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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 | |
 | Void Stone | 9 | 47.37% | 100.0 | 77.78% | +77.78% | -27.78% | +22.22% | 3.49% | 20:01 | 07:03 | 12:20 | 20:52 | 26:39 | 26:52 | 14:19 | 10:36 |
 | Lotus Orb | 3 | 15.79% | 96.8 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 23:37 | 20:43 | 20:43 | 22:50 | 27:18 | 27:18 | 06:35 | 04:52 |
 | Aeon Disk | 2 | 10.53% | 93.5 | 100.00% | +70.59% | 0.00% | 0.00% | 0.00% | 39:29 | 34:40 | 34:40 | 44:17 | 44:17 | 44:17 | 09:37 | 07:07 |
 | Aether Lens | 2 | 10.53% | 90.3 | 100.00% | +70.59% | 0.00% | 0.00% | 0.00% | 36:18 | 31:59 | 31:59 | 40:37 | 40:37 | 40:37 | 08:38 | 06:23 |
 | Arcane Boots | 16 | 84.21% | 87.1 | 43.75% | +43.75% | +6.25% | +6.25% | 0.00% | 09:57 | 04:25 | 06:42 | 08:00 | 10:54 | 29:45 | 04:12 | 03:06 |
 | Aghanim's Scepter | 10 | 52.63% | 83.9 | 50.00% | +27.78% | -16.67% | +50.00% | 4.05% | 23:11 | 15:13 | 16:16 | 18:00 | 32:43 | 36:51 | 16:27 | 12:11 |
 | Blink Dagger | 17 | 89.47% | 80.6 | 41.18% | +41.18% | +33.82% | -16.18% | -9.80% | 18:14 | 12:48 | 13:30 | 17:03 | 18:36 | 33:11 | 05:06 | 03:46 |
 | Boots of Speed | 18 | 94.74% | 77.4 | 38.89% | +38.89% | +41.11% | +11.11% | -11.25% | 06:44 | 02:39 | 04:02 | 04:55 | 06:42 | 27:56 | 02:40 | 01:58 |
 | Magic Stick | 11 | 57.89% | 74.2 | 45.45% | +20.45% | -12.12% | +21.22% | 9.44% | 03:05 | -01:30 | -01:29 | 02:16 | 05:01 | 12:21 | 06:30 | 04:48 |
 | Ring of Health | 11 | 57.89% | 71.0 | 45.45% | +20.45% | +21.22% | -12.12% | -2.11% | 14:26 | 03:18 | 04:11 | 14:31 | 19:57 | 28:35 | 15:46 | 11:40 |
 | Aghanim's Shard | 16 | 84.21% | 67.7 | 37.50% | +4.17% | +37.50% | -12.50% | -8.60% | 20:33 | 15:01 | 15:52 | 19:45 | 21:41 | 29:30 | 05:49 | 04:18 |
 | Black King Bar | 6 | 31.58% | 64.5 | 50.00% | +19.23% | 0.00% | +50.00% | 10.31% | 31:32 | 27:46 | 28:28 | 29:16 | 33:19 | 38:07 | 04:51 | 03:35 |
 | Null Talisman | 15 | 78.95% | 61.3 | 33.33% | -16.67% | +66.67% | -33.33% | -100.00% | 01:48 | -01:29 | 01:18 | 02:06 | 02:17 | 03:34 | 00:59 | 00:43 |
 | Ring of Protection | 3 | 15.79% | 58.1 | 66.67% | +35.42% | -66.67% | 0.00% | 0.00% | 05:51 | 01:49 | 01:49 | 07:46 | 07:58 | 07:58 | 06:09 | 04:33 |
 | Soul Ring | 3 | 15.79% | 54.8 | 66.67% | +35.42% | -66.67% | 0.00% | 0.00% | 06:39 | 02:43 | 02:43 | 08:16 | 08:59 | 08:59 | 06:16 | 04:38 |
 | Orchid Malevolence | 3 | 15.79% | 51.6 | 66.67% | +35.42% | +33.33% | 0.00% | 0.00% | 15:56 | 11:18 | 11:18 | 13:22 | 23:09 | 23:09 | 11:51 | 08:46 |
 | Magic Wand | 7 | 36.84% | 48.4 | 42.86% | +9.53% | -42.86% | +57.14% | 32.43% | 07:16 | 02:45 | 04:55 | 07:16 | 08:00 | 12:33 | 03:05 | 02:17 |
 | Quelling Blade | 13 | 68.42% | 45.2 | 30.77% | -19.23% | -30.77% | +35.90% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Refresher Orb | 4 | 21.05% | 41.9 | 50.00% | +16.67% | +50.00% | -50.00% | -10.31% | 35:25 | 27:40 | 27:40 | 27:45 | 37:22 | 48:52 | 09:42 | 07:11 |
 | Vanguard | 4 | 21.05% | 38.7 | 50.00% | +16.67% | +50.00% | -50.00% | -55.05% | 09:15 | 06:52 | 06:52 | 07:34 | 08:41 | 13:54 | 01:49 | 01:20 |
 | Octarine Core | 1 | 5.26% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:59 | 31:59 | 31:59 | 31:59 | 31:59 | 31:59 | 00:00 | 00:00 |
 | Bottle | 2 | 10.53% | 32.3 | 50.00% | +14.71% | -50.00% | 0.00% | 0.00% | 01:28 | 01:18 | 01:18 | 01:37 | 01:37 | 01:37 | 00:19 | 00:14 |
 | Hand of Midas | 1 | 5.26% | 29.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 00:00 | 00:00 |
 | Chainmail | 1 | 5.26% | 25.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:24 | 10:24 | 10:24 | 10:24 | 10:24 | 10:24 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 10.53% | 22.6 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 28:30 | 26:39 | 26:39 | 30:21 | 30:21 | 30:21 | 03:42 | 02:44 |
 | Mekansm | 1 | 5.26% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:20 | 13:20 | 13:20 | 13:20 | 13:20 | 13:20 | 00:00 | 00:00 |
 | Headdress | 1 | 5.26% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:05 | 12:05 | 12:05 | 12:05 | 12:05 | 12:05 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 5.26% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:17 | 09:17 | 09:17 | 09:17 | 09:17 | 09:17 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 5.26% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:17 | 21:17 | 21:17 | 21:17 | 21:17 | 21:17 | 00:00 | 00:00 |
 | Wind Lace | 1 | 5.26% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:21 | 08:21 | 08:21 | 08:21 | 08:21 | 08:21 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 5.26% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:50 | 16:50 | 16:50 | 16:50 | 16:50 | 16:50 | 00:00 | 00:00 |