.09 | 129.16 | +0.34 | near the usual relationship |
| 2025-09-16 | 113.93 | 128.93 | +0.34 | near the usual relationship |
| 2025-09-15 | 115.74 | 127.79 | +0.72 | ATO ahead |
| 2025-09-12 | 116.25 | 129.58 | +0.56 | ATO ahead |
| 2025-09-11 | 116.15 | 130.12 | +0.48 | near the usual relationship |
| 2025-09-10 | 114.41 | 130.11 | +0.24 | near the usual relationship |
| 2025-09-09 | 114.53 | 128.66 | +0.43 | near the usual relationship |
| 2025-09-08 | 114.39 | 128.10 | +0.47 | near the usual relationship |
| 2025-09-05 | 116.21 | 129.41 | +0.56 | ATO ahead |
| 2025-09-04 | 115.03 | 130.07 | +0.32 | near the usual relationship |
| 2025-09-03 | 115.33 | 131.40 | +0.20 | near the usual relationship |
| 2025-09-02 | 115.50 | 132.20 | +0.13 | near the usual relationship |
| 2025-08-29 | 115.96 | 132.73 | +0.13 | near the usual relationship |
| 2025-08-28 | 115.48 | 132.91 | +0.04 | near the usual relationship |
| 2025-08-27 | 116.05 | 132.61 | +0.15 | near the usual relationship |
| 2025-08-26 | 115.88 | 132.60 | +0.13 | near the usual relationship |
| 2025-08-25 | 115.49 | 131.37 | +0.21 | near the usual relationship |
| 2025-08-22 | 117.42 | 130.39 | +0.58 | ATO ahead |
| 2025-08-21 | 116.42 | 132.07 | +0.26 | near the usual relationship |
| 2025-08-20 | 115.94 | 129.54 | +0.49 | near the usual relationship |
| 2025-08-19 | 115.74 | 126.46 | +0.84 | ATO ahead |
| 2025-08-18 | 114.49 | 126.21 | +0.70 | ATO ahead |
| 2025-08-15 | 115.43 | 126.32 | +0.82 | ATO ahead |
| 2025-08-14 | 115.96 | 127.69 | +0.72 | ATO ahead |
| 2025-08-13 | 116.56 | 126.95 | +0.89 | ATO ahead |
| 2025-08-12 | 115.68 | 126.12 | +0.88 | ATO ahead |
| 2025-08-11 | 115.20 | 126.27 | +0.80 | ATO ahead |
| 2025-08-08 | 114.68 | 126.70 | +0.67 | ATO ahead |
| 2025-08-07 | 113.58 | 129.13 | +0.23 | near the usual relationship |
| 2025-08-06 | 109.60 | 129.49 | -0.37 | near the usual relationship |
| 2025-08-05 | 109.33 | 131.53 | -0.65 | LNG ahead |
| 2025-08-04 | 111.30 | 132.83 | -0.53 | LNG ahead |
| 2025-08-01 | 108.76 | 130.80 | -0.66 | LNG ahead |
| 2025-07-31 | 108.84 | 129.47 | -0.49 | near the usual relationship |
| 2025-07-30 | 109.03 | 128.05 | -0.30 | near the usual relationship |
| 2025-07-29 | 108.97 | 128.99 | -0.42 | near the usual relationship |
| 2025-07-28 | 107.97 | 125.41 | -0.14 | near the usual relationship |
| 2025-07-25 | 109.48 | 123.70 | +0.28 | near the usual relationship |
| 2025-07-24 | 110.09 | 123.94 | +0.34 | near the usual relationship |
| 2025-07-23 | 109.65 | 122.56 | +0.45 | near the usual relationship |
| 2025-07-22 | 110.83 | 122.22 | +0.66 | ATO ahead |
| 2025-07-21 | 110.44 | 124.29 | +0.35 | near the usual relationship |
| 2025-07-18 | 109.35 | 134.08 | -0.97 | LNG ahead |
| 2025-07-17 | 108.38 | 127.16 | -0.29 | near the usual relationship |
| 2025-07-16 | 108.08 | 127.07 | -0.32 | near the usual relationship |
| 2025-07-15 | 107.57 | 129.17 | -0.65 | LNG ahead |
