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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 | |
 | Shiva's Guard | 4 | 28.57% | 100.0 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 34:04 | 28:57 | 28:57 | 30:24 | 36:11 | 40:42 | 07:14 | 05:21 |
 | Bloodstone | 3 | 21.43% | 97.4 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 25:15 | 13:31 | 13:31 | 29:06 | 33:08 | 33:08 | 19:37 | 14:31 |
 | Pipe of Insight | 2 | 14.29% | 94.9 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 26:26 | 19:34 | 19:34 | 33:17 | 33:17 | 33:17 | 13:43 | 10:09 |
 | Ring of Protection | 13 | 92.86% | 92.3 | 46.15% | +46.15% | -12.82% | -12.82% | 0.00% | 03:16 | -01:29 | -01:29 | 03:58 | 06:10 | 11:15 | 07:39 | 05:40 |
 | Magic Stick | 13 | 92.86% | 89.7 | 46.15% | +46.15% | -12.82% | +20.52% | 4.70% | 05:54 | -01:28 | 02:16 | 04:44 | 09:22 | 12:02 | 07:06 | 05:15 |
 | Soul Ring | 13 | 92.86% | 87.2 | 46.15% | +46.15% | +53.85% | -46.15% | -35.09% | 08:43 | 05:01 | 06:22 | 08:40 | 09:13 | 14:06 | 02:51 | 02:06 |
 | Boots of Speed | 14 | 100.00% | 84.6 | 42.86% | +42.86% | +32.14% | -42.86% | -18.99% | 05:33 | 02:11 | 03:21 | 05:07 | 07:18 | 10:20 | 03:57 | 02:55 |
 | Magic Wand | 14 | 100.00% | 82.1 | 42.86% | +42.86% | -17.86% | +23.81% | 5.71% | 09:26 | -01:29 | 05:18 | 08:40 | 12:36 | 20:12 | 07:18 | 05:24 |
 | Arcane Boots | 14 | 100.00% | 79.5 | 42.86% | +42.86% | +32.14% | -9.53% | -10.82% | 08:23 | 03:22 | 06:34 | 07:42 | 10:25 | 14:41 | 03:51 | 02:51 |
 | Blink Dagger | 6 | 42.86% | 76.9 | 50.00% | +12.50% | +50.00% | -50.00% | -5.02% | 31:00 | 18:16 | 22:12 | 23:58 | 42:07 | 53:59 | 19:55 | 14:45 |
 | Headdress | 3 | 21.43% | 74.4 | 66.67% | +30.31% | +33.33% | 0.00% | 0.00% | 19:31 | 10:18 | 10:18 | 15:18 | 32:57 | 32:57 | 22:39 | 16:46 |
 | Quelling Blade | 12 | 85.71% | 71.8 | 33.33% | -66.67% | 0.00% | 0.00% | 0.00% | -01:20 | -01:30 | -01:29 | -01:29 | -01:29 | 00:17 | 00:00 | 00:00 |
 | Kaya and Sange | 12 | 85.71% | 69.2 | 33.33% | -66.67% | +33.34% | 0.00% | -5.35% | 23:26 | 15:44 | 17:31 | 19:10 | 23:45 | 44:54 | 06:14 | 04:37 |
 | Kaya | 12 | 85.71% | 66.7 | 33.33% | -66.67% | +33.34% | -33.33% | -17.54% | 18:54 | 10:51 | 14:59 | 17:42 | 18:47 | 36:39 | 03:48 | 02:48 |
 | Ring of Health | 12 | 85.71% | 64.1 | 33.33% | -66.67% | 0.00% | 0.00% | 0.00% | 12:29 | 02:28 | 03:05 | 07:04 | 13:23 | 39:00 | 10:18 | 07:37 |
 | Aghanim's Scepter | 4 | 28.57% | 61.5 | 50.00% | +10.00% | +50.00% | -50.00% | -7.81% | 30:02 | 21:46 | 21:46 | 26:00 | 34:34 | 37:48 | 12:48 | 09:28 |
 | Sange | 11 | 78.57% | 59.0 | 27.27% | -72.73% | +6.06% | -27.27% | -5.14% | 18:58 | 14:56 | 15:04 | 15:47 | 21:33 | 27:30 | 06:29 | 04:48 |
 | Bottle | 1 | 7.14% | 56.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:39 | 01:39 | 01:39 | 01:39 | 01:39 | 01:39 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 7.14% | 53.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:22 | 35:22 | 35:22 | 35:22 | 35:22 | 35:22 | 00:00 | 00:00 |
