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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 | |
 | Boots of Bearing | 5 | 22.73% | 100.0 | 80.00% | +50.59% | -80.00% | +20.00% | 0.00% | 24:31 | 19:23 | 19:23 | 22:27 | 28:26 | 30:52 | 09:03 | 06:42 |
 | Blink Dagger | 19 | 86.36% | 97.6 | 47.37% | +47.37% | +32.63% | -7.37% | -9.64% | 21:24 | 16:13 | 18:42 | 20:29 | 22:51 | 32:27 | 04:09 | 03:04 |
 | Aghanim's Shard | 11 | 50.00% | 95.2 | 54.55% | +27.28% | -21.22% | +45.45% | 16.13% | 25:44 | 21:48 | 23:40 | 26:03 | 27:48 | 29:30 | 04:08 | 03:03 |
 | Aether Lens | 11 | 50.00% | 92.9 | 54.55% | +27.28% | -21.22% | -21.22% | 0.00% | 29:24 | 12:59 | 25:40 | 30:21 | 33:47 | 37:46 | 08:07 | 06:00 |
 | Tranquil Boots | 6 | 27.27% | 90.5 | 66.67% | +35.42% | -16.67% | +33.33% | 3.36% | 16:12 | 06:46 | 07:33 | 13:57 | 22:27 | 25:00 | 14:54 | 11:02 |
 | Magic Wand | 14 | 63.64% | 88.1 | 50.00% | +25.00% | 0.00% | +16.67% | 3.08% | 03:39 | -01:29 | -01:29 | 03:57 | 06:54 | 17:13 | 08:23 | 06:12 |
 | Black King Bar | 21 | 95.45% | 85.7 | 42.86% | +42.86% | -22.86% | +37.14% | 8.07% | 21:19 | 14:52 | 17:30 | 19:26 | 24:56 | 36:27 | 07:26 | 05:30 |
 | Boots of Speed | 22 | 100.00% | 83.3 | 40.91% | +40.91% | -7.58% | -0.91% | 4.35% | 03:34 | 01:16 | 02:18 | 03:13 | 03:50 | 08:53 | 01:32 | 01:08 |
 | Drum of Endurance | 7 | 31.82% | 81.0 | 57.14% | +23.81% | -7.14% | +42.86% | 8.04% | 13:30 | 07:12 | 07:52 | 12:48 | 14:05 | 28:05 | 06:13 | 04:36 |
 | Chainmail | 7 | 31.82% | 78.6 | 57.14% | +23.81% | -7.14% | -7.14% | 0.00% | 08:45 | 02:17 | 07:16 | 09:09 | 10:44 | 13:18 | 03:28 | 02:34 |
 | Ring of Protection | 10 | 45.45% | 76.2 | 50.00% | +16.67% | -16.67% | 0.00% | 1.47% | 06:27 | -01:29 | -01:29 | -00:56 | 12:50 | 23:27 | 14:19 | 10:36 |
 | Void Stone | 11 | 50.00% | 73.8 | 45.45% | +9.09% | -12.12% | -12.12% | 0.00% | 26:25 | 08:10 | 24:44 | 26:09 | 31:46 | 37:46 | 07:02 | 05:12 |
 | Wind Lace | 8 | 36.36% | 71.4 | 50.00% | +14.29% | 0.00% | -50.00% | -26.55% | 04:08 | -01:29 | 03:47 | 04:03 | 05:40 | 07:05 | 01:53 | 01:23 |
 | Guardian Greaves | 5 | 22.73% | 69.0 | 60.00% | +24.71% | +40.00% | +40.00% | 0.00% | 17:36 | 14:23 | 14:23 | 15:52 | 18:11 | 23:56 | 03:48 | 02:48 |
 | Headdress | 5 | 22.73% | 66.7 | 60.00% | +24.71% | +40.00% | -60.00% | 0.00% | 07:58 | 03:14 | 03:14 | 10:11 | 10:21 | 10:29 | 07:07 | 05:16 |
 | Buckler | 5 | 22.73% | 64.3 | 60.00% | +24.71% | +40.00% | +40.00% | 0.00% | 14:22 | 09:22 | 09:22 | 12:53 | 13:18 | 23:27 | 03:56 | 02:54 |
 | Mekansm | 5 | 22.73% | 61.9 | 60.00% | +24.71% | +40.00% | -60.00% | 0.00% | 11:07 | 08:53 | 08:53 | 11:12 | 11:27 | 13:50 | 02:34 | 01:54 |
 | Octarine Core | 9 | 40.91% | 59.5 | 44.44% | +5.98% | +5.56% | -44.44% | -7.39% | 33:03 | 15:58 | 29:42 | 35:03 | 36:28 | 43:00 | 06:46 | 05:00 |
 | Ring of Health | 9 | 40.91% | 57.1 | 44.44% | +5.98% | -44.44% | +55.56% | 3.16% | 19:59 | 02:59 | 03:14 | 12:17 | 34:54 | 42:38 | 31:40 | 23:27 |
 | Magic Stick | 13 | 59.09% | 54.8 | 38.46% | -5.98% | -5.13% | +28.21% | 27.40% | 00:14 | -01:29 | -01:29 | -01:29 | 02:42 | 03:57 | 04:11 | 03:05 |
