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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 | |
 | Ring of Protection | 12 | 80.00% | 100.0 | 50.00% | +50.00% | -16.67% | +16.67% | 4.41% | 06:36 | -01:29 | -01:29 | -01:28 | 09:03 | 27:03 | 10:32 | 07:48 |
 | Boots of Speed | 15 | 100.00% | 97.4 | 40.00% | +40.00% | -15.00% | +10.00% | 14.29% | 06:48 | 01:11 | 03:14 | 04:04 | 04:59 | 37:25 | 01:45 | 01:17 |
 | Tranquil Boots | 5 | 33.33% | 94.7 | 60.00% | +30.00% | +40.00% | +40.00% | 0.00% | 12:14 | 05:56 | 05:56 | 12:07 | 13:55 | 18:08 | 07:59 | 05:54 |
 | Aghanim's Scepter | 9 | 60.00% | 92.1 | 44.44% | +11.11% | +5.56% | +5.56% | 0.00% | 25:32 | 17:47 | 18:53 | 22:27 | 24:21 | 48:54 | 05:28 | 04:02 |
 | Urn of Shadows | 9 | 60.00% | 89.5 | 44.44% | +11.11% | +5.56% | -44.44% | -8.85% | 06:38 | 02:38 | 03:20 | 07:20 | 08:59 | 09:39 | 05:39 | 04:11 |
 | Quelling Blade | 9 | 60.00% | 86.8 | 44.44% | +11.11% | +5.56% | +5.56% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Morbid Mask | 3 | 20.00% | 84.2 | 66.67% | +33.34% | +33.33% | 0.00% | -3.09% | 28:06 | 23:47 | 23:47 | 25:57 | 34:35 | 34:35 | 10:48 | 08:00 |
 | Vladmir's Offering | 3 | 20.00% | 81.6 | 66.67% | +33.34% | +33.33% | 0.00% | -2.95% | 31:17 | 26:07 | 26:07 | 30:18 | 37:26 | 37:26 | 11:19 | 08:22 |
 | Magic Stick | 12 | 80.00% | 78.9 | 33.33% | -33.34% | 0.00% | +33.34% | 33.34% | 01:35 | -01:30 | -01:29 | 00:50 | 02:03 | 10:11 | 03:32 | 02:37 |
 | Wind Lace | 8 | 53.33% | 76.3 | 37.50% | -5.36% | +12.50% | +12.50% | 0.00% | 11:42 | -01:29 | 07:19 | 10:41 | 16:07 | 20:03 | 08:48 | 06:31 |
 | Bottle | 4 | 26.67% | 73.7 | 50.00% | +13.64% | -50.00% | +50.00% | 14.71% | 12:34 | 02:30 | 02:30 | 06:02 | 09:18 | 32:24 | 06:48 | 05:02 |
 | Buckler | 4 | 26.67% | 71.1 | 50.00% | +13.64% | +50.00% | -50.00% | -8.29% | 20:43 | 12:39 | 12:39 | 18:26 | 24:43 | 27:04 | 12:04 | 08:56 |
 | Ring of Basilius | 4 | 26.67% | 68.4 | 50.00% | +13.64% | -50.00% | +50.00% | 6.76% | 17:04 | 06:49 | 06:49 | 13:29 | 21:37 | 26:19 | 14:48 | 10:57 |
 | Power Treads | 1 | 6.67% | 65.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:17 | 15:17 | 15:17 | 15:17 | 15:17 | 15:17 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 6.67% | 63.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 6.67% | 60.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 00:00 | 00:00 |
 | Headdress | 1 | 6.67% | 57.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:11 | 21:11 | 21:11 | 21:11 | 21:11 | 21:11 | 00:00 | 00:00 |
 | Soul Ring | 1 | 6.67% | 55.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:58 | 09:58 | 09:58 | 09:58 | 09:58 | 09:58 | 00:00 | 00:00 |
 | Magic Wand | 9 | 60.00% | 52.6 | 22.22% | -44.45% | -22.22% | +27.78% | 5.78% | 10:52 | 05:23 | 05:32 | 11:08 | 14:11 | 17:18 | 08:39 | 06:24 |
 | Spirit Vessel | 2 | 13.33% | 50.0 | 50.00% | +11.54% | -50.00% | 0.00% | 0.00% | 13:32 | 13:12 | 13:12 | 13:52 | 13:52 | 13:52 | 00:40 | 00:29 |
 | Black King Bar | 2 | 13.33% | 47.4 | 50.00% | +11.54% | +50.00% | 0.00% | 0.00% | 33:43 | 27:03 | 27:03 | 40:22 | 40:22 | 40:22 | 13:19 | 09:51 |
 | Hood of Defiance | 2 | 13.33% | 44.7 | 50.00% | +11.54% | +50.00% | 0.00% | 0.00% | 15:19 | 12:25 | 12:25 | 18:12 | 18:12 | 18:12 | 05:47 | 04:17 |
 | Aeon Disk | 2 | 13.33% | 42.1 | 50.00% | +11.54% | +50.00% | 0.00% | 0.00% | 32:20 | 28:26 | 28:26 | 36:14 | 36:14 | 36:14 | 07:48 | 05:46 |
 | Bracer | 3 | 20.00% | 39.5 | 33.33% | -8.34% | +66.67% | 0.00% | -12.58% | 04:09 | 01:58 | 01:58 | 03:14 | 07:16 | 07:16 | 05:18 | 03:55 |
 | Ring of Health | 3 | 20.00% | 36.8 | 33.33% | -8.34% | +66.67% | 0.00% | -4.45% | 19:17 | 12:25 | 12:25 | 18:04 | 27:23 | 27:23 | 14:58 | 11:05 |
 | Phase Boots | 5 | 33.33% | 34.2 | 20.00% | -30.00% | +80.00% | -20.00% | -36.14% | 11:14 | 08:12 | 08:12 | 10:22 | 10:58 | 17:35 | 02:46 | 02:02 |
 | Chainmail | 6 | 40.00% | 31.6 | 16.67% | -38.89% | +33.33% | -16.67% | -6.32% | 10:59 | 07:17 | 08:12 | 08:24 | 16:07 | 17:10 | 07:55 | 05:51 |
 | Crown | 1 | 6.67% | 28.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 00:00 | 00:00 |
 | Blight Stone | 1 | 6.67% | 26.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 00:00 | 00:00 |
 | Fluffy Hat | 3 | 20.00% | 23.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 12:56 | 05:56 | 05:56 | 09:15 | 23:36 | 23:36 | 17:40 | 13:05 |
 | Blink Dagger | 1 | 6.67% | 21.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:01 | 25:01 | 25:01 | 25:01 | 25:01 | 25:01 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 6.67% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 6.67% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 6.67% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 6.67% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 00:00 | 00:00 |
 | Void Stone | 1 | 6.67% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 6.67% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 13.33% | 2.6 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 31:43 | 20:59 | 20:59 | 42:26 | 42:26 | 42:26 | 21:27 | 15:53 |