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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 | |
 | Blight Stone | 11 | 45.83% | 100.0 | 72.73% | +49.65% | +27.27% | -39.40% | -19.23% | 03:48 | -01:29 | -01:29 | -01:29 | 04:57 | 21:15 | 06:26 | 04:45 |
 | Tranquil Boots | 6 | 25.00% | 97.8 | 83.33% | +50.00% | -33.33% | +16.67% | 17.05% | 10:21 | 06:14 | 09:07 | 09:57 | 12:03 | 13:58 | 02:56 | 02:10 |
 | Solar Crest | 5 | 20.83% | 95.7 | 80.00% | +43.16% | +20.00% | +20.00% | 0.00% | 24:04 | 18:54 | 18:54 | 20:18 | 26:32 | 35:21 | 07:38 | 05:39 |
 | Crown | 7 | 29.17% | 93.5 | 71.43% | +36.14% | +28.57% | -21.43% | -17.86% | 20:24 | 12:29 | 17:02 | 19:08 | 19:50 | 29:21 | 02:48 | 02:04 |
 | Magic Wand | 19 | 79.17% | 91.3 | 52.63% | +32.63% | -52.63% | +47.37% | 25.32% | 13:02 | 05:10 | 09:12 | 11:32 | 13:09 | 33:03 | 03:57 | 02:55 |
 | Blink Dagger | 12 | 50.00% | 89.1 | 58.33% | +25.00% | +41.67% | -25.00% | -6.56% | 26:29 | 19:56 | 20:46 | 21:54 | 30:56 | 45:47 | 10:10 | 07:31 |
 | Boots of Speed | 24 | 100.00% | 87.0 | 45.83% | +45.83% | -29.16% | +37.50% | 27.39% | 05:58 | 03:34 | 04:27 | 05:35 | 06:53 | 10:36 | 02:26 | 01:48 |
 | Magic Stick | 24 | 100.00% | 84.8 | 45.83% | +45.83% | +4.17% | +4.17% | 0.00% | 03:44 | -01:29 | -01:29 | 01:10 | 08:14 | 13:09 | 09:43 | 07:11 |
 | Aghanim's Scepter | 8 | 33.33% | 82.6 | 62.50% | +25.00% | -12.50% | +37.50% | 3.19% | 35:55 | 17:22 | 25:17 | 35:27 | 40:58 | 50:41 | 15:41 | 11:37 |
 | Medallion of Courage | 8 | 33.33% | 80.4 | 62.50% | +25.00% | +37.50% | -12.50% | -9.32% | 15:05 | 06:47 | 11:35 | 14:34 | 16:57 | 21:15 | 05:22 | 03:58 |
 | Wind Lace | 13 | 54.17% | 78.3 | 53.85% | +17.49% | +12.82% | -20.52% | -4.14% | 12:11 | -01:29 | 06:14 | 10:20 | 14:17 | 30:12 | 08:03 | 05:57 |
 | Chainmail | 9 | 37.50% | 76.1 | 55.56% | +15.56% | +44.44% | -5.56% | -8.60% | 14:28 | 06:07 | 10:45 | 15:00 | 16:34 | 20:56 | 05:49 | 04:18 |
 | Aghanim's Shard | 9 | 37.50% | 73.9 | 55.56% | +15.56% | +44.44% | -55.56% | -6.52% | 30:47 | 20:18 | 21:42 | 26:09 | 37:02 | 46:39 | 15:20 | 11:21 |
 | Ring of Basilius | 4 | 16.67% | 71.7 | 75.00% | +35.00% | +25.00% | -75.00% | -2.75% | 41:57 | 10:13 | 10:13 | 41:04 | 46:36 | 1:09:56 | 36:23 | 26:57 |
 | Fluffy Hat | 13 | 54.17% | 69.6 | 46.15% | +0.70% | -12.82% | -12.82% | 0.00% | 19:18 | 10:15 | 10:41 | 15:38 | 20:50 | 60:05 | 10:09 | 07:31 |
 | Ring of Protection | 8 | 33.33% | 67.4 | 50.00% | +6.25% | +50.00% | 0.00% | -1.26% | 19:49 | -01:29 | -01:29 | 02:36 | 41:04 | 1:09:56 | 42:33 | 31:31 |
 | Glimmer Cape | 5 | 20.83% | 65.2 | 60.00% | +17.89% | +40.00% | +40.00% | 0.00% | 29:22 | 18:44 | 18:44 | 29:35 | 30:00 | 45:57 | 11:16 | 08:20 |
 | Aeon Disk | 3 | 12.50% | 63.0 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 1:08:17 | 57:23 | 57:23 | 1:01:12 | 1:26:17 | 1:26:17 | 28:54 | 21:24 |
 | Vladmir's Offering | 3 | 12.50% | 60.9 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 52:32 | 41:04 | 41:04 | 46:36 | 1:09:56 | 1:09:56 | 28:52 | 21:22 |
 | Buckler | 3 | 12.50% | 58.7 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 52:32 | 41:04 | 41:04 | 46:36 | 1:09:56 | 1:09:56 | 28:52 | 21:22 |
 | Morbid Mask | 3 | 12.50% | 58.7 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 52:32 | 41:04 | 41:04 | 46:36 | 1:09:56 | 1:09:56 | 28:52 | 21:22 |
 | Force Staff | 9 | 37.50% | 54.3 | 33.33% | -20.00% | +16.67% | -33.33% | -3.86% | 28:34 | 15:26 | 19:41 | 22:55 | 32:38 | 60:05 | 12:57 | 09:35 |