| 2025-07-14 | 108.47 | 132.57 | -0.92 | LNG ahead |
| 2025-07-11 | 107.63 | 129.11 | -0.64 | LNG ahead |
| 2025-07-10 | 107.76 | 128.56 | -0.55 | LNG ahead |
| 2025-07-09 | 106.87 | 129.51 | -0.79 | LNG ahead |
| 2025-07-08 | 106.09 | 129.96 | -0.96 | LNG ahead |
| 2025-07-07 | 106.65 | 130.94 | -1.00 | LNG ahead |
| 2025-07-03 | 106.30 | 131.52 | -1.13 | LNG ahead |
| 2025-07-02 | 105.76 | 131.88 | -1.25 | LNG ahead |
| 2025-07-01 | 107.25 | 129.56 | -0.77 | LNG ahead |
| 2025-06-30 | 107.57 | 133.66 | -1.21 | LNG ahead |
| 2025-06-27 | 106.44 | 131.73 | -1.16 | LNG ahead |
| 2025-06-26 | 106.74 | 132.88 | -1.26 | LNG ahead |
| 2025-06-25 | 106.61 | 129.71 | -0.91 | LNG ahead |
| 2025-06-24 | 109.20 | 131.70 | -0.78 | LNG ahead |
| 2025-06-23 | 109.15 | 127.63 | -0.30 | near the usual relationship |
| 2025-06-20 | 107.19 | 128.96 | -0.75 | LNG ahead |
| 2025-06-18 | 106.37 | 129.02 | -0.88 | LNG ahead |
| 2025-06-17 | 106.31 | 129.53 | -0.96 | LNG ahead |
| 2025-06-16 | 106.13 | 128.22 | -0.83 | LNG ahead |
| 2025-06-13 | 106.79 | 130.82 | -1.06 | LNG ahead |
| 2025-06-12 | 107.84 | 129.01 | -0.70 | LNG ahead |
| 2025-06-11 | 106.43 | 128.99 | -0.90 | LNG ahead |
| 2025-06-10 | 106.78 | 126.32 | -0.53 | LNG ahead |
| 2025-06-09 | 106.08 | 125.57 | -0.55 | LNG ahead |
| 2025-06-06 | 106.23 | 133.43 | -1.48 | LNG ahead |
| 2025-06-05 | 106.35 | 133.87 | -1.53 | LNG ahead |
| 2025-06-04 | 106.21 | 132.22 | -1.37 | LNG ahead |
| 2025-06-03 | 107.92 | 134.11 | -1.35 | LNG ahead |
| 2025-06-02 | 107.94 | 133.50 | -1.29 | LNG ahead |
| 2025-05-30 | 107.97 | 130.08 | -0.88 | LNG ahead |
| 2025-05-29 | 107.73 | 127.24 | -0.57 | LNG ahead |
| 2025-05-28 | 107.30 | 128.23 | -0.76 | LNG ahead |
| 2025-05-27 | 109.23 | 127.15 | -0.36 | near the usual relationship |
| 2025-05-23 | 109.79 | 125.76 | -0.11 | near the usual relationship |
| 2025-05-22 | 108.40 | 125.42 | -0.27 | near the usual relationship |
| 2025-05-21 | 109.56 | 125.86 | -0.16 | near the usual relationship |
| 2025-05-20 | 111.06 | 127.86 | -0.20 | near the usual relationship |
| 2025-05-19 | 111.67 | 128.00 | -0.14 | near the usual relationship |
| 2025-05-16 | 110.07 | 129.02 | -0.49 | near the usual relationship |
| 2025-05-15 | 108.87 | 129.38 | -0.71 | LNG ahead |
| 2025-05-14 | 106.28 | 128.03 | -0.93 | LNG ahead |
| 2025-05-13 | 107.26 | 127.73 | -0.76 | LNG ahead |
| 2025-05-12 | 108.36 | 126.51 | -0.46 | near the usual relationship |
| 2025-05-09 | 111.59 | 128.33 | -0.23 | near the usual relationship |
| 2025-05-08 | 112.56 | 130.25 | -0.33 | near the usual relationship |
| 2025-05-07 | 113.54 | 131.05 | -0.30 | near the usual relationship |
| 2025-05-06 | 113.05 | 128.69 | -0.09 | near the usual relationship |
| 2025-05-05 | 112.66 | 129.27 | -0.22 | near the usual relationship |
| 2025-05-02 | 112.73 | 129.42 | -0.23 | near the usual relationship |
