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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 | |
 | Chainmail | 28 | 51.85% | 100.0 | 71.43% | +48.35% | +14.28% | 0.00% | -2.23% | 31:00 | 21:12 | 27:15 | 30:48 | 33:39 | 45:02 | 06:24 | 04:44 |
 | Assault Cuirass | 27 | 50.00% | 97.4 | 70.37% | +44.44% | +15.34% | -13.23% | -4.44% | 32:46 | 23:09 | 29:22 | 32:30 | 35:48 | 47:23 | 06:26 | 04:45 |
 | Echo Sabre | 26 | 48.15% | 94.7 | 57.69% | +18.40% | +42.31% | -24.36% | -15.56% | 17:47 | 13:32 | 15:15 | 16:55 | 19:32 | 25:26 | 04:17 | 03:10 |
 | Quelling Blade | 51 | 94.44% | 92.1 | 50.98% | +50.98% | -12.52% | +2.87% | 8.63% | 02:19 | -01:28 | 00:54 | 01:08 | 02:41 | 11:57 | 01:47 | 01:19 |
 | Phase Boots | 54 | 100.00% | 89.5 | 48.15% | +48.15% | -5.29% | -9.69% | -3.03% | 04:57 | 03:02 | 03:51 | 04:16 | 05:18 | 13:31 | 01:27 | 01:04 |
 | Boots of Speed | 54 | 100.00% | 86.8 | 48.15% | +48.15% | -19.58% | +5.70% | 25.28% | 02:11 | -01:27 | 01:41 | 01:58 | 02:41 | 06:56 | 01:00 | 00:44 |
 | Stout Shield | 53 | 98.15% | 84.2 | 47.17% | -52.83% | -8.71% | +6.68% | 15.39% | 00:05 | -01:30 | -01:28 | -01:27 | -01:25 | 1:08:27 | 00:03 | 00:02 |
 | Armlet of Mordiggian | 53 | 98.15% | 81.6 | 47.17% | -52.83% | -1.02% | -8.71% | -2.68% | 11:11 | 08:41 | 09:36 | 10:21 | 12:28 | 16:56 | 02:52 | 02:07 |
 | Helm of Iron Will | 53 | 98.15% | 78.9 | 47.17% | -52.83% | +29.75% | -1.02% | -12.65% | 07:59 | 05:26 | 06:25 | 07:39 | 08:51 | 16:23 | 02:26 | 01:48 |
 | Sange and Yasha | 15 | 27.78% | 76.3 | 60.00% | +16.41% | -35.00% | -10.00% | 5.05% | 22:26 | 17:47 | 19:12 | 21:59 | 24:09 | 31:21 | 04:57 | 03:40 |
 | Yasha | 15 | 27.78% | 73.7 | 60.00% | +16.41% | -35.00% | +15.00% | 30.00% | 20:07 | 15:08 | 18:31 | 19:33 | 20:11 | 25:23 | 01:40 | 01:14 |
 | Blight Stone | 44 | 81.48% | 71.1 | 45.45% | -14.55% | 0.00% | -27.27% | -2.24% | 11:24 | -01:18 | 04:18 | 11:08 | 16:28 | 32:43 | 12:10 | 09:00 |
 | Desolator | 39 | 72.22% | 68.4 | 46.15% | -7.18% | +23.85% | -26.15% | -9.35% | 22:04 | 16:02 | 19:04 | 22:13 | 24:25 | 32:43 | 05:21 | 03:57 |
 | Sange | 16 | 29.63% | 65.8 | 56.25% | +11.51% | -31.25% | -31.25% | 0.00% | 20:37 | 14:07 | 16:17 | 20:15 | 22:59 | 30:58 | 06:42 | 04:57 |
 | Magic Wand | 13 | 24.07% | 63.2 | 53.85% | +7.51% | +12.82% | +12.82% | 0.00% | 06:50 | 01:54 | 04:40 | 07:13 | 08:50 | 11:07 | 04:10 | 03:05 |
 | Abyssal Blade | 6 | 11.11% | 60.5 | 66.67% | +20.84% | +33.33% | +33.33% | 0.00% | 53:58 | 45:27 | 48:06 | 49:06 | 56:31 | 1:09:04 | 08:25 | 06:14 |
 | Magic Stick | 20 | 37.04% | 57.9 | 45.00% | -5.00% | +15.00% | -25.00% | -10.71% | 05:41 | 01:11 | 03:29 | 04:58 | 07:13 | 12:02 | 03:44 | 02:45 |
 | Blink Dagger | 2 | 3.70% | 55.3 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 31:56 | 27:11 | 27:11 | 36:40 | 36:40 | 36:40 | 09:29 | 07:01 |