 | Wraith Band | 6 | 27.27% | 52.4 | 50.00% | +12.50% | 0.00% | +50.00% | 50.00% | 01:33 | -01:29 | 01:40 | 02:04 | 02:23 | 02:28 | 00:43 | 00:31 |
 | Arcane Boots | 11 | 50.00% | 50.0 | 36.36% | -9.09% | -3.03% | -36.36% | -8.77% | 11:51 | 04:56 | 06:37 | 08:58 | 10:25 | 36:42 | 03:48 | 02:48 |
 | Refresher Orb | 4 | 18.18% | 47.6 | 50.00% | +11.11% | -50.00% | -50.00% | 0.00% | 42:05 | 36:08 | 36:08 | 40:58 | 43:01 | 48:11 | 06:53 | 05:05 |
 | Shiva's Guard | 4 | 18.18% | 45.2 | 50.00% | +11.11% | +50.00% | +50.00% | 0.00% | 32:21 | 27:45 | 27:45 | 32:00 | 33:27 | 36:10 | 05:42 | 04:13 |
 | Hand of Midas | 16 | 72.73% | 42.9 | 25.00% | -58.33% | 0.00% | -25.00% | -10.64% | 10:53 | 08:58 | 09:29 | 10:18 | 11:50 | 13:28 | 02:21 | 01:44 |
 | Hood of Defiance | 1 | 4.55% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:17 | 12:17 | 12:17 | 12:17 | 12:17 | 12:17 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 4.55% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:38 | 16:38 | 16:38 | 16:38 | 16:38 | 16:38 | 00:00 | 00:00 |
 | Radiance | 1 | 4.55% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 00:00 | 00:00 |
 | Phase Boots | 2 | 9.09% | 33.3 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 08:00 | 04:55 | 04:55 | 11:05 | 11:05 | 11:05 | 06:10 | 04:34 |
 | Vanguard | 3 | 13.64% | 31.0 | 33.33% | -8.78% | -33.33% | 0.00% | 0.00% | 07:05 | 04:48 | 04:48 | 07:05 | 09:22 | 09:22 | 04:34 | 03:22 |
 | Aghanim's Scepter | 5 | 22.73% | 28.6 | 20.00% | -27.06% | -20.00% | -20.00% | 0.00% | 39:32 | 29:59 | 29:59 | 40:26 | 43:25 | 45:35 | 13:26 | 09:57 |
 | Quelling Blade | 8 | 36.36% | 26.2 | 12.50% | -44.64% | -12.50% | -12.50% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Sange | 1 | 4.55% | 23.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:09 | 23:09 | 23:09 | 23:09 | 23:09 | 23:09 | 00:00 | 00:00 |
 | Boots of Travel | 2 | 9.09% | 21.4 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 38:41 | 30:49 | 30:49 | 46:32 | 46:32 | 46:32 | 15:43 | 11:38 |
 | Heaven's Halberd | 1 | 4.55% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:52 | 23:52 | 23:52 | 23:52 | 23:52 | 23:52 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 4.55% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:32 | 45:32 | 45:32 | 45:32 | 45:32 | 45:32 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 4.55% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:17 | 08:17 | 08:17 | 08:17 | 08:17 | 08:17 | 00:00 | 00:00 |
 | Power Treads | 1 | 4.55% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 4.55% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 00:00 | 00:00 |
 | Crown | 1 | 4.55% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:41 | 04:41 | 04:41 | 04:41 | 04:41 | 04:41 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 4.55% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:15 | 17:15 | 17:15 | 17:15 | 17:15 | 17:15 | 00:00 | 00:00 |
 | Cornucopia | 1 | 4.55% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:07 | 48:07 | 48:07 | 48:07 | 48:07 | 48:07 | 00:00 | 00:00 |