| 2025-05-01 | 111.81 | 126.51 | -0.02 | near the usual relationship |
| 2025-04-30 | 112.12 | 126.85 | -0.02 | near the usual relationship |
| 2025-04-29 | 111.47 | 130.54 | -0.54 | LNG ahead |
| 2025-04-28 | 110.80 | 130.41 | -0.62 | LNG ahead |
| 2025-04-25 | 110.39 | 127.99 | -0.40 | near the usual relationship |
| 2025-04-24 | 111.45 | 127.49 | -0.20 | near the usual relationship |
| 2025-04-23 | 111.40 | 125.19 | +0.06 | near the usual relationship |
| 2025-04-22 | 111.76 | 126.13 | -0.01 | near the usual relationship |
| 2025-04-21 | 109.27 | 122.59 | +0.08 | near the usual relationship |
| 2025-04-17 | 109.97 | 127.04 | -0.36 | near the usual relationship |
| 2025-04-16 | 109.11 | 124.84 | -0.22 | near the usual relationship |
| 2025-04-15 | 109.08 | 124.57 | -0.19 | near the usual relationship |
| 2025-04-14 | 108.18 | 121.66 | +0.03 | near the usual relationship |
| 2025-04-11 | 105.74 | 120.92 | -0.22 | near the usual relationship |
| 2025-04-10 | 104.21 | 116.82 | +0.07 | near the usual relationship |
| 2025-04-09 | 103.93 | 119.56 | -0.32 | near the usual relationship |
| 2025-04-08 | 102.51 | 112.61 | +0.36 | near the usual relationship |
| 2025-04-07 | 101.26 | 110.98 | +0.39 | near the usual relationship |
| 2025-04-04 | 103.18 | 108.27 | +1.04 | ATO ahead |
| 2025-04-03 | 108.40 | 120.79 | +0.15 | near the usual relationship |
| 2025-04-02 | 108.34 | 128.78 | -0.81 | LNG ahead |
| 2025-04-01 | 108.15 | 126.76 | -0.61 | LNG ahead |
| 2025-03-31 | 107.90 | 127.01 | -0.68 | LNG ahead |
| 2025-03-28 | 106.42 | 124.17 | -0.55 | LNG ahead |
| 2025-03-27 | 105.36 | 124.48 | -0.74 | LNG ahead |
| 2025-03-26 | 104.82 | 127.59 | -1.19 | LNG ahead |
| 2025-03-25 | 103.55 | 127.34 | -1.35 | LNG ahead |
| 2025-03-24 | 104.45 | 128.21 | -1.34 | LNG ahead |
| 2025-03-21 | 103.75 | 124.50 | -1.01 | LNG ahead |
| 2025-03-20 | 105.28 | 126.37 | -1.02 | LNG ahead |
| 2025-03-19 | 105.23 | 124.74 | -0.84 | LNG ahead |
| 2025-03-18 | 105.10 | 122.97 | -0.65 | LNG ahead |
| 2025-03-17 | 105.74 | 122.14 | -0.46 | near the usual relationship |
| 2025-03-14 | 104.63 | 119.95 | -0.35 | near the usual relationship |
| 2025-03-13 | 102.63 | 116.12 | -0.16 | near the usual relationship |
| 2025-03-12 | 102.72 | 118.10 | -0.40 | near the usual relationship |
| 2025-03-11 | 103.77 | 116.02 | +0.01 | near the usual relationship |
| 2025-03-10 | 104.65 | 117.68 | -0.08 | near the usual relationship |
| 2025-03-07 | 103.73 | 120.86 | -0.61 | LNG ahead |
| 2025-03-06 | 102.16 | 118.23 | -0.52 | LNG ahead |
| 2025-03-05 | 103.41 | 119.41 | -0.49 | near the usual relationship |
| 2025-03-04 | 104.53 | 120.74 | -0.50 | LNG ahead |
| 2025-03-03 | 107.24 | 121.22 | -0.18 | near the usual relationship |
| 2025-02-28 | 106.19 | 125.45 | -0.84 | LNG ahead |
| 2025-02-27 | 104.45 | 120.71 | -0.52 | LNG ahead |
| 2025-02-26 | 104.70 | 120.20 | -0.42 | near the usual relationship |
