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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 | |
 | Helm of the Overlord | 20 | 71.43% | 100.0 | 70.00% | +32.50% | +10.00% | +10.00% | 0.00% | 17:38 | 15:03 | 16:28 | 17:38 | 18:21 | 20:58 | 01:53 | 01:23 |
 | Black King Bar | 22 | 78.57% | 97.3 | 68.18% | +34.85% | -18.18% | +11.82% | 6.27% | 26:25 | 20:10 | 24:13 | 24:57 | 29:00 | 33:23 | 04:47 | 03:32 |
 | Helm of the Dominator | 26 | 92.86% | 94.6 | 65.38% | +65.38% | -8.24% | +1.29% | 6.42% | 09:28 | 07:07 | 08:32 | 09:27 | 10:01 | 13:35 | 01:29 | 01:05 |
 | Crown | 26 | 92.86% | 91.9 | 65.38% | +65.38% | -8.24% | +1.29% | 4.93% | 06:05 | 03:38 | 05:02 | 05:21 | 06:58 | 11:12 | 01:56 | 01:25 |
 | Helm of Iron Will | 26 | 92.86% | 89.2 | 65.38% | +65.38% | -22.52% | +1.29% | 17.86% | 03:44 | 02:09 | 02:42 | 03:19 | 04:02 | 10:11 | 01:20 | 00:59 |
 | Ring of Basilius | 27 | 96.43% | 86.5 | 62.96% | +62.96% | -5.82% | +8.47% | 2.22% | 08:46 | 01:36 | 05:25 | 09:09 | 11:51 | 14:51 | 06:26 | 04:45 |
 | Ring of Protection | 27 | 96.43% | 83.8 | 62.96% | +62.96% | -20.10% | +22.75% | 3.84% | 07:48 | -01:29 | -01:29 | 11:02 | 12:39 | 16:17 | 14:08 | 10:28 |
 | Morbid Mask | 27 | 96.43% | 81.1 | 62.96% | +62.96% | -34.39% | -5.82% | 10.52% | 14:04 | 10:37 | 12:29 | 14:30 | 15:12 | 17:31 | 02:43 | 02:00 |
 | Vladmir's Offering | 27 | 96.43% | 78.4 | 62.96% | +62.96% | -20.10% | -5.82% | 5.67% | 15:21 | 11:44 | 13:44 | 15:30 | 16:15 | 18:57 | 02:31 | 01:51 |
 | Buckler | 27 | 96.43% | 75.7 | 62.96% | +62.96% | -34.39% | +22.75% | 21.56% | 11:43 | 03:06 | 10:27 | 12:04 | 13:06 | 16:17 | 02:39 | 01:57 |
 | Quelling Blade | 20 | 71.43% | 73.0 | 65.00% | +15.00% | -5.00% | +15.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 28 | 100.00% | 70.3 | 60.71% | +60.71% | -32.14% | -3.57% | 17.49% | 10:26 | 04:46 | 09:15 | 10:19 | 10:53 | 21:18 | 01:38 | 01:12 |
 | Magic Wand | 11 | 39.29% | 67.6 | 72.73% | +19.79% | -6.06% | +27.27% | 3.14% | 05:35 | -01:29 | -01:29 | -01:29 | 12:05 | 25:10 | 13:34 | 10:02 |
 | Wind Lace | 11 | 39.29% | 64.9 | 72.73% | +19.79% | -39.40% | -6.06% | 15.39% | 18:50 | 08:55 | 17:23 | 19:00 | 19:33 | 31:20 | 02:10 | 01:36 |
 | Blink Dagger | 20 | 71.43% | 62.2 | 60.00% | -2.50% | +20.00% | -20.00% | -7.14% | 28:44 | 17:45 | 25:26 | 28:30 | 31:02 | 35:31 | 05:36 | 04:08 |
 | Aghanim's Shard | 21 | 75.00% | 59.5 | 57.14% | -14.29% | -17.14% | +42.86% | 6.13% | 27:23 | 18:57 | 22:05 | 26:30 | 31:52 | 38:46 | 09:47 | 07:14 |
 | Void Stone | 9 | 32.14% | 56.8 | 66.67% | +8.78% | -16.67% | +33.33% | 8.52% | 39:52 | 31:20 | 34:08 | 38:23 | 40:00 | 54:14 | 05:52 | 04:20 |
 | Octarine Core | 4 | 14.29% | 54.1 | 75.00% | +16.67% | +25.00% | +25.00% | 0.00% | 45:11 | 39:23 | 39:23 | 41:55 | 44:17 | 55:07 | 04:54 | 03:37 |
 | Aether Lens | 4 | 14.29% | 51.4 | 75.00% | +16.67% | -75.00% | +25.00% | 0.00% | 42:25 | 37:39 | 37:39 | 38:26 | 39:20 | 54:14 | 01:41 | 01:14 |
 | Magic Stick | 8 | 28.57% | 48.6 | 50.00% | -15.00% | 0.00% | +50.00% | 4.72% | 07:01 | -01:29 | -01:29 | 00:48 | 12:05 | 25:10 | 13:34 | 10:02 |
 | Ring of Health | 5 | 17.86% | 45.9 | 60.00% | -0.87% | +40.00% | +40.00% | 0.00% | 37:24 | 31:37 | 31:37 | 34:59 | 40:00 | 48:21 | 08:23 | 06:12 |
 | Wraith Pact | 6 | 21.43% | 43.2 | 50.00% | -13.64% | 0.00% | -50.00% | 0.00% | 18:12 | 13:39 | 18:10 | 18:37 | 19:25 | 20:32 | 01:15 | 00:55 |
 | Drum of Endurance | 3 | 10.71% | 40.5 | 66.67% | +6.67% | -66.67% | 0.00% | 0.00% | 17:08 | 11:24 | 11:24 | 18:08 | 21:51 | 21:51 | 10:27 | 07:44 |
 | Arcane Blink | 1 | 3.57% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:18 | 1:03:18 | 1:03:18 | 1:03:18 | 1:03:18 | 1:03:18 | 00:00 | 00:00 |
 | Moon Shard | 1 | 3.57% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:50 | 50:50 | 50:50 | 50:50 | 50:50 | 50:50 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 3.57% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:37 | 52:37 | 52:37 | 52:37 | 52:37 | 52:37 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 3.57% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 00:00 | 00:00 |
 | Headdress | 1 | 3.57% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:13 | 31:13 | 31:13 | 31:13 | 31:13 | 31:13 | 00:00 | 00:00 |
 | Arcane Boots | 5 | 17.86% | 24.3 | 40.00% | -25.22% | -40.00% | +60.00% | 0.00% | 38:01 | 24:00 | 24:00 | 36:34 | 38:22 | 54:58 | 14:22 | 10:38 |
 | Refresher Orb | 2 | 7.14% | 21.6 | 50.00% | -11.54% | +50.00% | 0.00% | 0.00% | 41:46 | 35:00 | 35:00 | 48:32 | 48:32 | 48:32 | 13:32 | 10:01 |
 | Shiva's Guard | 1 | 3.57% | 18.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 3.57% | 16.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.57% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 3.57% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:42 | 33:42 | 33:42 | 33:42 | 33:42 | 33:42 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.57% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:06 | 40:06 | 40:06 | 40:06 | 40:06 | 40:06 | 00:00 | 00:00 |
 | Force Staff | 1 | 3.57% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 3.57% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:42 | 33:42 | 33:42 | 33:42 | 33:42 | 33:42 | 00:00 | 00:00 |