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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 | |
 | Bracer | 16 | 66.67% | 100.0 | 75.00% | +37.50% | -25.00% | 0.00% | 25.00% | 02:32 | 01:29 | 02:01 | 02:15 | 02:50 | 04:08 | 00:49 | 00:36 |
 | Crown | 20 | 83.33% | 97.8 | 70.00% | +45.00% | -10.00% | +10.00% | 9.16% | 08:57 | 01:57 | 07:33 | 08:55 | 09:44 | 14:46 | 02:11 | 01:37 |
 | Rod of Atos | 20 | 83.33% | 95.6 | 70.00% | +45.00% | -10.00% | -30.00% | -8.28% | 14:11 | 11:51 | 12:31 | 13:37 | 14:56 | 21:10 | 02:25 | 01:47 |
 | Magic Wand | 19 | 79.17% | 93.3 | 68.42% | +28.42% | +11.58% | -28.42% | -7.23% | 08:51 | 02:23 | 04:57 | 07:56 | 10:29 | 26:52 | 05:32 | 04:05 |
 | Power Treads | 14 | 58.33% | 91.1 | 71.43% | +21.43% | -46.43% | +28.57% | 50.56% | 08:50 | 05:08 | 06:42 | 07:33 | 08:11 | 21:50 | 01:29 | 01:05 |
 | Boots of Speed | 24 | 100.00% | 88.9 | 62.50% | +62.50% | +4.17% | +20.83% | 6.17% | 05:19 | 01:46 | 03:40 | 05:03 | 06:22 | 11:25 | 02:42 | 02:00 |
 | Magic Stick | 21 | 87.50% | 86.7 | 61.90% | -4.77% | +38.10% | -21.90% | -8.53% | 04:35 | -01:29 | -01:26 | 05:09 | 08:28 | 12:59 | 09:54 | 07:20 |
 | Soul Ring | 20 | 83.33% | 84.4 | 60.00% | -15.00% | 0.00% | +20.00% | 4.84% | 07:30 | 03:41 | 04:50 | 07:19 | 08:58 | 17:05 | 04:08 | 03:03 |
 | Black King Bar | 16 | 66.67% | 82.2 | 62.50% | 0.00% | -12.50% | -37.50% | -4.52% | 22:16 | 16:29 | 18:01 | 19:54 | 23:33 | 33:02 | 05:32 | 04:05 |
 | Ring of Protection | 21 | 87.50% | 80.0 | 57.14% | -42.86% | +22.86% | +22.86% | 0.00% | 04:52 | -01:29 | -01:29 | 04:50 | 08:33 | 17:05 | 10:02 | 07:25 |
 | Quelling Blade | 21 | 87.50% | 77.8 | 57.14% | -42.86% | +22.86% | +2.86% | 0.00% | -01:21 | -01:29 | -01:29 | -01:29 | -01:29 | 01:25 | 00:00 | 00:00 |
 | Buckler | 5 | 20.83% | 75.6 | 80.00% | +22.11% | +20.00% | +20.00% | 0.00% | 30:21 | 19:24 | 19:24 | 27:46 | 30:49 | 49:26 | 11:25 | 08:27 |
 | Chainmail | 5 | 20.83% | 73.3 | 80.00% | +22.11% | +20.00% | +20.00% | 0.00% | 08:00 | 03:14 | 03:14 | 06:55 | 08:42 | 15:28 | 05:28 | 04:02 |
 | Phase Boots | 4 | 16.67% | 71.1 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 07:40 | 06:12 | 06:12 | 07:28 | 07:45 | 09:15 | 01:33 | 01:08 |
 | Void Stone | 4 | 16.67% | 68.9 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 18:44 | 09:35 | 09:35 | 13:56 | 22:11 | 29:14 | 12:36 | 09:20 |
 | Morbid Mask | 4 | 16.67% | 66.7 | 75.00% | +15.00% | -75.00% | +25.00% | 34.48% | 30:28 | 28:25 | 28:25 | 30:13 | 31:19 | 31:56 | 02:54 | 02:08 |
 | Heart of Tarrasque | 2 | 8.33% | 64.4 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 32:29 | 25:43 | 25:43 | 39:14 | 39:14 | 39:14 | 13:31 | 10:00 |
 | Ring of Health | 9 | 37.50% | 62.2 | 44.44% | -28.89% | -44.44% | +5.56% | 2.02% | 14:34 | 02:18 | 02:28 | 04:10 | 27:10 | 37:12 | 24:42 | 18:17 |
 | Vanguard | 3 | 12.50% | 60.0 | 66.67% | +4.77% | +33.33% | 0.00% | 0.00% | 16:32 | 06:04 | 06:04 | 06:17 | 37:15 | 37:15 | 31:11 | 23:05 |
 | Lotus Orb | 3 | 12.50% | 57.8 | 66.67% | +4.77% | +33.33% | 0.00% | 0.00% | 29:10 | 22:20 | 22:20 | 29:29 | 35:40 | 35:40 | 13:20 | 09:52 |
