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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 | |
 | Buckler | 7 | 17.07% | 100.0 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 33:22 | 22:22 | 26:52 | 33:54 | 35:38 | 43:27 | 08:46 | 06:29 |
 | Assault Cuirass | 6 | 14.63% | 97.7 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 33:59 | 23:19 | 27:17 | 32:49 | 40:04 | 44:21 | 12:47 | 09:28 |
 | Bottle | 26 | 63.41% | 95.5 | 73.08% | +46.41% | +12.63% | -23.08% | -35.71% | 01:50 | 01:02 | 01:20 | 01:31 | 01:43 | 06:08 | 00:23 | 00:17 |
 | Lotus Orb | 7 | 17.07% | 93.2 | 85.71% | +35.71% | +14.29% | -35.71% | 0.00% | 21:31 | 16:37 | 16:38 | 20:43 | 22:32 | 31:02 | 05:54 | 04:22 |
 | Aghanim's Scepter | 18 | 43.90% | 90.9 | 66.67% | +18.84% | -26.67% | -41.67% | -1.82% | 27:59 | 17:59 | 23:21 | 28:14 | 31:35 | 35:11 | 08:14 | 06:05 |
 | Void Stone | 9 | 21.95% | 88.6 | 77.78% | +27.78% | +22.22% | -27.78% | -6.67% | 20:14 | 11:15 | 15:23 | 20:34 | 22:53 | 30:51 | 07:30 | 05:33 |
 | Vanguard | 36 | 87.80% | 86.4 | 58.33% | +18.33% | -2.77% | -2.77% | 0.00% | 09:32 | 06:00 | 07:10 | 08:44 | 10:36 | 26:02 | 03:26 | 02:32 |
 | Sange | 32 | 78.05% | 84.1 | 59.38% | +14.94% | -9.38% | +3.12% | 1.72% | 19:04 | 09:00 | 14:25 | 18:18 | 21:42 | 31:25 | 07:17 | 05:23 |
 | Boots of Speed | 41 | 100.00% | 81.8 | 56.10% | +56.10% | +3.90% | -16.10% | -4.15% | 05:17 | 01:29 | 03:00 | 04:21 | 07:49 | 11:31 | 04:49 | 03:34 |
 | Magic Stick | 41 | 100.00% | 79.5 | 56.10% | +56.10% | +13.90% | -16.10% | -4.93% | 06:00 | -01:29 | 02:29 | 04:57 | 08:34 | 17:37 | 06:05 | 04:30 |
 | Ring of Health | 41 | 100.00% | 77.3 | 56.10% | +56.10% | -16.10% | +23.90% | 13.33% | 06:41 | 02:52 | 04:31 | 06:28 | 07:31 | 18:59 | 03:00 | 02:13 |
 | Quelling Blade | 39 | 95.12% | 75.0 | 56.41% | +6.41% | -16.41% | -6.41% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Wand | 39 | 95.12% | 72.7 | 56.41% | +6.41% | +13.59% | -36.41% | -11.28% | 09:05 | 03:56 | 06:49 | 08:35 | 11:15 | 17:38 | 04:26 | 03:17 |
 | Eternal Shroud | 19 | 46.34% | 70.5 | 63.16% | +13.16% | -23.16% | -3.16% | 2.39% | 21:36 | 14:56 | 16:44 | 21:20 | 25:07 | 32:55 | 08:23 | 06:12 |
 | Hood of Defiance | 34 | 82.93% | 68.2 | 55.88% | -1.26% | -11.44% | +6.62% | 4.53% | 11:39 | 05:02 | 08:53 | 11:29 | 12:52 | 21:49 | 03:59 | 02:57 |
 | Phase Boots | 22 | 53.66% | 65.9 | 59.09% | +6.46% | +7.58% | -19.09% | -7.48% | 11:41 | 05:15 | 09:54 | 11:55 | 13:28 | 17:06 | 03:34 | 02:38 |
 | Chainmail | 22 | 53.66% | 63.6 | 59.09% | +6.46% | +7.58% | -19.09% | -6.70% | 10:51 | 04:40 | 08:52 | 11:08 | 12:51 | 16:36 | 03:59 | 02:57 |
 | Heaven's Halberd | 8 | 19.51% | 61.4 | 75.00% | +23.48% | +25.00% | +25.00% | 0.00% | 25:02 | 16:42 | 18:01 | 22:57 | 26:38 | 34:12 | 08:37 | 06:22 |
 | Ring of Protection | 21 | 51.22% | 59.1 | 57.14% | +2.14% | -37.14% | +42.86% | 3.76% | 11:25 | -01:29 | 01:05 | 04:45 | 22:21 | 39:38 | 21:16 | 15:45 |
 | Black King Bar | 15 | 36.59% | 56.8 | 60.00% | +6.15% | -10.00% | -10.00% | 0.00% | 27:44 | 15:10 | 22:19 | 27:37 | 30:32 | 36:39 | 08:13 | 06:05 |