| 2025-02-25 | 104.98 | 118.58 | -0.18 | near the usual relationship |
| 2025-02-24 | 104.87 | 120.63 | -0.45 | near the usual relationship |
| 2025-02-21 | 104.63 | 121.39 | -0.58 | LNG ahead |
| 2025-02-20 | 103.04 | 124.55 | -1.20 | LNG ahead |
| 2025-02-19 | 103.73 | 120.10 | -0.56 | LNG ahead |
| 2025-02-18 | 103.35 | 118.37 | -0.40 | near the usual relationship |
| 2025-02-14 | 102.27 | 117.20 | -0.41 | near the usual relationship |
| 2025-02-13 | 103.29 | 115.26 | -0.02 | near the usual relationship |
| 2025-02-12 | 102.15 | 114.89 | -0.14 | near the usual relationship |
| 2025-02-11 | 101.26 | 120.31 | -0.96 | LNG ahead |
| 2025-02-10 | 99.32 | 121.58 | -1.41 | LNG ahead |
| 2025-02-07 | 99.47 | 119.36 | -1.12 | LNG ahead |
| 2025-02-06 | 99.90 | 120.00 | -1.14 | LNG ahead |
| 2025-02-05 | 101.26 | 126.57 | -1.76 | LNG ahead |
| 2025-02-04 | 99.40 | 125.15 | -1.89 | LNG ahead |
| 2025-02-03 | 100.10 | 126.00 | -1.91 | LNG ahead |
| 2025-01-31 | 99.48 | 122.76 | -1.61 | LNG ahead |
| 2025-01-30 | 99.62 | 126.35 | -2.06 | LNG ahead |
| 2025-01-29 | 98.44 | 125.17 | -2.12 | LNG ahead |
| 2025-01-28 | 98.74 | 124.30 | -1.98 | LNG ahead |
| 2025-01-27 | 99.71 | 123.20 | -1.70 | LNG ahead |
| 2025-01-24 | 97.38 | 127.26 | -2.63 | LNG ahead |
| 2025-01-23 | 97.42 | 128.60 | -2.85 | LNG ahead |
| 2025-01-22 | 98.90 | 128.09 | -2.58 | LNG ahead |
| 2025-01-21 | 101.54 | 137.02 | -3.34 | LNG ahead |
| 2025-01-17 | 101.47 | 138.73 | -3.66 | LNG ahead |
| 2025-01-16 | 101.17 | 139.23 | -3.90 | LNG ahead |
| 2025-01-15 | 98.48 | 134.96 | -3.96 | LNG ahead |
| 2025-01-14 | 98.23 | 133.43 | -3.92 | LNG ahead |
| 2025-01-13 | 96.51 | 125.93 | -3.24 | LNG ahead |
| 2025-01-10 | 95.66 | 123.62 | -3.13 | LNG ahead |
| 2025-01-08 | 97.39 | 123.60 | -2.83 | LNG ahead |
| 2025-01-07 | 95.37 | 122.68 | -3.17 | LNG ahead |
| 2025-01-06 | 95.29 | 122.90 | -3.30 | LNG ahead |
| 2025-01-03 | 96.88 | 122.11 | -2.88 | LNG ahead |
| 2025-01-02 | 96.53 | 121.08 | -2.82 | LNG ahead |
| 2024-12-31 | 97.21 | 117.94 | -2.12 | LNG ahead |
| 2024-12-30 | 96.98 | 116.95 | -2.01 | LNG ahead |
| 2024-12-27 | 97.28 | 115.53 | -1.69 | LNG ahead |
| 2024-12-26 | 97.72 | 115.41 | -1.57 | LNG ahead |
| 2024-12-24 | 97.77 | 115.53 | -1.58 | LNG ahead |
| 2024-12-23 | 97.17 | 114.92 | -1.60 | LNG ahead |
| 2024-12-20 | 97.51 | 114.66 | -1.47 | LNG ahead |
| 2024-12-19 | 96.31 | 113.04 | -1.43 | LNG ahead |
| 2024-12-18 | 95.22 | 113.43 | -1.75 | LNG ahead |
| 2024-12-17 | 98.69 | 115.64 | -1.39 | LNG ahead |
| 2024-12-16 | 98.04 | 115.56 | -1.52 | LNG ahead |
| 2024-12-13 | 98.13 | 116.94 | -1.77 | LNG ahead |
| 2024-12-12 | 97.88 | 117.81 | -2.00 | LNG ahead |
| 2024-12-11 | 97.75 | 118.12 | -2.09 | LNG ahead |
| 2024-12-10 | 98.50 | 116.82 | -1.66 | LNG ahead |
| 2024-12-09 | 98.46 | 117.62 | -1.83 | LNG ahead |
| 2024-12-06 | 99.09 | 121.81 | -2.47 | LNG ahead |
| 2024-12-05 | 99.85 | 124.00 | -2.73 | LNG ahead |
