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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 | |
 | Aghanim's Scepter | 8 | 28.57% | 100.0 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 35:07 | 25:54 | 28:48 | 31:43 | 35:48 | 54:55 | 07:00 | 05:11 |
 | Black King Bar | 15 | 53.57% | 97.1 | 86.67% | +40.52% | -36.67% | +13.33% | 6.90% | 28:49 | 18:30 | 21:30 | 25:30 | 28:45 | 1:08:19 | 07:15 | 05:22 |
 | Shadow Blade | 20 | 71.43% | 94.3 | 80.00% | +42.50% | 0.00% | 0.00% | 0.00% | 24:35 | 17:07 | 18:58 | 21:37 | 26:21 | 40:12 | 07:23 | 05:28 |
 | Yasha and Kaya | 5 | 17.86% | 91.4 | 100.00% | +39.13% | 0.00% | 0.00% | 0.00% | 37:48 | 32:26 | 32:26 | 38:11 | 39:52 | 42:29 | 07:26 | 05:30 |
 | Kaya | 5 | 17.86% | 88.6 | 100.00% | +39.13% | 0.00% | 0.00% | 0.00% | 36:34 | 30:35 | 30:35 | 38:10 | 39:37 | 42:16 | 09:02 | 06:41 |
 | Wind Lace | 27 | 96.43% | 85.7 | 70.37% | +70.37% | +1.06% | +1.06% | 0.00% | 02:23 | -01:30 | -01:29 | -01:29 | 06:55 | 18:04 | 08:24 | 06:13 |
 | Boots of Speed | 28 | 100.00% | 82.9 | 67.86% | +67.86% | +3.57% | -25.00% | -9.80% | 04:53 | -01:29 | 03:28 | 05:22 | 06:23 | 09:28 | 02:55 | 02:09 |
 | Chainmail | 27 | 96.43% | 80.0 | 66.67% | -33.33% | +19.04% | -23.81% | -14.78% | 09:35 | 05:10 | 07:53 | 09:09 | 10:47 | 14:35 | 02:54 | 02:08 |
 | Phase Boots | 27 | 96.43% | 77.1 | 66.67% | -33.33% | +4.76% | -9.53% | -4.71% | 10:57 | 07:16 | 09:15 | 10:43 | 12:17 | 15:20 | 03:02 | 02:14 |
 | Void Stone | 10 | 35.71% | 74.3 | 80.00% | +18.89% | +20.00% | +20.00% | 0.00% | 22:53 | 11:16 | 13:06 | 15:00 | 30:23 | 45:46 | 17:17 | 12:48 |
 | Yasha | 4 | 14.29% | 71.4 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 37:19 | 31:32 | 31:32 | 37:59 | 38:11 | 41:32 | 06:39 | 04:55 |
 | Linken's Sphere | 4 | 14.29% | 68.6 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 43:50 | 38:25 | 38:25 | 44:43 | 45:41 | 46:31 | 07:16 | 05:22 |
 | Magic Stick | 21 | 75.00% | 65.7 | 66.67% | -4.76% | +13.33% | -26.67% | -4.70% | 06:44 | 00:56 | 02:07 | 04:52 | 10:38 | 19:46 | 08:31 | 06:18 |
 | Octarine Core | 9 | 32.14% | 62.9 | 77.78% | +14.62% | +22.22% | +22.22% | 0.00% | 24:07 | 13:25 | 15:26 | 18:32 | 30:49 | 45:47 | 15:23 | 11:23 |
 | Magic Wand | 22 | 78.57% | 60.0 | 63.64% | -19.69% | -13.64% | -23.64% | -1.27% | 09:17 | -01:29 | 05:45 | 08:42 | 13:36 | 22:47 | 07:51 | 05:48 |
 | Vanguard | 8 | 28.57% | 57.1 | 75.00% | +10.00% | +25.00% | -25.00% | -7.19% | 11:47 | 04:35 | 04:57 | 06:31 | 11:54 | 29:55 | 06:57 | 05:08 |
 | Ring of Health | 10 | 35.71% | 54.3 | 70.00% | +3.33% | +30.00% | +30.00% | 0.00% | 09:04 | 02:25 | 02:41 | 03:09 | 07:14 | 33:36 | 04:33 | 03:22 |
 | Drum of Endurance | 8 | 28.57% | 51.4 | 62.50% | -7.50% | +37.50% | -12.50% | -11.28% | 17:56 | 12:11 | 15:21 | 18:01 | 19:47 | 22:15 | 04:26 | 03:17 |
 | Cornucopia | 4 | 14.29% | 48.6 | 75.00% | +8.33% | -75.00% | +25.00% | 0.00% | 36:50 | 19:51 | 19:51 | 38:25 | 43:24 | 45:41 | 23:33 | 17:26 |
 | Heaven's Halberd | 4 | 14.29% | 45.7 | 75.00% | +8.33% | +25.00% | +25.00% | 0.00% | 36:37 | 29:49 | 29:49 | 30:40 | 38:42 | 47:15 | 08:53 | 06:34 |
 | Boots of Travel | 2 | 7.14% | 42.9 | 100.00% | +34.62% | 0.00% | 0.00% | 0.00% | 42:34 | 41:53 | 41:53 | 43:14 | 43:14 | 43:14 | 01:21 | 01:00 |
 | Sange | 5 | 17.86% | 40.0 | 60.00% | -9.57% | -60.00% | +40.00% | 9.02% | 34:03 | 25:14 | 25:14 | 33:32 | 36:19 | 46:45 | 11:05 | 08:12 |
 | Boots of Bearing | 1 | 3.57% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 3.57% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:17 | 1:02:17 | 1:02:17 | 1:02:17 | 1:02:17 | 1:02:17 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.57% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:04 | 60:04 | 60:04 | 60:04 | 60:04 | 60:04 | 00:00 | 00:00 |
 | Silver Edge | 1 | 3.57% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:59 | 1:10:59 | 1:10:59 | 1:10:59 | 1:10:59 | 1:10:59 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 3.57% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:37 | 1:02:37 | 1:02:37 | 1:02:37 | 1:02:37 | 1:02:37 | 00:00 | 00:00 |
 | Moon Shard | 1 | 3.57% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 3.57% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:05 | 07:05 | 07:05 | 07:05 | 07:05 | 07:05 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 3.57% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 3.57% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 00:00 | 00:00 |
 | Buckler | 1 | 3.57% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:17 | 1:02:17 | 1:02:17 | 1:02:17 | 1:02:17 | 1:02:17 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 7.14% | 8.6 | 50.00% | -19.23% | +50.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 3.57% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:02 | 21:02 | 21:02 | 21:02 | 21:02 | 21:02 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 3.57% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 00:00 | 00:00 |