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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 Shard | 14 | 56.00% | 100.0 | 85.71% | +58.44% | +14.29% | -19.04% | -3.30% | 29:24 | 16:19 | 24:59 | 30:00 | 35:05 | 37:38 | 10:06 | 07:28 |
 | Linken's Sphere | 5 | 20.00% | 97.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 31:45 | 28:17 | 28:17 | 30:37 | 31:40 | 38:22 | 03:23 | 02:30 |
 | Mjollnir | 17 | 68.00% | 94.7 | 76.47% | +51.47% | -1.47% | -1.47% | 0.00% | 28:29 | 19:10 | 23:10 | 27:50 | 33:05 | 40:03 | 09:55 | 07:20 |
 | Eye of Skadi | 14 | 56.00% | 92.1 | 78.57% | +42.21% | -28.57% | +21.43% | 9.68% | 33:53 | 23:40 | 31:21 | 32:17 | 36:31 | 45:08 | 05:10 | 03:49 |
 | Ring of Health | 10 | 40.00% | 89.5 | 80.00% | +33.33% | +20.00% | +20.00% | 0.00% | 38:47 | 28:25 | 31:10 | 38:16 | 45:52 | 47:39 | 14:42 | 10:53 |
 | Void Stone | 10 | 40.00% | 86.8 | 80.00% | +33.33% | +20.00% | +20.00% | 0.00% | 38:54 | 29:10 | 31:36 | 38:18 | 45:52 | 47:40 | 14:16 | 10:34 |
 | Black King Bar | 22 | 88.00% | 84.2 | 68.18% | +68.18% | +15.15% | -8.18% | -8.69% | 22:51 | 18:24 | 21:27 | 21:58 | 24:08 | 34:33 | 02:41 | 01:59 |
 | Magic Stick | 24 | 96.00% | 81.6 | 62.50% | +62.50% | +4.17% | +4.17% | 0.00% | 00:03 | -01:29 | -01:29 | -01:29 | -01:29 | 17:21 | 00:00 | 00:00 |
 | Maelstrom | 24 | 96.00% | 78.9 | 62.50% | +62.50% | +20.83% | -45.83% | -29.19% | 16:08 | 12:57 | 14:45 | 16:01 | 17:02 | 20:36 | 02:17 | 01:41 |
 | Boots of Speed | 25 | 100.00% | 76.3 | 60.00% | +60.00% | -10.00% | -26.67% | -9.81% | 05:35 | 02:58 | 04:25 | 05:13 | 06:07 | 13:36 | 01:42 | 01:15 |
 | Javelin | 25 | 100.00% | 73.7 | 60.00% | +60.00% | +23.33% | -43.33% | -31.00% | 13:59 | 09:49 | 11:45 | 13:01 | 13:54 | 37:39 | 02:09 | 01:35 |
 | Quelling Blade | 25 | 100.00% | 71.1 | 60.00% | +60.00% | +6.67% | -43.33% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Power Treads | 25 | 100.00% | 68.4 | 60.00% | +60.00% | +23.33% | -10.00% | -23.53% | 06:58 | 05:03 | 05:43 | 06:27 | 07:08 | 13:55 | 01:25 | 01:02 |
 | Refresher Orb | 8 | 32.00% | 65.8 | 75.00% | +22.06% | -25.00% | +25.00% | 5.24% | 43:11 | 37:14 | 37:24 | 43:58 | 46:57 | 47:43 | 09:33 | 07:04 |
 | Magic Wand | 20 | 80.00% | 63.2 | 60.00% | 0.00% | -20.00% | -20.00% | 0.00% | 09:29 | 00:49 | 03:40 | 08:20 | 12:47 | 23:00 | 09:07 | 06:45 |
 | Hand of Midas | 12 | 48.00% | 60.5 | 66.67% | +12.82% | +33.33% | 0.00% | -21.27% | 11:11 | 08:26 | 10:24 | 11:09 | 11:58 | 13:54 | 01:34 | 01:09 |
 | Sange | 3 | 12.00% | 57.9 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 34:21 | 26:40 | 26:40 | 33:42 | 42:40 | 42:40 | 16:00 | 11:51 |
 | Morbid Mask | 13 | 52.00% | 55.3 | 53.85% | -12.82% | -20.52% | +12.82% | 9.90% | 12:30 | 06:23 | 07:54 | 09:10 | 11:16 | 36:36 | 03:22 | 02:29 |
