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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 | |
 | Kaya | 8 | 27.59% | 100.0 | 87.50% | +44.64% | +12.50% | +12.50% | 0.00% | 28:29 | 18:38 | 20:43 | 29:59 | 33:07 | 35:38 | 12:24 | 09:11 |
 | Sange | 8 | 27.59% | 98.0 | 87.50% | +44.64% | -37.50% | +12.50% | 4.26% | 30:54 | 22:32 | 23:14 | 32:25 | 34:59 | 38:07 | 11:45 | 08:42 |
 | Kaya and Sange | 7 | 24.14% | 95.9 | 85.71% | +40.26% | -35.71% | +14.29% | 5.05% | 30:18 | 23:40 | 23:43 | 32:44 | 33:37 | 36:35 | 09:54 | 07:20 |
 | Black King Bar | 20 | 68.97% | 93.9 | 65.00% | +31.67% | -5.00% | -5.00% | 0.00% | 26:58 | 18:56 | 24:05 | 25:42 | 28:35 | 39:22 | 04:30 | 03:20 |
 | Aghanim's Shard | 11 | 37.93% | 91.8 | 72.73% | +28.29% | -6.06% | -6.06% | 0.00% | 24:30 | 20:13 | 20:31 | 24:06 | 26:22 | 29:29 | 05:51 | 04:20 |
 | Magic Wand | 13 | 44.83% | 89.8 | 69.23% | +25.48% | -2.56% | -35.90% | -7.38% | 06:46 | 02:12 | 03:51 | 05:32 | 08:22 | 14:30 | 04:31 | 03:20 |
 | Ring of Protection | 17 | 58.62% | 87.8 | 64.71% | +23.04% | +10.29% | -14.71% | -8.67% | 05:09 | -01:29 | 01:16 | 03:28 | 04:09 | 32:26 | 02:53 | 02:08 |
 | Aghanim's Scepter | 22 | 75.86% | 85.7 | 59.09% | +16.23% | -9.09% | +20.91% | 10.34% | 15:00 | 10:23 | 12:40 | 13:58 | 15:34 | 35:26 | 02:54 | 02:08 |
 | Bottle | 20 | 68.97% | 83.7 | 60.00% | +15.56% | 0.00% | +20.00% | 20.00% | 01:27 | 00:50 | 01:07 | 01:16 | 01:39 | 02:45 | 00:32 | 00:23 |
 | Boots of Speed | 29 | 100.00% | 81.6 | 55.17% | +55.17% | -12.31% | +1.97% | 3.77% | 04:54 | 01:39 | 02:46 | 04:17 | 06:33 | 09:51 | 03:47 | 02:48 |
 | Soul Ring | 14 | 48.28% | 79.6 | 64.29% | +17.62% | +10.71% | -30.96% | -27.18% | 04:33 | 01:50 | 03:34 | 04:09 | 05:06 | 08:44 | 01:32 | 01:08 |
 | Magic Stick | 17 | 58.62% | 77.6 | 58.82% | +8.82% | -33.82% | +41.18% | 20.64% | 03:28 | -01:29 | 01:40 | 04:18 | 05:18 | 08:21 | 03:38 | 02:41 |
 | Quelling Blade | 25 | 86.21% | 75.5 | 52.00% | -23.00% | -2.00% | -18.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Void Stone | 7 | 24.14% | 73.5 | 71.43% | +21.43% | -21.43% | -21.43% | 0.00% | 39:35 | 32:00 | 34:53 | 39:29 | 40:47 | 50:34 | 05:54 | 04:22 |
 | Blink Dagger | 19 | 65.52% | 71.4 | 52.63% | -7.37% | +7.37% | -32.63% | -4.05% | 25:29 | 15:30 | 19:09 | 24:14 | 29:02 | 47:00 | 09:53 | 07:19 |
 | Wind Lace | 11 | 37.93% | 69.4 | 54.55% | -1.01% | +12.12% | -21.22% | -5.72% | 12:44 | 04:21 | 08:24 | 13:03 | 14:14 | 24:55 | 05:50 | 04:19 |
 | Scythe of Vyse | 4 | 13.79% | 67.3 | 75.00% | +23.00% | +25.00% | -75.00% | 0.00% | 42:59 | 37:04 | 37:04 | 39:29 | 40:47 | 54:36 | 03:43 | 02:45 |
 | Vladmir's Offering | 2 | 6.90% | 65.3 | 100.00% | +48.15% | 0.00% | 0.00% | 0.00% | 27:34 | 22:29 | 22:29 | 32:39 | 32:39 | 32:39 | 10:10 | 07:31 |
 | Buckler | 2 | 6.90% | 63.3 | 100.00% | +48.15% | 0.00% | 0.00% | 0.00% | 24:11 | 15:54 | 15:54 | 32:27 | 32:27 | 32:27 | 16:33 | 12:15 |
 | Ring of Basilius | 2 | 6.90% | 61.2 | 100.00% | +48.15% | 0.00% | 0.00% | 0.00% | 25:04 | 17:41 | 17:41 | 32:27 | 32:27 | 32:27 | 14:46 | 10:56 |
 | Morbid Mask | 2 | 6.90% | 59.2 | 100.00% | +48.15% | 0.00% | 0.00% | 0.00% | 26:52 | 21:16 | 21:16 | 32:28 | 32:28 | 32:28 | 11:12 | 08:17 |
 | Crown | 9 | 31.03% | 57.1 | 44.44% | -15.56% | +5.56% | +5.56% | 0.00% | 11:16 | 03:46 | 04:20 | 05:50 | 08:06 | 47:47 | 03:46 | 02:47 |
 | Helm of Iron Will | 6 | 20.69% | 55.1 | 50.00% | -6.52% | 0.00% | -50.00% | -25.21% | 04:28 | 02:34 | 02:59 | 04:13 | 04:58 | 07:35 | 01:59 | 01:28 |