 | Heart of Tarrasque | 3 | 7.32% | 54.5 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 46:08 | 36:25 | 36:25 | 46:58 | 55:00 | 55:00 | 18:35 | 13:45 |
 | Arcane Boots | 3 | 7.32% | 52.3 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 24:02 | 13:43 | 13:43 | 27:09 | 31:13 | 31:13 | 17:30 | 12:57 |
 | Yasha | 15 | 36.59% | 50.0 | 53.33% | -4.36% | -3.33% | +46.67% | 7.85% | 24:49 | 12:40 | 18:19 | 21:09 | 24:41 | 48:20 | 06:22 | 04:42 |
 | Sange and Yasha | 15 | 36.59% | 47.7 | 53.33% | -4.36% | -3.33% | +46.67% | 8.62% | 25:11 | 12:40 | 18:53 | 21:31 | 24:41 | 48:45 | 05:48 | 04:17 |
 | Abyssal Blade | 6 | 14.63% | 45.5 | 66.67% | +12.38% | -66.67% | +33.33% | 0.00% | 41:01 | 29:44 | 39:30 | 40:57 | 44:20 | 50:17 | 04:50 | 03:34 |
 | Blink Dagger | 4 | 9.76% | 43.2 | 75.00% | +20.95% | -75.00% | +25.00% | 0.00% | 26:48 | 17:30 | 17:30 | 20:19 | 33:05 | 36:19 | 15:35 | 11:32 |
 | Kaya | 2 | 4.88% | 40.9 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 25:48 | 20:00 | 20:00 | 31:35 | 31:35 | 31:35 | 11:35 | 08:34 |
 | Bloodstone | 2 | 4.88% | 38.6 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 31:50 | 31:31 | 31:31 | 32:09 | 32:09 | 32:09 | 00:38 | 00:28 |
 | Skull Basher | 7 | 17.07% | 36.4 | 57.14% | +1.26% | -57.14% | +42.86% | 0.00% | 36:53 | 25:12 | 27:32 | 37:11 | 40:48 | 49:51 | 13:16 | 09:49 |
 | Soul Ring | 14 | 34.15% | 34.1 | 42.86% | -20.10% | -42.86% | +23.81% | 12.58% | 05:21 | 02:09 | 02:49 | 03:29 | 08:07 | 11:34 | 05:18 | 03:55 |
 | Power Treads | 14 | 34.15% | 31.8 | 42.86% | -20.10% | +7.14% | -9.53% | -3.94% | 14:18 | 06:36 | 09:54 | 12:09 | 14:08 | 38:24 | 04:14 | 03:08 |
 | Aghanim's Shard | 6 | 14.63% | 29.5 | 50.00% | -7.14% | +50.00% | -50.00% | 0.00% | 28:14 | 20:16 | 21:39 | 23:17 | 38:01 | 39:55 | 16:22 | 12:07 |
 | Wind Lace | 4 | 9.76% | 27.3 | 50.00% | -6.76% | -50.00% | +50.00% | 0.00% | 11:24 | 03:42 | 03:42 | 11:40 | 13:49 | 16:24 | 10:07 | 07:29 |
 | Kaya and Sange | 1 | 2.44% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 2.44% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 2.44% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:31 | 10:31 | 10:31 | 10:31 | 10:31 | 10:31 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 2.44% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:31 | 10:31 | 10:31 | 10:31 | 10:31 | 10:31 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.44% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:59 | 14:59 | 14:59 | 14:59 | 14:59 | 14:59 | 00:00 | 00:00 |
 | Crown | 1 | 2.44% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.44% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:15 | 13:15 | 13:15 | 13:15 | 13:15 | 13:15 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.44% | 9.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.44% | 6.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:18 | 59:18 | 59:18 | 59:18 | 59:18 | 59:18 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.44% | 4.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:26 | 14:26 | 14:26 | 14:26 | 14:26 | 14:26 | 00:00 | 00:00 |
 | Bracer | 1 | 2.44% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:19 | 02:19 | 02:19 | 02:19 | 02:19 | 02:19 | 00:00 | 00:00 |