| 2024-12-04 | 100.52 | 122.79 | -2.38 | LNG ahead |
| 2024-12-03 | 101.93 | 122.46 | -1.98 | LNG ahead |
| 2024-12-02 | 103.70 | 122.16 | -1.52 | LNG ahead |
| 2024-11-29 | 105.63 | 122.95 | -1.23 | LNG ahead |
| 2024-11-27 | 105.70 | 121.72 | -0.98 | LNG ahead |
| 2024-11-26 | 104.94 | 121.80 | -1.13 | LNG ahead |
| 2024-11-25 | 104.83 | 119.78 | -0.78 | LNG ahead |
| 2024-11-22 | 104.74 | 122.18 | -1.19 | LNG ahead |
| 2024-11-21 | 104.89 | 123.49 | -1.37 | LNG ahead |
| 2024-11-20 | 102.76 | 121.10 | -1.38 | LNG ahead |
| 2024-11-19 | 102.46 | 120.78 | -1.38 | LNG ahead |
| 2024-11-18 | 102.59 | 117.87 | -0.86 | LNG ahead |
| 2024-11-15 | 101.14 | 116.53 | -0.91 | LNG ahead |
| 2024-11-14 | 100.75 | 115.69 | -0.84 | LNG ahead |
| 2024-11-13 | 102.27 | 115.26 | -0.45 | near the usual relationship |
| 2024-11-12 | 102.48 | 117.50 | -0.79 | LNG ahead |
| 2024-11-11 | 101.99 | 117.94 | -0.95 | LNG ahead |
| 2024-11-08 | 100.65 | 112.89 | -0.34 | near the usual relationship |
| 2024-11-07 | 98.73 | 110.87 | -0.35 | near the usual relationship |
| 2024-11-06 | 96.94 | 108.63 | -0.30 | near the usual relationship |
| 2024-11-05 | 96.31 | 105.70 | +0.10 | near the usual relationship |
| 2024-11-04 | 96.10 | 103.61 | +0.45 | near the usual relationship |
| 2024-11-01 | 96.61 | 102.94 | +0.68 | ATO ahead |
| 2024-10-31 | 96.87 | 105.04 | +0.36 | near the usual relationship |
| 2024-10-30 | 97.46 | 99.85 | +1.42 | ATO ahead |
| 2024-10-29 | 98.04 | 100.19 | +1.48 | ATO ahead |
| 2024-10-28 | 98.76 | 100.76 | +1.52 | ATO ahead |
| 2024-10-25 | 98.23 | 101.50 | +1.29 | ATO ahead |
| 2024-10-24 | 99.59 | 102.29 | +1.41 | ATO ahead |
| 2024-10-23 | 99.90 | 100.37 | +1.83 | ATO ahead |
| 2024-10-22 | 99.06 | 100.11 | +1.73 | ATO ahead |
| 2024-10-21 | 99.27 | 99.39 | +1.92 | ATO ahead |
| 2024-10-18 | 100.00 | 100.00 | +1.95 | ATO ahead |
One-day company-specific moves (4+ standard deviations, which block ideas for 10 sessions): Oct 31, 2024 (ATO -0.6%, LNG +5.2%); Jul 21, 2025 (ATO +1.0%, LNG -7.3%). Upcoming earnings: LNG Oct 29, 2026 (pre-market); ATO Nov 4, 2026 (after-hours).
Paired trades
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.
The companies
ATO and LNG at a glance
ATO Atmos Energy Corporation
- Listing
- NYSE · SEC CIK 731802
- Industry
- Oil/Gas Transmission · SIC 4924 Natural Gas Distribution
- Market value
- $27.8B
- Price history
- 2,521 daily closes, Oct 12, 2016 to Oct 22, 2026
LNG Cheniere Energy Inc.
- Listing
- NYSE · SEC CIK 3570
- Industry
- Oil/Gas Transmission · SIC 4924 Natural Gas Distribution
- Market value
- $59.2B
- Price history
- 2,520 daily closes, Oct 12, 2016 to Oct 22, 2026
Daily prices: Nasdaq.com. Filings and industry codes: SEC EDGAR. Earnings dates: Nasdaq earnings calendar.
Related
All pairs →Other rivals of ATO and LNG
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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.
