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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 | |
 | Buckler | 7 | 18.42% | 100.0 | 57.14% | +34.56% | +42.86% | -57.14% | -9.23% | 34:32 | 23:02 | 25:43 | 31:08 | 36:33 | 55:48 | 10:50 | 08:01 |
 | Arcane Boots | 10 | 26.32% | 98.3 | 50.00% | +28.57% | -16.67% | -50.00% | -3.84% | 19:01 | 06:07 | 11:30 | 16:31 | 20:11 | 44:24 | 08:41 | 06:25 |
 | Ring of Health | 34 | 89.47% | 96.6 | 32.35% | +32.35% | +0.98% | -7.35% | -1.91% | 06:13 | 02:13 | 03:09 | 03:47 | 07:31 | 30:05 | 04:22 | 03:14 |
 | Quelling Blade | 37 | 97.37% | 94.9 | 29.73% | +29.73% | +3.60% | -7.51% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Magic Stick | 33 | 86.84% | 93.2 | 30.30% | +10.30% | -5.30% | +7.20% | 2.21% | 04:14 | -01:29 | -01:29 | 03:05 | 07:09 | 19:06 | 08:38 | 06:23 |
 | Rod of Atos | 33 | 86.84% | 91.5 | 30.30% | +10.30% | +7.20% | -17.80% | -13.51% | 15:08 | 11:48 | 13:52 | 14:37 | 15:43 | 20:52 | 01:51 | 01:22 |
 | Boots of Speed | 38 | 100.00% | 89.8 | 28.95% | +28.95% | -8.95% | -6.73% | 0.65% | 07:11 | 02:39 | 05:20 | 07:39 | 08:45 | 13:18 | 03:25 | 02:31 |
 | Void Stone | 16 | 42.11% | 88.1 | 37.50% | +14.77% | -12.50% | -37.50% | -1.45% | 25:44 | 13:28 | 15:42 | 20:39 | 32:59 | 47:09 | 17:17 | 12:48 |
 | Crown | 34 | 89.47% | 86.4 | 29.41% | +4.41% | +26.15% | -29.41% | -25.25% | 11:12 | 07:40 | 09:28 | 10:39 | 11:40 | 20:50 | 02:12 | 01:37 |
 | Soul Ring | 36 | 94.74% | 84.7 | 27.78% | -22.22% | +5.55% | -16.67% | -6.60% | 07:02 | 02:05 | 05:36 | 07:12 | 08:58 | 10:42 | 03:22 | 02:29 |
 | Ring of Protection | 36 | 94.74% | 83.1 | 27.78% | -22.22% | -5.56% | +5.55% | 1.94% | 03:51 | -01:30 | -01:29 | 04:47 | 07:13 | 09:43 | 08:42 | 06:26 |
 | Magic Wand | 26 | 68.42% | 81.4 | 30.77% | +5.77% | +26.37% | -14.10% | -7.73% | 09:19 | 01:45 | 06:47 | 09:19 | 12:01 | 19:06 | 05:14 | 03:52 |
 | Power Treads | 9 | 23.68% | 79.7 | 44.44% | +20.30% | +5.56% | +5.56% | 0.00% | 12:31 | 05:52 | 07:00 | 10:10 | 16:01 | 25:19 | 09:01 | 06:40 |
 | Lotus Orb | 9 | 23.68% | 78.0 | 44.44% | +20.30% | +5.56% | -44.44% | -4.05% | 28:24 | 20:39 | 20:47 | 23:43 | 33:07 | 41:33 | 12:20 | 09:08 |
 | Hood of Defiance | 18 | 47.37% | 76.3 | 33.33% | +8.33% | +26.67% | -8.33% | -6.38% | 11:35 | 06:07 | 08:31 | 09:32 | 14:00 | 22:48 | 05:29 | 04:03 |
 | Headdress | 6 | 15.79% | 74.6 | 50.00% | +25.00% | +50.00% | -50.00% | -14.46% | 21:19 | 17:07 | 17:15 | 17:59 | 24:10 | 29:22 | 06:55 | 05:07 |
