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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 | |
 | Wraith Band | 8 | 44.44% | 100.0 | 62.50% | +32.50% | +37.50% | -12.50% | -43.48% | 02:27 | 01:17 | 01:20 | 01:35 | 02:29 | 06:52 | 01:09 | 00:51 |
 | Blink Dagger | 17 | 94.44% | 96.2 | 47.06% | +47.06% | +27.94% | -47.06% | -11.84% | 17:07 | 11:06 | 13:59 | 15:55 | 20:19 | 24:56 | 06:20 | 04:41 |
 | Quelling Blade | 18 | 100.00% | 92.3 | 44.44% | +44.44% | -4.44% | +5.56% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 18 | 100.00% | 88.5 | 44.44% | +44.44% | -4.44% | +5.56% | 4.23% | 03:44 | 01:43 | 02:14 | 03:26 | 04:36 | 09:10 | 02:22 | 01:45 |
 | Power Treads | 18 | 100.00% | 84.6 | 44.44% | +44.44% | -24.44% | +30.56% | 23.40% | 07:05 | 04:53 | 05:46 | 06:12 | 08:07 | 10:55 | 02:21 | 01:44 |
 | Magic Stick | 13 | 72.22% | 80.8 | 46.15% | +6.15% | -12.82% | +20.52% | 3.52% | 06:15 | -01:29 | -01:29 | 09:24 | 10:58 | 15:45 | 12:27 | 09:13 |
 | Magic Wand | 13 | 72.22% | 76.9 | 46.15% | +6.15% | -12.82% | +20.52% | 8.93% | 09:50 | 01:33 | 08:16 | 10:26 | 12:00 | 15:45 | 03:44 | 02:45 |
 | Black King Bar | 17 | 94.44% | 73.1 | 41.18% | -58.82% | -16.18% | -41.18% | -5.45% | 22:39 | 16:59 | 18:41 | 22:21 | 23:16 | 39:45 | 04:35 | 03:23 |
 | Morbid Mask | 12 | 66.67% | 69.2 | 41.67% | -8.33% | +25.00% | -8.34% | -14.71% | 08:32 | 06:09 | 07:10 | 08:14 | 09:26 | 10:51 | 02:16 | 01:40 |
 | Mask of Madness | 12 | 66.67% | 65.4 | 41.67% | -8.33% | +25.00% | +25.00% | 0.00% | 10:52 | 08:01 | 09:39 | 11:12 | 11:52 | 12:44 | 02:13 | 01:38 |
 | Aghanim's Shard | 6 | 33.33% | 61.5 | 50.00% | +8.33% | 0.00% | +50.00% | 0.00% | 27:57 | 17:06 | 25:54 | 26:10 | 34:27 | 35:42 | 08:33 | 06:20 |
 | Assault Cuirass | 6 | 33.33% | 57.7 | 50.00% | +8.33% | +50.00% | +50.00% | 0.00% | 32:25 | 26:01 | 29:18 | 30:22 | 38:00 | 38:58 | 08:42 | 06:26 |
 | Aghanim's Scepter | 3 | 16.67% | 53.8 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 38:21 | 27:54 | 27:54 | 34:05 | 53:05 | 53:05 | 25:11 | 18:39 |
 | Buckler | 7 | 38.89% | 50.0 | 42.86% | -2.59% | +57.14% | +7.14% | -12.61% | 31:42 | 23:25 | 28:48 | 31:46 | 32:46 | 37:34 | 03:58 | 02:56 |
 | Ring of Protection | 7 | 38.89% | 46.2 | 42.86% | -2.59% | +57.14% | +7.14% | -13.04% | 31:33 | 22:29 | 28:48 | 31:46 | 32:38 | 37:34 | 03:50 | 02:50 |
 | Bracer | 4 | 22.22% | 42.3 | 50.00% | +7.14% | +50.00% | -50.00% | 0.00% | 04:14 | 01:47 | 01:47 | 02:10 | 02:15 | 10:44 | 00:28 | 00:20 |
 | Wind Lace | 4 | 22.22% | 38.5 | 50.00% | +7.14% | +50.00% | +50.00% | 0.00% | 06:52 | 02:40 | 02:40 | 06:30 | 08:54 | 09:24 | 06:14 | 04:37 |
 | Orchid Malevolence | 1 | 5.56% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:39 | 27:39 | 27:39 | 27:39 | 27:39 | 27:39 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 5.56% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 00:00 | 00:00 |
 | Void Stone | 1 | 5.56% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:44 | 25:44 | 25:44 | 25:44 | 25:44 | 25:44 | 00:00 | 00:00 |
 | Cornucopia | 1 | 5.56% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:39 | 27:39 | 27:39 | 27:39 | 27:39 | 27:39 | 00:00 | 00:00 |
 | Ring of Health | 2 | 11.11% | 19.2 | 50.00% | +6.25% | -50.00% | 0.00% | 0.00% | 04:37 | 04:30 | 04:30 | 04:44 | 04:44 | 04:44 | 00:14 | 00:10 |
 | Hand of Midas | 4 | 22.22% | 15.4 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 16:35 | 09:06 | 09:06 | 11:37 | 21:13 | 24:25 | 12:07 | 08:58 |
 | Helm of Iron Will | 2 | 11.11% | 11.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 34:26 | 32:54 | 32:54 | 35:58 | 35:58 | 35:58 | 03:04 | 02:16 |
 | Vanguard | 1 | 5.56% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:52 | 06:52 | 06:52 | 06:52 | 06:52 | 06:52 | 00:00 | 00:00 |
 | Nullifier | 2 | 11.11% | 3.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 36:02 | 35:58 | 35:58 | 36:05 | 36:05 | 36:05 | 00:07 | 00:05 |