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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 | |
 | Crown | 38 | 90.48% | 100.0 | 73.68% | +48.68% | -3.68% | +15.21% | 6.87% | 10:10 | 01:57 | 08:38 | 09:30 | 11:23 | 24:38 | 02:45 | 02:02 |
 | Rod of Atos | 38 | 90.48% | 98.1 | 73.68% | +48.68% | +6.32% | +4.10% | -0.90% | 14:34 | 11:46 | 12:53 | 13:36 | 15:21 | 24:47 | 02:28 | 01:49 |
 | Bracer | 31 | 73.81% | 96.2 | 74.19% | +19.64% | -11.69% | +0.81% | 12.50% | 02:21 | 01:16 | 01:48 | 02:16 | 02:38 | 04:08 | 00:50 | 00:37 |
 | Power Treads | 30 | 71.43% | 94.2 | 73.33% | +15.00% | -23.33% | +12.38% | 18.63% | 08:46 | 05:08 | 06:51 | 07:44 | 08:46 | 21:50 | 01:55 | 01:25 |
 | Void Stone | 9 | 21.43% | 92.3 | 88.89% | +25.25% | -38.89% | +11.11% | 2.27% | 28:01 | 09:35 | 13:56 | 29:14 | 35:55 | 52:50 | 21:59 | 16:17 |
 | Vanguard | 9 | 21.43% | 90.4 | 88.89% | +25.25% | +11.11% | +11.11% | 0.00% | 18:14 | 05:40 | 06:04 | 09:24 | 29:51 | 42:22 | 23:47 | 17:37 |
 | Boots of Speed | 42 | 100.00% | 88.5 | 69.05% | +69.05% | +3.68% | +0.95% | -0.95% | 05:30 | -01:29 | 04:00 | 05:41 | 06:53 | 11:25 | 02:53 | 02:08 |
 | Shiva's Guard | 5 | 11.90% | 86.5 | 100.00% | +35.14% | 0.00% | 0.00% | 0.00% | 33:25 | 29:56 | 29:56 | 31:53 | 32:43 | 41:58 | 02:47 | 02:03 |
 | Black King Bar | 32 | 76.19% | 84.6 | 68.75% | -1.25% | +6.25% | -6.25% | -1.75% | 24:03 | 16:29 | 19:43 | 22:07 | 26:52 | 41:55 | 07:09 | 05:17 |
 | Helm of Iron Will | 8 | 19.05% | 82.7 | 87.50% | +22.79% | +12.50% | -37.50% | -8.31% | 26:08 | 17:01 | 21:00 | 26:42 | 27:01 | 34:08 | 06:01 | 04:27 |
 | Magic Wand | 29 | 69.05% | 80.8 | 68.97% | -0.26% | +2.46% | -11.83% | -2.62% | 08:50 | 02:23 | 05:02 | 07:56 | 10:29 | 26:52 | 05:27 | 04:02 |
 | Soul Ring | 36 | 85.71% | 78.8 | 66.67% | -16.66% | -11.11% | +22.22% | 7.75% | 07:53 | 02:53 | 05:01 | 07:48 | 09:19 | 17:05 | 04:18 | 03:11 |
 | Quelling Blade | 38 | 90.48% | 76.9 | 65.79% | -34.21% | -25.79% | +11.99% | 0.00% | -01:24 | -01:29 | -01:29 | -01:29 | -01:29 | 01:25 | 00:00 | 00:00 |
 | Magic Stick | 33 | 78.57% | 75.0 | 66.67% | -11.11% | +20.83% | -4.17% | -3.23% | 05:13 | -01:29 | 01:02 | 05:09 | 08:46 | 16:38 | 07:44 | 05:43 |
 | Ring of Protection | 37 | 88.10% | 73.1 | 64.86% | -35.14% | +1.81% | +24.03% | 3.73% | 05:57 | -01:29 | 02:50 | 06:24 | 08:47 | 17:05 | 05:57 | 04:24 |
 | Ring of Health | 17 | 40.48% | 71.2 | 70.59% | +2.59% | -45.59% | +4.41% | 2.05% | 14:26 | 02:18 | 02:50 | 05:42 | 27:10 | 42:21 | 24:20 | 18:01 |
 | Chainmail | 7 | 16.67% | 69.2 | 85.71% | +20.00% | +14.29% | +14.29% | 0.00% | 08:55 | 03:14 | 05:41 | 08:28 | 08:42 | 15:28 | 03:01 | 02:14 |
 | Blink Dagger | 7 | 16.67% | 67.3 | 85.71% | +20.00% | -35.71% | +14.29% | 3.99% | 33:41 | 21:58 | 25:19 | 33:49 | 37:50 | 50:41 | 12:31 | 09:16 |
 | Crimson Guard | 4 | 9.52% | 65.4 | 100.00% | +34.21% | 0.00% | 0.00% | 0.00% | 24:00 | 17:36 | 17:36 | 23:12 | 27:13 | 27:58 | 09:37 | 07:07 |
 | Skull Basher | 9 | 21.43% | 63.5 | 77.78% | +11.11% | -27.78% | +22.22% | 7.39% | 32:06 | 23:19 | 27:26 | 30:26 | 34:12 | 45:46 | 06:46 | 05:00 |
 | Aghanim's Shard | 11 | 26.19% | 61.5 | 72.73% | +4.99% | -6.06% | -39.40% | -8.97% | 26:01 | 18:39 | 23:27 | 25:27 | 27:10 | 38:28 | 03:43 | 02:45 |
 | Lotus Orb | 6 | 14.29% | 59.6 | 83.33% | +16.66% | +16.67% | +16.67% | 0.00% | 32:50 | 22:20 | 29:29 | 35:18 | 36:14 | 37:57 | 06:45 | 05:00 |
 | Phase Boots | 6 | 14.29% | 57.7 | 83.33% | +16.66% | -33.33% | +16.67% | 28.04% | 09:00 | 06:12 | 07:28 | 07:45 | 09:15 | 14:21 | 01:47 | 01:19 |
