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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Ring of Health | 18 | 27.69% | 100.0 | 83.33% | +45.03% | -3.33% | -8.33% | -0.24% | 29:28 | 10:09 | 19:20 | 24:31 | 40:29 | 1:17:48 | 21:09 | 15:40 |
 | Hood of Defiance | 10 | 15.38% | 97.9 | 90.00% | +46.36% | +10.00% | -40.00% | -5.77% | 23:53 | 12:53 | 17:33 | 24:32 | 26:13 | 38:54 | 08:40 | 06:25 |
 | Pipe of Insight | 9 | 13.85% | 95.7 | 88.89% | +44.25% | +11.11% | -38.89% | -4.80% | 29:11 | 17:31 | 20:49 | 26:55 | 31:14 | 45:09 | 10:25 | 07:42 |
 | Headdress | 16 | 24.62% | 93.6 | 75.00% | +32.14% | 0.00% | -25.00% | -1.37% | 31:54 | 14:44 | 20:36 | 27:10 | 38:54 | 1:02:57 | 18:18 | 13:33 |
 | Magic Stick | 49 | 75.38% | 91.5 | 57.14% | +25.89% | +1.19% | -7.14% | -1.22% | 07:47 | 02:05 | 04:18 | 07:29 | 11:07 | 19:30 | 06:49 | 05:02 |
 | Magic Wand | 35 | 53.85% | 89.4 | 60.00% | +20.00% | +6.67% | -26.67% | -6.78% | 10:44 | 04:16 | 07:51 | 09:59 | 12:46 | 19:39 | 04:55 | 03:38 |
 | Force Staff | 20 | 30.77% | 87.2 | 65.00% | +20.56% | +15.00% | +15.00% | 0.00% | 29:14 | 18:25 | 22:37 | 27:11 | 30:44 | 52:08 | 08:07 | 06:00 |
 | Flying Courier | 22 | 33.85% | 85.1 | 63.64% | +19.45% | -13.64% | -3.64% | 10.00% | 03:30 | 03:00 | 03:06 | 03:18 | 03:46 | 04:49 | 00:40 | 00:29 |
 | Void Stone | 36 | 55.38% | 83.0 | 58.33% | +16.95% | -2.77% | +8.34% | 0.61% | 28:50 | 11:48 | 18:51 | 25:48 | 37:07 | 1:12:08 | 18:16 | 13:31 |
 | Boots of Speed | 65 | 100.00% | 80.9 | 50.77% | +50.77% | +17.98% | +11.73% | -4.41% | 00:27 | -01:30 | -01:28 | -01:26 | 02:53 | 10:30 | 04:21 | 03:13 |
 | Tranquil Boots | 63 | 96.92% | 78.7 | 50.79% | +0.79% | -0.79% | -7.04% | -1.26% | 10:10 | 01:36 | 07:01 | 10:10 | 11:59 | 23:20 | 04:58 | 03:40 |
 | Ring of Protection | 63 | 96.92% | 76.6 | 50.79% | +0.79% | -0.79% | -0.79% | 0.00% | 08:50 | -01:27 | 05:02 | 08:53 | 11:16 | 22:28 | 06:14 | 04:37 |
 | Wind Lace | 57 | 87.69% | 74.5 | 50.88% | +0.88% | +13.41% | -15.17% | -2.25% | 09:26 | -01:28 | 03:02 | 08:07 | 15:43 | 32:24 | 12:41 | 09:23 |
 | Glimmer Cape | 6 | 9.23% | 72.3 | 83.33% | +35.87% | +16.67% | +16.67% | 0.00% | 33:45 | 24:46 | 25:03 | 33:56 | 36:20 | 47:10 | 11:17 | 08:21 |
 | Morbid Mask | 8 | 12.31% | 70.2 | 75.00% | +27.63% | +25.00% | -25.00% | -3.10% | 41:35 | 28:20 | 29:01 | 39:15 | 45:08 | 1:02:57 | 16:07 | 11:56 |
 | Ring of Basilius | 8 | 12.31% | 68.1 | 75.00% | +27.63% | +25.00% | -25.00% | -3.10% | 41:02 | 28:20 | 29:01 | 37:52 | 45:08 | 1:02:57 | 16:07 | 11:56 |
 | Vladmir's Offering | 8 | 12.31% | 66.0 | 75.00% | +27.63% | +25.00% | -25.00% | -3.24% | 41:51 | 28:20 | 29:43 | 39:15 | 45:08 | 1:02:57 | 15:25 | 11:25 |
 | Eul's Scepter of Divinity | 27 | 41.54% | 63.8 | 55.56% | +8.19% | -12.70% | +30.15% | 3.32% | 28:51 | 17:28 | 20:17 | 26:15 | 33:11 | 55:37 | 12:54 | 09:33 |
 | Soul Ring | 58 | 89.23% | 61.7 | 48.28% | -23.15% | -1.61% | -12.57% | -2.04% | 10:43 | 04:40 | 07:41 | 10:13 | 13:03 | 21:37 | 05:22 | 03:58 |
 | Lotus Orb | 3 | 4.62% | 59.6 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 56:43 | 41:30 | 41:30 | 50:14 | 1:18:26 | 1:18:26 | 36:56 | 27:21 |
 | Chainmail | 10 | 15.38% | 57.4 | 60.00% | +10.91% | +6.67% | +40.00% | 2.36% | 23:40 | 13:27 | 17:38 | 19:36 | 31:45 | 39:25 | 14:07 | 10:27 |
 | Bracer | 8 | 12.31% | 55.3 | 62.50% | +13.38% | -12.50% | -62.50% | -3.15% | 19:58 | 05:52 | 11:55 | 14:14 | 27:47 | 36:58 | 15:52 | 11:45 |
 | Solar Crest | 6 | 9.23% | 53.2 | 66.67% | +17.52% | -16.67% | +33.33% | 0.00% | 32:19 | 21:07 | 28:48 | 31:42 | 39:58 | 40:10 | 11:10 | 08:16 |