 | Veil of Discord | 1 | 4.17% | 52.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:29 | 14:29 | 14:29 | 14:29 | 14:29 | 14:29 | 00:00 | 00:00 |
 | Wind Waker | 1 | 4.17% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:03 | 47:03 | 47:03 | 47:03 | 47:03 | 47:03 | 00:00 | 00:00 |
 | Null Talisman | 1 | 4.17% | 47.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:23 | 02:23 | 02:23 | 02:23 | 02:23 | 02:23 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 8.33% | 45.7 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 26:39 | 20:23 | 20:23 | 32:55 | 32:55 | 32:55 | 12:32 | 09:17 |
 | Void Stone | 3 | 12.50% | 43.5 | 33.33% | -14.29% | -33.33% | 0.00% | 0.00% | 35:18 | 20:23 | 20:23 | 32:32 | 52:59 | 52:59 | 32:36 | 24:08 |
 | Sange | 3 | 12.50% | 41.3 | 33.33% | -14.29% | -33.33% | 0.00% | 0.00% | 17:27 | 13:19 | 13:19 | 17:20 | 21:42 | 21:42 | 08:23 | 06:12 |
 | Black King Bar | 3 | 12.50% | 39.1 | 33.33% | -14.29% | -33.33% | 0.00% | 0.00% | 32:26 | 19:03 | 19:03 | 23:24 | 54:52 | 54:52 | 35:49 | 26:31 |
 | Kaya and Sange | 3 | 12.50% | 37.0 | 33.33% | -14.29% | -33.33% | 0.00% | 0.00% | 18:44 | 17:01 | 17:01 | 17:20 | 21:52 | 21:52 | 04:51 | 03:35 |
 | Kaya | 3 | 12.50% | 34.8 | 33.33% | -14.29% | +66.67% | 0.00% | 0.00% | 15:29 | 14:14 | 14:14 | 15:28 | 16:45 | 16:45 | 02:31 | 01:51 |
 | Ghost Scepter | 4 | 16.67% | 32.6 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 41:54 | 28:03 | 28:03 | 29:13 | 49:27 | 60:51 | 21:24 | 15:51 |
 | Arcane Boots | 4 | 16.67% | 30.4 | 25.00% | -25.00% | +75.00% | -25.00% | -65.22% | 12:30 | 11:21 | 11:21 | 12:34 | 12:53 | 13:11 | 01:32 | 01:08 |
 | Bottle | 6 | 25.00% | 28.3 | 16.67% | -38.89% | +33.33% | -16.67% | -50.00% | 01:42 | 00:46 | 01:31 | 01:39 | 01:58 | 02:31 | 00:27 | 00:20 |
 | Divine Rapier | 1 | 4.17% | 26.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:46 | 54:46 | 54:46 | 54:46 | 54:46 | 54:46 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 4.17% | 23.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:46 | 58:46 | 58:46 | 58:46 | 58:46 | 58:46 | 00:00 | 00:00 |
 | Ring of Health | 1 | 4.17% | 21.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 00:00 | 00:00 |
 | Mekansm | 1 | 4.17% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:33 | 17:33 | 17:33 | 17:33 | 17:33 | 17:33 | 00:00 | 00:00 |
 | Bracer | 1 | 4.17% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:35 | 05:35 | 05:35 | 05:35 | 05:35 | 05:35 | 00:00 | 00:00 |
 | Daedalus | 1 | 4.17% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 00:00 | 00:00 |
 | Headdress | 1 | 4.17% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:17 | 14:17 | 14:17 | 14:17 | 14:17 | 14:17 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 4.17% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:59 | 52:59 | 52:59 | 52:59 | 52:59 | 52:59 | 00:00 | 00:00 |
 | Soul Ring | 2 | 8.33% | 8.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 03:58 | 03:41 | 03:41 | 04:15 | 04:15 | 04:15 | 00:34 | 00:25 |
 | Ethereal Blade | 1 | 4.17% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:23 | 1:07:23 | 1:07:23 | 1:07:23 | 1:07:23 | 1:07:23 | 00:00 | 00:00 |
 | Crystalys | 1 | 4.17% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:58 | 37:58 | 37:58 | 37:58 | 37:58 | 37:58 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 4.17% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:58 | 18:58 | 18:58 | 18:58 | 18:58 | 18:58 | 00:00 | 00:00 |