 | Helm of the Dominator | 6 | 20.69% | 53.1 | 50.00% | -6.52% | 0.00% | -50.00% | -31.58% | 08:32 | 07:13 | 07:45 | 08:10 | 09:20 | 09:48 | 01:35 | 01:10 |
 | Ring of Health | 3 | 10.34% | 51.0 | 66.67% | +12.82% | +33.33% | 0.00% | 0.00% | 35:59 | 28:57 | 28:57 | 34:52 | 44:08 | 44:08 | 15:11 | 11:14 |
 | Medallion of Courage | 8 | 27.59% | 49.0 | 37.50% | -24.40% | +12.50% | -37.50% | -15.15% | 13:57 | 10:41 | 11:22 | 11:29 | 14:40 | 23:01 | 03:18 | 02:26 |
 | Solar Crest | 8 | 27.59% | 46.9 | 37.50% | -24.40% | +12.50% | -37.50% | -12.40% | 17:53 | 13:18 | 14:57 | 16:35 | 18:59 | 26:41 | 04:02 | 02:59 |
 | Blight Stone | 8 | 27.59% | 44.9 | 37.50% | -24.40% | -37.50% | -37.50% | 0.00% | 11:55 | 02:26 | 05:31 | 10:47 | 14:40 | 23:01 | 09:09 | 06:46 |
 | Chainmail | 8 | 27.59% | 42.9 | 37.50% | -24.40% | +12.50% | -37.50% | -11.81% | 12:50 | 05:02 | 10:25 | 10:51 | 14:39 | 23:01 | 04:14 | 03:08 |
 | Ghost Scepter | 4 | 13.79% | 40.8 | 50.00% | -6.00% | +50.00% | -50.00% | 0.00% | 30:39 | 18:01 | 18:01 | 28:07 | 37:32 | 38:55 | 19:31 | 14:27 |
 | Hood of Defiance | 1 | 3.45% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 3.45% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:32 | 28:32 | 28:32 | 28:32 | 28:32 | 28:32 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 3.45% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:29 | 44:29 | 44:29 | 44:29 | 44:29 | 44:29 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.45% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 3.45% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:48 | 47:48 | 47:48 | 47:48 | 47:48 | 47:48 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 3.45% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:02 | 49:02 | 49:02 | 49:02 | 49:02 | 49:02 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 3.45% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:33 | 50:33 | 50:33 | 50:33 | 50:33 | 50:33 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 3.45% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:24 | 51:24 | 51:24 | 51:24 | 51:24 | 51:24 | 00:00 | 00:00 |
 | Aether Lens | 1 | 3.45% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 00:00 | 00:00 |
 | Dagon | 1 | 3.45% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:48 | 47:48 | 47:48 | 47:48 | 47:48 | 47:48 | 00:00 | 00:00 |
 | Shiva's Guard | 2 | 6.90% | 18.4 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 35:44 | 34:09 | 34:09 | 37:18 | 37:18 | 37:18 | 03:09 | 02:20 |
 | Bracer | 2 | 6.90% | 16.3 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 01:51 | 01:50 | 01:50 | 01:51 | 01:51 | 01:51 | 00:01 | 00:00 |
 | Glimmer Cape | 1 | 3.45% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:40 | 18:40 | 18:40 | 18:40 | 18:40 | 18:40 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 3.45% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:29 | 05:29 | 05:29 | 05:29 | 05:29 | 05:29 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.45% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:53 | 34:53 | 34:53 | 34:53 | 34:53 | 34:53 | 00:00 | 00:00 |
 | Force Staff | 1 | 3.45% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 3.45% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:22 | 20:22 | 20:22 | 20:22 | 20:22 | 20:22 | 00:00 | 00:00 |
 | Phase Boots | 2 | 6.90% | 4.1 | 0.00% | -59.26% | 0.00% | 0.00% | 0.00% | 10:02 | 05:32 | 05:32 | 14:31 | 14:31 | 14:31 | 08:59 | 06:39 |
 | Helm of the Overlord | 2 | 6.90% | 2.0 | 0.00% | -59.26% | 0.00% | 0.00% | 0.00% | 18:06 | 15:09 | 15:09 | 21:02 | 21:02 | 21:02 | 05:53 | 04:21 |