 | Blight Stone | 6 | 9.23% | 51.1 | 66.67% | +17.52% | -16.67% | +33.33% | 0.00% | 27:43 | 16:22 | 20:16 | 27:12 | 32:32 | 39:25 | 12:16 | 09:05 |
 | Hand of Midas | 6 | 9.23% | 48.9 | 66.67% | +17.52% | +33.33% | -66.67% | 0.00% | 22:16 | 16:05 | 19:23 | 20:35 | 24:36 | 31:22 | 05:13 | 03:51 |
 | Medallion of Courage | 6 | 9.23% | 46.8 | 66.67% | +17.52% | -16.67% | +33.33% | 0.00% | 28:05 | 16:22 | 21:15 | 27:12 | 32:32 | 39:25 | 11:17 | 08:21 |
 | Stout Shield | 10 | 15.38% | 44.7 | 50.00% | -0.91% | -16.67% | 0.00% | 16.67% | 01:20 | -01:30 | -01:27 | -01:27 | -01:26 | 20:26 | 00:01 | 00:00 |
 | Drum of Endurance | 7 | 10.77% | 42.6 | 57.14% | +7.14% | +42.86% | -57.14% | -11.61% | 24:46 | 15:14 | 19:19 | 22:45 | 27:56 | 37:13 | 08:37 | 06:22 |
 | Ghost Scepter | 7 | 10.77% | 40.4 | 57.14% | +7.14% | -7.14% | +42.86% | 13.10% | 37:10 | 30:30 | 33:48 | 34:54 | 37:37 | 47:38 | 03:49 | 02:49 |
 | Scythe of Vyse | 5 | 7.69% | 38.3 | 60.00% | +10.00% | +40.00% | -60.00% | 0.00% | 49:52 | 30:36 | 30:36 | 49:13 | 1:03:53 | 1:12:34 | 33:17 | 24:39 |
 | Buckler | 4 | 6.15% | 36.2 | 50.00% | -0.82% | +50.00% | -50.00% | 0.00% | 18:38 | 13:27 | 13:27 | 18:10 | 19:36 | 23:17 | 06:09 | 04:33 |
 | Arcane Boots | 1 | 1.54% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:49 | 02:49 | 02:49 | 02:49 | 02:49 | 02:49 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.54% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:13 | 43:13 | 43:13 | 43:13 | 43:13 | 43:13 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.54% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:25:45 | 1:25:45 | 1:25:45 | 1:25:45 | 1:25:45 | 1:25:45 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.54% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:39 | 45:39 | 45:39 | 45:39 | 45:39 | 45:39 | 00:00 | 00:00 |
 | Crimson Guard | 2 | 3.08% | 25.5 | 50.00% | -0.79% | +50.00% | 0.00% | 0.00% | 22:55 | 22:32 | 22:32 | 23:17 | 23:17 | 23:17 | 00:45 | 00:33 |
 | Mekansm | 2 | 3.08% | 23.4 | 50.00% | -0.79% | -50.00% | 0.00% | 0.00% | 19:24 | 19:11 | 19:11 | 19:36 | 19:36 | 19:36 | 00:25 | 00:18 |
 | Sange | 2 | 3.08% | 21.3 | 50.00% | -0.79% | +50.00% | 0.00% | 0.00% | 52:57 | 49:31 | 49:31 | 56:22 | 56:22 | 56:22 | 06:51 | 05:04 |
 | Vanguard | 2 | 3.08% | 19.1 | 50.00% | -0.79% | -50.00% | 0.00% | 0.00% | 19:37 | 17:40 | 17:40 | 21:33 | 21:33 | 21:33 | 03:53 | 02:52 |
 | Veil of Discord | 3 | 4.62% | 17.0 | 33.33% | -18.28% | -33.33% | 0.00% | 0.00% | 23:35 | 22:53 | 22:53 | 23:33 | 24:20 | 24:20 | 01:27 | 01:04 |
 | Helm of Iron Will | 4 | 6.15% | 14.9 | 25.00% | -27.46% | -25.00% | -25.00% | 0.00% | 21:30 | 19:51 | 19:51 | 20:34 | 22:41 | 22:53 | 02:50 | 02:05 |
 | Null Talisman | 4 | 6.15% | 12.8 | 25.00% | -27.46% | -25.00% | -25.00% | 0.00% | 21:11 | 17:35 | 17:35 | 21:25 | 22:51 | 22:53 | 05:16 | 03:54 |
 | Heaven's Halberd | 1 | 1.54% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:47 | 58:47 | 58:47 | 58:47 | 58:47 | 58:47 | 00:00 | 00:00 |
 | Iron Talon | 1 | 1.54% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -00:45 | -00:45 | -00:45 | -00:45 | -00:45 | -00:45 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.54% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:03 | 03:03 | 03:03 | 03:03 | 03:03 | 03:03 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.54% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:37 | 17:37 | 17:37 | 17:37 | 17:37 | 17:37 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 3.08% | 2.1 | 0.00% | -52.38% | 0.00% | 0.00% | 0.00% | 24:24 | -00:45 | -00:45 | 49:33 | 49:33 | 49:33 | 50:18 | 37:15 |