 | Bracer | 5 | 35.71% | 51.3 | 40.00% | -4.44% | -40.00% | +60.00% | 60.61% | 02:44 | 01:39 | 01:39 | 03:07 | 03:18 | 03:18 | 01:39 | 01:13 |
 | Hood of Defiance | 6 | 42.86% | 48.7 | 33.33% | -16.67% | +16.67% | -33.33% | -25.00% | 11:04 | 08:57 | 10:23 | 10:25 | 12:23 | 13:52 | 02:00 | 01:28 |
 | Lotus Orb | 9 | 64.29% | 46.2 | 22.22% | -57.78% | -22.22% | +27.78% | 5.81% | 26:34 | 15:49 | 20:43 | 25:34 | 29:19 | 39:00 | 08:36 | 06:22 |
 | Void Stone | 9 | 64.29% | 43.6 | 22.22% | -57.78% | -22.22% | +27.78% | 11.15% | 24:18 | 12:33 | 20:37 | 23:58 | 25:06 | 34:27 | 04:29 | 03:19 |
 | Guardian Greaves | 2 | 14.29% | 41.0 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 19:05 | 17:11 | 17:11 | 20:59 | 20:59 | 20:59 | 03:48 | 02:48 |
 | Buckler | 2 | 14.29% | 38.5 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 18:05 | 15:10 | 15:10 | 20:59 | 20:59 | 20:59 | 05:49 | 04:18 |
 | Chainmail | 2 | 14.29% | 35.9 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 13:48 | 11:48 | 11:48 | 15:47 | 15:47 | 15:47 | 03:59 | 02:57 |
 | Mekansm | 2 | 14.29% | 33.3 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 16:05 | 13:52 | 13:52 | 18:18 | 18:18 | 18:18 | 04:26 | 03:17 |
 | Vanguard | 3 | 21.43% | 30.8 | 33.33% | -12.12% | -33.33% | 0.00% | 0.00% | 09:13 | 07:50 | 07:50 | 09:44 | 10:06 | 10:06 | 02:16 | 01:40 |
 | Scythe of Vyse | 3 | 21.43% | 28.2 | 33.33% | -12.12% | +66.67% | 0.00% | 0.00% | 38:48 | 34:10 | 34:10 | 34:49 | 47:24 | 47:24 | 13:14 | 09:48 |
 | Aghanim's Shard | 4 | 28.57% | 25.6 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 35:54 | 20:47 | 20:47 | 23:58 | 38:38 | 60:14 | 17:51 | 13:13 |
 | Ethereal Blade | 1 | 7.14% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:03 | 37:03 | 37:03 | 37:03 | 37:03 | 37:03 | 00:00 | 00:00 |
 | Wraith Band | 1 | 7.14% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:08 | 05:08 | 05:08 | 05:08 | 05:08 | 05:08 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 7.14% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 7.14% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:50 | 49:50 | 49:50 | 49:50 | 49:50 | 49:50 | 00:00 | 00:00 |
 | Black King Bar | 3 | 21.43% | 12.8 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 45:04 | 34:56 | 34:56 | 42:48 | 57:28 | 57:28 | 22:32 | 16:41 |
 | Wind Lace | 2 | 14.29% | 10.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 21:34 | 18:29 | 18:29 | 24:38 | 24:38 | 24:38 | 06:09 | 04:33 |
 | Eul's Scepter of Divinity | 2 | 14.29% | 7.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 22:43 | 20:35 | 20:35 | 24:50 | 24:50 | 24:50 | 04:15 | 03:08 |
 | Ghost Scepter | 1 | 7.14% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 7.14% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:47 | 54:47 | 54:47 | 54:47 | 54:47 | 54:47 | 00:00 | 00:00 |