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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 | |
 | Guardian Greaves | 37 | 66.07% | 100.0 | 64.86% | +43.81% | -9.30% | +24.03% | 4.89% | 26:22 | 18:09 | 22:25 | 26:01 | 29:14 | 38:32 | 06:49 | 05:02 |
 | Pipe of Insight | 25 | 44.64% | 97.4 | 68.00% | +32.52% | +15.33% | -1.33% | -2.71% | 22:58 | 15:59 | 18:15 | 21:25 | 24:24 | 40:12 | 06:09 | 04:33 |
 | Hood of Defiance | 28 | 50.00% | 94.9 | 64.29% | +28.58% | +7.14% | -7.15% | -1.73% | 18:45 | 08:08 | 13:06 | 18:39 | 21:23 | 37:53 | 08:17 | 06:08 |
 | Ring of Health | 40 | 71.43% | 92.3 | 57.50% | +26.25% | +12.50% | +2.50% | -0.94% | 21:19 | 05:29 | 15:43 | 20:08 | 26:20 | 44:10 | 10:37 | 07:51 |
 | Magic Wand | 19 | 33.93% | 89.7 | 63.16% | +19.92% | +16.84% | -23.16% | -4.30% | 14:40 | 06:22 | 08:27 | 11:59 | 17:45 | 39:26 | 09:18 | 06:53 |
 | Magic Stick | 32 | 57.14% | 87.2 | 56.25% | +14.58% | -18.75% | +6.25% | 3.75% | 10:58 | 00:41 | 06:21 | 08:30 | 13:01 | 39:26 | 06:40 | 04:56 |
 | Arcane Boots | 55 | 98.21% | 84.6 | 50.91% | +50.91% | -15.20% | -8.05% | 2.88% | 10:15 | 05:30 | 08:10 | 09:34 | 10:39 | 26:02 | 02:29 | 01:50 |
 | Headdress | 55 | 98.21% | 82.1 | 50.91% | +50.91% | -0.91% | +6.23% | 1.67% | 13:20 | 07:14 | 10:57 | 12:41 | 15:14 | 23:58 | 04:17 | 03:10 |
 | Vanguard | 6 | 10.71% | 79.5 | 83.33% | +37.33% | +16.67% | +16.67% | 0.00% | 29:39 | 22:43 | 25:31 | 26:11 | 35:08 | 37:24 | 09:37 | 07:07 |
 | Crimson Guard | 6 | 10.71% | 76.9 | 83.33% | +37.33% | +16.67% | +16.67% | 0.00% | 31:15 | 26:11 | 27:08 | 28:34 | 35:43 | 39:01 | 08:35 | 06:21 |
 | Chainmail | 51 | 91.07% | 74.4 | 50.98% | +10.98% | -4.83% | +2.87% | 2.18% | 14:24 | 07:42 | 11:45 | 12:45 | 15:17 | 29:19 | 03:32 | 02:37 |
 | Buckler | 51 | 91.07% | 71.8 | 50.98% | +10.98% | -20.21% | +10.56% | 9.23% | 15:11 | 07:42 | 12:24 | 14:09 | 15:44 | 29:20 | 03:20 | 02:28 |
 | Boots of Speed | 56 | 100.00% | 69.2 | 50.00% | +50.00% | -7.14% | 0.00% | 3.04% | 06:15 | 02:07 | 04:43 | 05:38 | 07:04 | 14:22 | 02:21 | 01:44 |
 | Mekansm | 49 | 87.50% | 66.7 | 51.02% | +8.16% | -1.02% | +7.31% | 2.56% | 17:02 | 11:40 | 14:50 | 15:54 | 18:05 | 29:26 | 03:15 | 02:24 |
 | Soul Ring | 55 | 98.21% | 64.1 | 49.09% | -50.91% | +15.20% | -6.23% | -12.25% | 03:58 | 01:50 | 03:01 | 03:43 | 04:46 | 07:51 | 01:45 | 01:17 |
 | Void Stone | 14 | 25.00% | 61.5 | 64.29% | +19.05% | -14.29% | +35.71% | 3.53% | 40:43 | 17:12 | 35:29 | 38:56 | 49:38 | 59:08 | 14:09 | 10:28 |
 | Stout Shield | 51 | 91.07% | 59.0 | 49.02% | -10.98% | -10.56% | +4.83% | 0.00% | -01:02 | -01:29 | -01:29 | -01:29 | -01:29 | 04:44 | 00:00 | 00:00 |
 | Scythe of Vyse | 3 | 5.36% | 56.4 | 100.00% | +52.83% | 0.00% | 0.00% | 0.00% | 49:54 | 44:58 | 44:58 | 51:17 | 53:28 | 53:28 | 08:30 | 06:17 |