 | Vanguard | 7 | 12.96% | 52.6 | 57.14% | +10.33% | -7.14% | +42.86% | 0.00% | 50:15 | 31:02 | 45:27 | 48:05 | 54:02 | 1:08:56 | 08:35 | 06:21 |
 | Ring of Protection | 7 | 12.96% | 50.0 | 57.14% | +10.33% | -7.14% | -7.14% | 0.00% | 00:10 | -01:28 | -01:24 | -01:20 | -01:18 | 05:03 | 00:06 | 00:04 |
 | Skull Basher | 10 | 18.52% | 47.4 | 50.00% | +2.27% | -50.00% | +50.00% | 7.32% | 37:00 | 28:04 | 28:48 | 35:42 | 42:28 | 55:30 | 13:40 | 10:07 |
 | Javelin | 14 | 25.93% | 44.7 | 42.86% | -7.14% | -17.86% | +23.81% | 3.13% | 36:14 | 21:24 | 28:48 | 36:27 | 42:07 | 55:30 | 13:19 | 09:51 |
 | Ring of Health | 8 | 14.81% | 42.1 | 50.00% | +2.17% | -50.00% | +50.00% | 5.75% | 48:11 | 30:27 | 36:20 | 47:21 | 53:43 | 1:08:27 | 17:23 | 12:52 |
 | Iron Talon | 5 | 9.26% | 39.5 | 60.00% | +13.06% | +40.00% | -60.00% | 0.00% | 00:58 | -01:28 | -01:28 | -01:18 | 03:06 | 05:49 | 04:34 | 03:22 |
 | Monkey King Bar | 6 | 11.11% | 36.8 | 50.00% | +2.08% | 0.00% | +50.00% | 0.00% | 40:28 | 24:10 | 34:33 | 38:31 | 42:26 | 1:02:15 | 07:53 | 05:50 |
 | Black King Bar | 3 | 5.56% | 34.2 | 66.67% | +19.61% | +33.33% | 0.00% | 0.00% | 33:27 | 30:31 | 30:31 | 30:33 | 39:16 | 39:16 | 08:45 | 06:28 |
 | Mjollnir | 4 | 7.41% | 31.6 | 50.00% | +2.00% | +50.00% | -50.00% | 0.00% | 37:00 | 25:03 | 25:03 | 35:24 | 36:13 | 51:18 | 11:10 | 08:16 |
 | Void Stone | 1 | 1.85% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:29 | 14:29 | 14:29 | 14:29 | 14:29 | 14:29 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.85% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.85% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:55 | 41:55 | 41:55 | 41:55 | 41:55 | 41:55 | 00:00 | 00:00 |
 | Radiance | 1 | 1.85% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:53 | 20:53 | 20:53 | 20:53 | 20:53 | 20:53 | 00:00 | 00:00 |
 | Maelstrom | 5 | 9.26% | 18.4 | 40.00% | -8.98% | +60.00% | -40.00% | 0.00% | 31:26 | 17:48 | 17:48 | 31:38 | 35:04 | 47:48 | 17:16 | 12:47 |
 | Ring of Basilius | 2 | 3.70% | 15.8 | 50.00% | +1.92% | -50.00% | 0.00% | 0.00% | 03:17 | 03:07 | 03:07 | 03:26 | 03:26 | 03:26 | 00:19 | 00:14 |
 | Heart of Tarrasque | 2 | 3.70% | 13.2 | 50.00% | +1.92% | +50.00% | 0.00% | 0.00% | 30:24 | 26:27 | 26:27 | 34:20 | 34:20 | 34:20 | 07:53 | 05:50 |
 | Wind Lace | 2 | 3.70% | 10.5 | 50.00% | +1.92% | -50.00% | 0.00% | 0.00% | 03:07 | -01:26 | -01:26 | 07:40 | 07:40 | 07:40 | 09:06 | 06:44 |
 | Poor Man's Shield | 3 | 5.56% | 7.9 | 33.33% | -15.69% | -33.33% | 0.00% | 0.00% | 01:20 | 00:53 | 00:53 | 01:13 | 01:54 | 01:54 | 01:01 | 00:45 |
 | Hand of Midas | 3 | 5.56% | 5.3 | 33.33% | -15.69% | -33.33% | 0.00% | 0.00% | 09:33 | 05:53 | 05:53 | 07:20 | 15:25 | 15:25 | 09:32 | 07:03 |
 | Orb of Venom | 3 | 5.56% | 2.6 | 0.00% | -50.98% | 0.00% | 0.00% | 0.00% | 02:54 | 02:30 | 02:30 | 02:32 | 03:40 | 03:40 | 01:10 | 00:51 |