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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 | 12 | 42.86% | 100.0 | 66.67% | +35.42% | +33.33% | 0.00% | -3.56% | 30:22 | 20:16 | 24:33 | 29:17 | 33:54 | 40:55 | 09:21 | 06:55 |
 | Echo Sabre | 3 | 10.71% | 97.3 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 22:31 | 17:44 | 17:44 | 21:17 | 28:31 | 28:31 | 10:47 | 07:59 |
 | Aghanim's Scepter | 3 | 10.71% | 94.6 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 30:46 | 25:19 | 25:19 | 29:05 | 37:54 | 37:54 | 12:35 | 09:19 |
 | Yasha | 25 | 89.29% | 91.9 | 48.00% | +14.67% | -48.00% | +18.67% | 14.55% | 19:16 | 12:47 | 16:44 | 19:42 | 21:19 | 27:54 | 04:35 | 03:23 |
 | Quelling Blade | 28 | 100.00% | 89.2 | 46.43% | +46.43% | -3.57% | +10.71% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:27 | 00:00 | 00:00 |
 | Boots of Speed | 28 | 100.00% | 86.5 | 46.43% | +46.43% | +10.71% | -17.86% | -16.48% | 05:09 | 02:56 | 04:01 | 04:43 | 05:45 | 11:40 | 01:44 | 01:17 |
 | Power Treads | 28 | 100.00% | 83.8 | 46.43% | +46.43% | -3.57% | -3.57% | 0.00% | 07:13 | 04:47 | 05:29 | 06:11 | 07:39 | 17:10 | 02:10 | 01:36 |
 | Javelin | 26 | 92.86% | 81.1 | 46.15% | -3.85% | +10.99% | -12.82% | -4.91% | 11:18 | 06:10 | 08:01 | 09:22 | 12:52 | 31:13 | 04:51 | 03:35 |
 | Maelstrom | 26 | 92.86% | 78.4 | 46.15% | -3.85% | +10.99% | -12.82% | -6.00% | 14:39 | 11:08 | 11:56 | 12:54 | 15:54 | 31:24 | 03:58 | 02:56 |
 | Magic Stick | 27 | 96.43% | 75.7 | 44.44% | -55.56% | +12.70% | -1.58% | -3.63% | 03:19 | -01:29 | -01:29 | 00:51 | 05:25 | 20:31 | 06:54 | 05:06 |
 | Magic Wand | 27 | 96.43% | 73.0 | 44.44% | -55.56% | +12.70% | +12.70% | 0.00% | 10:24 | 01:38 | 03:57 | 11:40 | 13:53 | 26:36 | 09:56 | 07:21 |
 | Sange | 24 | 85.71% | 70.3 | 45.83% | -4.17% | +20.84% | +4.17% | -4.47% | 19:11 | 14:29 | 16:41 | 18:42 | 20:25 | 27:40 | 03:44 | 02:45 |
 | Sange and Yasha | 22 | 78.57% | 67.6 | 45.45% | -4.55% | -12.12% | -5.45% | 2.24% | 21:24 | 17:46 | 19:45 | 20:37 | 22:44 | 27:40 | 02:59 | 02:12 |
 | Eye of Skadi | 11 | 39.29% | 64.9 | 54.55% | +13.37% | -21.22% | -21.22% | 0.00% | 34:16 | 29:03 | 30:22 | 32:41 | 34:10 | 44:44 | 03:48 | 02:48 |
 | Black King Bar | 18 | 64.29% | 62.2 | 44.44% | -5.56% | +15.56% | -19.44% | -5.79% | 27:54 | 18:25 | 22:41 | 26:42 | 28:44 | 51:23 | 06:03 | 04:28 |
 | Butterfly | 2 | 7.14% | 59.5 | 100.00% | +57.69% | 0.00% | 0.00% | 0.00% | 41:47 | 41:13 | 41:13 | 42:20 | 42:20 | 42:20 | 01:07 | 00:49 |
 | Mjollnir | 7 | 25.00% | 56.8 | 57.14% | +14.28% | +42.86% | -57.14% | -10.02% | 33:44 | 21:40 | 27:19 | 36:02 | 37:18 | 39:48 | 09:59 | 07:23 |
 | Satanic | 5 | 17.86% | 54.1 | 60.00% | +16.52% | +40.00% | +40.00% | 0.00% | 38:44 | 25:52 | 25:52 | 35:21 | 40:14 | 1:02:38 | 14:22 | 10:38 |
 | Wraith Band | 5 | 17.86% | 51.4 | 60.00% | +16.52% | -60.00% | +40.00% | 100.00% | 03:49 | 02:36 | 02:36 | 03:00 | 03:14 | 07:20 | 00:38 | 00:28 |
 | Morbid Mask | 10 | 35.71% | 48.6 | 40.00% | -10.00% | -40.00% | +60.00% | 3.29% | 21:43 | 03:50 | 08:23 | 09:16 | 38:48 | 1:02:02 | 30:25 | 22:31 |
 | Manta Style | 3 | 10.71% | 45.9 | 66.67% | +22.67% | -66.67% | 0.00% | 0.00% | 25:19 | 21:47 | 21:47 | 22:37 | 31:33 | 31:33 | 09:46 | 07:14 |
 | Aghanim's Blessing | 1 | 3.57% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 00:00 | 00:00 |
 | Blight Stone | 1 | 3.57% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:04 | 08:04 | 08:04 | 08:04 | 08:04 | 08:04 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 3.57% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:11 | 38:11 | 38:11 | 38:11 | 38:11 | 38:11 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 3.57% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:37 | 08:37 | 08:37 | 08:37 | 08:37 | 08:37 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 3.57% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:53 | 09:53 | 09:53 | 09:53 | 09:53 | 09:53 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 3.57% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:04 | 08:04 | 08:04 | 08:04 | 08:04 | 08:04 | 00:00 | 00:00 |
 | Ring of Health | 1 | 3.57% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:35 | 02:35 | 02:35 | 02:35 | 02:35 | 02:35 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 3.57% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:09 | 07:09 | 07:09 | 07:09 | 07:09 | 07:09 | 00:00 | 00:00 |
 | Silver Edge | 1 | 3.57% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 00:00 | 00:00 |
 | Crystalys | 2 | 7.14% | 18.9 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 44:36 | 38:31 | 38:31 | 50:40 | 50:40 | 50:40 | 12:09 | 09:00 |
 | Daedalus | 2 | 7.14% | 16.2 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 44:52 | 38:51 | 38:51 | 50:53 | 50:53 | 50:53 | 12:02 | 08:54 |
 | Monkey King Bar | 2 | 7.14% | 13.5 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 34:36 | 33:17 | 33:17 | 35:55 | 35:55 | 35:55 | 02:38 | 01:57 |
 | Hand of Midas | 2 | 7.14% | 10.8 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 10:32 | 09:05 | 09:05 | 11:58 | 11:58 | 11:58 | 02:53 | 02:08 |
 | Nullifier | 3 | 10.71% | 8.1 | 33.33% | -14.67% | -33.33% | 0.00% | 0.00% | 45:13 | 44:50 | 44:50 | 45:21 | 45:27 | 45:27 | 00:37 | 00:27 |
 | Helm of Iron Will | 3 | 10.71% | 5.4 | 33.33% | -14.67% | -33.33% | 0.00% | 0.00% | 44:31 | 43:32 | 43:32 | 44:50 | 45:10 | 45:10 | 01:38 | 01:12 |
 | Mask of Madness | 4 | 14.29% | 2.7 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 09:58 | 06:48 | 06:48 | 09:41 | 11:27 | 11:54 | 04:39 | 03:26 |