 | Ring of Protection | 7 | 12.50% | 53.8 | 71.43% | +24.49% | +28.57% | +28.57% | 0.00% | 11:01 | -01:25 | -00:37 | 02:11 | 02:28 | 1:10:40 | 03:05 | 02:17 |
 | Blink Dagger | 34 | 60.71% | 51.3 | 47.06% | -7.49% | -2.62% | +15.44% | 1.95% | 26:40 | 19:03 | 21:53 | 24:27 | 31:08 | 48:14 | 09:15 | 06:51 |
 | Iron Talon | 5 | 8.93% | 48.7 | 80.00% | +32.94% | +20.00% | +20.00% | 0.00% | 00:47 | -01:25 | -01:25 | -00:25 | 02:11 | 04:12 | 03:36 | 02:40 |
 | Force Staff | 10 | 17.86% | 46.2 | 60.00% | +12.17% | +6.67% | -10.00% | -1.68% | 31:08 | 23:12 | 23:40 | 29:15 | 33:37 | 48:06 | 09:57 | 07:22 |
 | Quelling Blade | 8 | 14.29% | 43.6 | 62.50% | +14.58% | +37.50% | +37.50% | 0.00% | 01:01 | -01:25 | -00:37 | 00:58 | 01:48 | 04:12 | 02:25 | 01:47 |
 | Lotus Orb | 9 | 16.07% | 41.0 | 55.56% | +6.62% | -55.56% | +44.44% | 10.79% | 41:12 | 25:59 | 35:44 | 38:38 | 45:00 | 59:08 | 09:16 | 06:51 |
 | Echo Sabre | 4 | 7.14% | 38.5 | 75.00% | +26.92% | +25.00% | +25.00% | 0.00% | 31:54 | 25:48 | 25:48 | 29:36 | 35:11 | 37:02 | 09:23 | 06:57 |
 | Blight Stone | 2 | 3.57% | 35.9 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 28:51 | 16:00 | 16:00 | 41:41 | 41:41 | 41:41 | 25:41 | 19:01 |
 | Medallion of Courage | 2 | 3.57% | 33.3 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 31:57 | 22:13 | 22:13 | 41:41 | 41:41 | 41:41 | 19:28 | 14:25 |
 | Solar Crest | 2 | 3.57% | 30.8 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 32:42 | 22:13 | 22:13 | 43:10 | 43:10 | 43:10 | 20:57 | 15:31 |
 | Black King Bar | 4 | 7.14% | 28.2 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 39:54 | 36:29 | 36:29 | 39:15 | 39:34 | 44:17 | 03:05 | 02:17 |
 | Linken's Sphere | 1 | 1.79% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.79% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:40 | 1:10:40 | 1:10:40 | 1:10:40 | 1:10:40 | 1:10:40 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.79% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:40 | 1:10:40 | 1:10:40 | 1:10:40 | 1:10:40 | 1:10:40 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.79% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.79% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.79% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:40 | 1:10:40 | 1:10:40 | 1:10:40 | 1:10:40 | 1:10:40 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 3.57% | 10.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 30:52 | 29:36 | 29:36 | 32:08 | 32:08 | 32:08 | 02:32 | 01:52 |
 | Sange | 2 | 3.57% | 7.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 29:06 | 28:55 | 28:55 | 29:16 | 29:16 | 29:16 | 00:21 | 00:15 |
 | Bottle | 2 | 3.57% | 5.1 | 0.00% | -51.85% | 0.00% | 0.00% | 0.00% | 03:38 | 02:31 | 02:31 | 04:44 | 04:44 | 04:44 | 02:13 | 01:38 |
 | Glimmer Cape | 1 | 1.79% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 00:00 | 00:00 |