 | Satanic | 3 | 12.50% | 55.6 | 66.67% | +4.77% | -66.67% | 0.00% | 0.00% | 31:15 | 28:35 | 28:35 | 32:22 | 32:48 | 32:48 | 04:13 | 03:07 |
 | Assault Cuirass | 3 | 12.50% | 53.3 | 66.67% | +4.77% | +33.33% | 0.00% | 0.00% | 28:30 | 25:19 | 25:19 | 28:17 | 31:55 | 31:55 | 06:36 | 04:53 |
 | Wind Lace | 4 | 16.67% | 51.1 | 50.00% | -15.00% | -50.00% | +50.00% | 13.27% | 06:02 | -01:29 | -01:29 | 04:01 | 09:01 | 12:36 | 10:30 | 07:46 |
 | Skull Basher | 4 | 16.67% | 48.9 | 50.00% | -15.00% | -50.00% | +50.00% | 10.51% | 29:27 | 23:19 | 23:19 | 27:26 | 32:50 | 34:12 | 09:31 | 07:02 |
 | Aghanim's Shard | 4 | 16.67% | 46.7 | 50.00% | -15.00% | +50.00% | -50.00% | -21.28% | 28:54 | 23:29 | 23:29 | 25:27 | 28:11 | 38:28 | 04:42 | 03:28 |
 | Headdress | 4 | 16.67% | 44.4 | 50.00% | -15.00% | +50.00% | -50.00% | -41.10% | 17:58 | 15:28 | 15:28 | 17:22 | 17:54 | 21:06 | 02:26 | 01:48 |
 | Abyssal Blade | 1 | 4.17% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:24 | 37:24 | 37:24 | 37:24 | 37:24 | 37:24 | 00:00 | 00:00 |
 | Nullifier | 1 | 4.17% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 4.17% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:48 | 13:48 | 13:48 | 13:48 | 13:48 | 13:48 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 4.17% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 00:00 | 00:00 |
 | Force Staff | 1 | 4.17% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:47 | 19:47 | 19:47 | 19:47 | 19:47 | 19:47 | 00:00 | 00:00 |
 | Mekansm | 1 | 4.17% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 4.17% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:41 | 14:41 | 14:41 | 14:41 | 14:41 | 14:41 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 4.17% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 4.17% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 4.17% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 8.33% | 20.0 | 50.00% | -13.64% | +50.00% | 0.00% | 0.00% | 28:07 | 23:25 | 23:25 | 32:48 | 32:48 | 32:48 | 09:23 | 06:57 |
 | Blink Dagger | 2 | 8.33% | 17.8 | 50.00% | -13.64% | -50.00% | 0.00% | 0.00% | 23:39 | 21:58 | 21:58 | 25:19 | 25:19 | 25:19 | 03:21 | 02:28 |
 | Eul's Scepter of Divinity | 2 | 8.33% | 15.6 | 50.00% | -13.64% | +50.00% | 0.00% | 0.00% | 13:36 | 12:57 | 12:57 | 14:14 | 14:14 | 14:14 | 01:17 | 00:57 |
 | Pipe of Insight | 3 | 12.50% | 13.3 | 33.33% | -33.34% | +66.67% | 0.00% | 0.00% | 20:59 | 17:37 | 17:37 | 21:35 | 23:44 | 23:44 | 06:07 | 04:31 |
 | Heaven's Halberd | 3 | 12.50% | 11.1 | 33.33% | -33.34% | +66.67% | 0.00% | 0.00% | 25:54 | 21:51 | 21:51 | 23:41 | 32:10 | 32:10 | 10:19 | 07:38 |
 | Sange | 3 | 12.50% | 8.9 | 33.33% | -33.34% | +66.67% | 0.00% | 0.00% | 23:56 | 20:35 | 20:35 | 21:10 | 30:02 | 30:02 | 09:27 | 07:00 |
 | Hood of Defiance | 4 | 16.67% | 6.7 | 25.00% | -45.00% | +75.00% | -25.00% | -52.17% | 10:25 | 07:21 | 07:21 | 08:48 | 09:16 | 16:15 | 01:55 | 01:25 |
 | Echo Sabre | 1 | 4.17% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:52 | 10:52 | 10:52 | 10:52 | 10:52 | 10:52 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 1 | 4.17% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |