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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 and Sange | 49 | 38.89% | 100.0 | 63.27% | +25.61% | +20.06% | -21.60% | -3.21% | 23:12 | 13:58 | 16:51 | 20:10 | 29:49 | 49:43 | 12:58 | 09:36 |
 | Sange | 50 | 39.68% | 96.6 | 62.00% | +23.84% | +22.62% | -28.67% | -3.88% | 23:19 | 13:44 | 16:39 | 20:10 | 29:52 | 49:36 | 13:13 | 09:47 |
 | Void Stone | 24 | 19.05% | 93.1 | 66.67% | +23.53% | -16.67% | -16.67% | 0.00% | 32:13 | 16:50 | 24:33 | 31:17 | 39:25 | 55:05 | 14:52 | 11:00 |
 | Kaya | 109 | 86.51% | 89.7 | 52.29% | +34.64% | +14.38% | -11.55% | -2.28% | 18:24 | 09:20 | 12:34 | 16:37 | 23:57 | 37:43 | 11:23 | 08:25 |
 | Orchid Malevolence | 102 | 80.95% | 86.2 | 50.00% | +12.50% | 0.00% | +22.00% | 4.05% | 16:19 | 09:18 | 12:51 | 14:07 | 18:17 | 37:19 | 05:26 | 04:01 |
 | Black King Bar | 94 | 74.60% | 82.8 | 50.00% | +9.37% | -4.17% | +2.17% | 1.05% | 25:16 | 17:22 | 21:33 | 24:22 | 27:37 | 42:54 | 06:04 | 04:29 |
 | Boots of Speed | 126 | 100.00% | 79.3 | 47.62% | +47.62% | +5.51% | +7.22% | 0.93% | 04:29 | 01:07 | 03:23 | 04:13 | 05:13 | 13:48 | 01:50 | 01:21 |
 | Bottle | 124 | 98.41% | 75.9 | 47.58% | -2.42% | +10.48% | -8.87% | -19.35% | 01:33 | 00:09 | 01:16 | 01:30 | 01:44 | 03:36 | 00:28 | 00:20 |
 | Aghanim's Scepter | 40 | 31.75% | 72.4 | 55.00% | +10.81% | -25.00% | +5.00% | 3.74% | 34:13 | 22:43 | 29:33 | 32:52 | 37:34 | 51:14 | 08:01 | 05:56 |
 | Ring of Health | 17 | 13.49% | 69.0 | 64.71% | +19.76% | -14.71% | -14.71% | 0.00% | 31:30 | 19:41 | 26:39 | 33:00 | 35:21 | 40:59 | 08:42 | 06:26 |
 | Linken's Sphere | 17 | 13.49% | 65.5 | 64.71% | +19.76% | -14.71% | -14.71% | 0.00% | 32:40 | 24:17 | 27:21 | 33:22 | 36:25 | 40:59 | 09:04 | 06:42 |
 | Null Talisman | 103 | 81.75% | 62.1 | 47.57% | -0.26% | +6.28% | -9.11% | -11.69% | 03:44 | 00:53 | 02:57 | 03:27 | 04:16 | 08:20 | 01:19 | 00:58 |
 | Magic Stick | 99 | 78.57% | 58.6 | 47.47% | -0.68% | -3.47% | -3.47% | 0.00% | 05:36 | -01:29 | 03:05 | 05:06 | 07:00 | 16:34 | 03:55 | 02:54 |
 | Magic Wand | 95 | 75.40% | 55.2 | 47.37% | -1.02% | +2.63% | -9.87% | -3.64% | 07:22 | 00:40 | 04:51 | 06:03 | 08:17 | 16:34 | 03:26 | 02:32 |
 | Power Treads | 78 | 61.90% | 51.7 | 47.44% | -0.48% | -2.44% | -10.60% | -4.18% | 09:50 | 05:27 | 07:10 | 07:52 | 09:07 | 35:39 | 01:57 | 01:26 |
 | Bloodstone | 39 | 30.95% | 48.3 | 51.28% | +5.30% | -1.28% | -11.28% | -1.10% | 27:33 | 17:40 | 22:23 | 26:39 | 31:26 | 38:44 | 09:03 | 06:42 |
 | Arcane Boots | 26 | 20.63% | 44.8 | 46.15% | -1.85% | +10.99% | -12.82% | -4.40% | 18:48 | 11:55 | 14:43 | 15:50 | 20:08 | 31:16 | 05:25 | 04:00 |
 | Bloodthorn | 11 | 8.73% | 41.4 | 45.45% | -2.38% | +54.55% | +21.22% | 0.00% | 41:57 | 30:44 | 34:43 | 41:58 | 47:17 | 50:40 | 12:34 | 09:18 |
 | Aghanim's Shard | 11 | 8.73% | 37.9 | 45.45% | -2.38% | +21.22% | -12.12% | 0.00% | 39:47 | 25:59 | 34:26 | 37:27 | 42:28 | 1:06:39 | 08:02 | 05:57 |
 | Shiva's Guard | 8 | 6.35% | 34.5 | 50.00% | +2.54% | 0.00% | -50.00% | 0.00% | 38:03 | 28:30 | 32:36 | 35:48 | 37:10 | 56:56 | 04:34 | 03:22 |
 | Quelling Blade | 3 | 2.38% | 31.0 | 66.67% | +19.52% | +33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Wind Lace | 3 | 2.38% | 27.6 | 66.67% | +19.52% | -66.67% | 0.00% | 0.00% | 19:27 | 17:11 | 17:11 | 18:54 | 22:16 | 22:16 | 05:05 | 03:45 |
 | Scythe of Vyse | 3 | 2.38% | 24.1 | 66.67% | +19.52% | +33.33% | 0.00% | 0.00% | 47:24 | 40:54 | 40:54 | 45:14 | 56:03 | 56:03 | 15:09 | 11:13 |
 | Eul's Scepter of Divinity | 3 | 2.38% | 20.7 | 66.67% | +19.52% | +33.33% | 0.00% | 0.00% | 21:32 | 19:20 | 19:20 | 20:35 | 24:42 | 24:42 | 05:22 | 03:58 |
 | Blink Dagger | 1 | 0.79% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:55 | 32:55 | 32:55 | 32:55 | 32:55 | 32:55 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.79% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:17 | 31:17 | 31:17 | 31:17 | 31:17 | 31:17 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.79% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:56 | 29:56 | 29:56 | 29:56 | 29:56 | 29:56 | 00:00 | 00:00 |
 | Aeon Disk | 4 | 3.17% | 6.9 | 25.00% | -23.36% | -25.00% | -25.00% | 0.00% | 39:26 | 30:01 | 30:01 | 32:25 | 38:09 | 57:10 | 08:08 | 06:01 |
 | Aghanim's Blessing | 2 | 1.59% | 3.4 | 0.00% | -48.39% | 0.00% | 0.00% | 0.00% | 55:50 | 55:11 | 55:11 | 56:28 | 56:28 | 56:28 | 01:17 | 00:57 |