 | Nullifier | 3 | 7.14% | 55.8 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 30:20 | 24:50 | 24:50 | 30:30 | 35:40 | 35:40 | 10:50 | 08:01 |
 | Abyssal Blade | 3 | 7.14% | 53.8 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 42:06 | 37:24 | 37:24 | 42:36 | 46:17 | 46:17 | 08:53 | 06:34 |
 | Morbid Mask | 7 | 16.67% | 51.9 | 71.43% | +2.86% | -21.43% | -21.43% | 0.00% | 33:35 | 28:25 | 30:13 | 31:56 | 35:21 | 41:55 | 05:08 | 03:48 |
 | Wind Lace | 7 | 16.67% | 50.0 | 71.43% | +2.86% | -21.43% | +28.57% | 10.00% | 08:21 | -01:29 | 04:01 | 08:25 | 09:01 | 19:52 | 05:00 | 03:42 |
 | Buckler | 8 | 19.05% | 48.1 | 62.50% | -8.09% | +37.50% | +37.50% | 0.00% | 33:01 | 19:24 | 24:18 | 27:46 | 35:56 | 49:26 | 11:38 | 08:37 |
 | Satanic | 4 | 9.52% | 46.2 | 75.00% | +6.58% | -75.00% | +25.00% | 0.00% | 34:00 | 28:35 | 28:35 | 32:22 | 32:48 | 42:14 | 04:13 | 03:07 |
 | Heart of Tarrasque | 2 | 4.76% | 44.2 | 100.00% | +32.50% | 0.00% | 0.00% | 0.00% | 32:29 | 25:43 | 25:43 | 39:14 | 39:14 | 39:14 | 13:31 | 10:00 |
 | Overwhelming Blink | 2 | 4.76% | 42.3 | 100.00% | +32.50% | 0.00% | 0.00% | 0.00% | 49:19 | 45:27 | 45:27 | 53:10 | 53:10 | 53:10 | 07:43 | 05:42 |
 | Assault Cuirass | 5 | 11.90% | 40.4 | 60.00% | -10.27% | +40.00% | +40.00% | 0.00% | 32:38 | 25:19 | 25:19 | 28:17 | 31:55 | 49:32 | 06:36 | 04:53 |
 | Sange | 5 | 11.90% | 38.5 | 60.00% | -10.27% | +40.00% | -60.00% | 0.00% | 22:55 | 20:21 | 20:21 | 21:10 | 22:25 | 30:02 | 02:04 | 01:31 |
 | Heaven's Halberd | 5 | 11.90% | 36.5 | 60.00% | -10.27% | +40.00% | -60.00% | 0.00% | 24:59 | 21:51 | 21:51 | 23:41 | 23:49 | 32:10 | 01:58 | 01:27 |
 | Eul's Scepter of Divinity | 3 | 7.14% | 34.6 | 66.67% | -2.56% | +33.33% | 0.00% | 0.00% | 15:59 | 12:57 | 12:57 | 14:14 | 20:47 | 20:47 | 07:50 | 05:48 |
 | Headdress | 4 | 9.52% | 32.7 | 50.00% | -21.05% | +50.00% | -50.00% | 0.00% | 17:58 | 15:28 | 15:28 | 17:22 | 17:54 | 21:06 | 02:26 | 01:48 |
 | Guardian Greaves | 1 | 2.38% | 30.8 | 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 |
 | Arcane Boots | 1 | 2.38% | 28.8 | 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 | 2.38% | 26.9 | 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 |
 | Mekansm | 1 | 2.38% | 25.0 | 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 |
 | Fluffy Hat | 1 | 2.38% | 23.1 | 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 |
 | Swift Blink | 1 | 2.38% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.38% | 19.2 | 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 |
 | Scythe of Vyse | 1 | 2.38% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:02 | 53:02 | 53:02 | 53:02 | 53:02 | 53:02 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.38% | 15.4 | 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 |
 | Pipe of Insight | 3 | 7.14% | 13.5 | 33.33% | -38.46% | +66.67% | 0.00% | 0.00% | 20:59 | 17:37 | 17:37 | 21:35 | 23:44 | 23:44 | 06:07 | 04:31 |
 | Hood of Defiance | 4 | 9.52% | 11.5 | 25.00% | -48.68% | +75.00% | -25.00% | 0.00% | 10:25 | 07:21 | 07:21 | 08:48 | 09:16 | 16:15 | 01:55 | 01:25 |
 | Echo Sabre | 1 | 2.38% | 9.6 | 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 | 2.38% | 7.7 | 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 |
 | Vladmir's Offering | 1 | 2.38% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:56 | 35:56 | 35:56 | 35:56 | 35:56 | 35:56 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.38% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:56 | 35:56 | 35:56 | 35:56 | 35:56 | 35:56 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 2.38% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 00:00 | 00:00 |