 | Wraith Band | 13 | 52.00% | 52.6 | 53.85% | -12.82% | +12.82% | -20.52% | -33.34% | 02:17 | 01:35 | 01:50 | 02:11 | 02:31 | 03:28 | 00:41 | 00:30 |
 | Yasha | 4 | 16.00% | 50.0 | 75.00% | +17.86% | +25.00% | +25.00% | 0.00% | 29:49 | 19:24 | 19:24 | 27:44 | 29:28 | 42:39 | 10:04 | 07:27 |
 | Shadow Blade | 2 | 8.00% | 47.4 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 42:14 | 35:44 | 35:44 | 48:43 | 48:43 | 48:43 | 12:59 | 09:37 |
 | Heaven's Halberd | 2 | 8.00% | 44.7 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 32:14 | 28:05 | 28:05 | 36:23 | 36:23 | 36:23 | 08:18 | 06:08 |
 | Cornucopia | 2 | 8.00% | 42.1 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 36:04 | 28:14 | 28:14 | 43:54 | 43:54 | 43:54 | 15:40 | 11:36 |
 | Mask of Madness | 11 | 44.00% | 39.5 | 45.45% | -25.98% | -12.12% | +21.22% | 33.34% | 11:02 | 09:16 | 10:23 | 11:17 | 11:23 | 12:38 | 01:00 | 00:44 |
 | Manta Style | 3 | 12.00% | 36.8 | 66.67% | +7.58% | +33.33% | 0.00% | 0.00% | 27:46 | 23:19 | 23:19 | 27:44 | 32:16 | 32:16 | 08:57 | 06:37 |
 | Orb of Venom | 1 | 4.00% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:16 | 09:16 | 09:16 | 09:16 | 09:16 | 09:16 | 00:00 | 00:00 |
 | Moon Shard | 1 | 4.00% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:25 | 51:25 | 51:25 | 51:25 | 51:25 | 51:25 | 00:00 | 00:00 |
 | Silver Edge | 1 | 4.00% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 00:00 | 00:00 |
 | Crystalys | 1 | 4.00% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 00:00 | 00:00 |
 | Satanic | 1 | 4.00% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 4.00% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:40 | 42:40 | 42:40 | 42:40 | 42:40 | 42:40 | 00:00 | 00:00 |
 | Butterfly | 1 | 4.00% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:02 | 42:02 | 42:02 | 42:02 | 42:02 | 42:02 | 00:00 | 00:00 |
 | Diffusal Blade | 2 | 8.00% | 15.8 | 50.00% | -10.87% | -50.00% | 0.00% | 0.00% | 23:38 | 16:36 | 16:36 | 30:39 | 30:39 | 30:39 | 14:03 | 10:24 |
 | Disperser | 2 | 8.00% | 13.2 | 50.00% | -10.87% | -50.00% | 0.00% | 0.00% | 30:27 | 25:58 | 25:58 | 34:55 | 34:55 | 34:55 | 08:57 | 06:37 |
 | Nullifier | 3 | 12.00% | 10.5 | 33.33% | -30.31% | +66.67% | 0.00% | 0.00% | 43:07 | 35:42 | 35:42 | 41:51 | 51:48 | 51:48 | 16:06 | 11:55 |
 | Helm of Iron Will | 3 | 12.00% | 7.9 | 33.33% | -30.31% | +66.67% | 0.00% | 0.00% | 42:26 | 34:14 | 34:14 | 41:35 | 51:29 | 51:29 | 17:15 | 12:46 |
 | Monkey King Bar | 4 | 16.00% | 5.3 | 25.00% | -41.67% | +75.00% | -25.00% | 0.00% | 36:31 | 31:20 | 31:20 | 33:18 | 38:27 | 42:57 | 07:07 | 05:16 |
 | Divine Rapier | 1 | 4.00% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 00:00 | 00:00 |