 | Vanguard | 15 | 39.47% | 72.9 | 33.33% | +7.24% | +41.67% | -33.33% | -48.39% | 07:46 | 05:38 | 06:05 | 06:52 | 07:38 | 19:12 | 01:33 | 01:08 |
 | Assault Cuirass | 3 | 7.89% | 71.2 | 66.67% | +40.96% | +33.33% | 0.00% | 0.00% | 42:05 | 33:13 | 33:13 | 37:05 | 55:57 | 55:57 | 22:44 | 16:50 |
 | Pipe of Insight | 3 | 7.89% | 69.5 | 66.67% | +40.96% | +33.33% | 0.00% | 0.00% | 21:57 | 18:11 | 18:11 | 21:59 | 25:40 | 25:40 | 07:29 | 05:32 |
 | Sange | 8 | 21.05% | 67.8 | 37.50% | +10.83% | +12.50% | +12.50% | 0.00% | 21:50 | 17:04 | 18:13 | 19:55 | 23:13 | 33:21 | 05:00 | 03:42 |
 | Black King Bar | 20 | 52.63% | 66.1 | 25.00% | -8.33% | -5.00% | -5.00% | 0.00% | 27:15 | 21:35 | 23:42 | 25:58 | 29:41 | 38:42 | 05:59 | 04:25 |
 | Heart of Tarrasque | 1 | 2.63% | 64.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 00:00 | 00:00 |
 | Yasha | 1 | 2.63% | 62.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.63% | 61.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.63% | 59.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 2.63% | 57.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 5 | 13.16% | 55.9 | 40.00% | +12.73% | -40.00% | +60.00% | 17.49% | 17:55 | 14:55 | 14:55 | 15:40 | 20:38 | 22:44 | 05:43 | 04:14 |
 | Wind Lace | 6 | 15.79% | 54.2 | 33.33% | +5.20% | -33.33% | +66.67% | 22.81% | 13:53 | 08:23 | 10:53 | 13:25 | 15:16 | 21:26 | 04:23 | 03:14 |
 | Heaven's Halberd | 7 | 18.42% | 52.5 | 28.57% | -0.46% | +21.43% | +21.43% | 0.00% | 25:15 | 19:37 | 21:44 | 22:42 | 25:56 | 36:48 | 04:12 | 03:06 |
 | Helm of Iron Will | 7 | 18.42% | 50.8 | 28.57% | -0.46% | -28.57% | +71.43% | 5.21% | 15:23 | 03:07 | 03:14 | 21:04 | 22:25 | 28:15 | 19:11 | 14:12 |
 | Guardian Greaves | 2 | 5.26% | 49.2 | 50.00% | +22.22% | +50.00% | 0.00% | 0.00% | 29:57 | 25:32 | 25:32 | 34:21 | 34:21 | 34:21 | 08:49 | 06:31 |
 | Morbid Mask | 2 | 5.26% | 47.5 | 50.00% | +22.22% | +50.00% | 0.00% | 0.00% | 28:09 | 25:44 | 25:44 | 30:33 | 30:33 | 30:33 | 04:49 | 03:34 |
 | Blink Dagger | 2 | 5.26% | 45.8 | 50.00% | +22.22% | +50.00% | 0.00% | 0.00% | 37:12 | 28:18 | 28:18 | 46:05 | 46:05 | 46:05 | 17:47 | 13:10 |
 | Mekansm | 3 | 7.89% | 44.1 | 33.33% | +4.76% | -33.33% | 0.00% | 0.00% | 22:36 | 18:06 | 18:06 | 20:20 | 29:23 | 29:23 | 11:17 | 08:21 |
 | Crimson Guard | 3 | 7.89% | 42.4 | 33.33% | +4.76% | -33.33% | 0.00% | 0.00% | 24:12 | 21:57 | 21:57 | 23:53 | 26:45 | 26:45 | 04:48 | 03:33 |
 | Shiva's Guard | 4 | 10.53% | 40.7 | 25.00% | -4.41% | -25.00% | -25.00% | 0.00% | 39:43 | 32:30 | 32:30 | 41:11 | 42:01 | 43:11 | 09:31 | 07:02 |
 | Bracer | 5 | 13.16% | 39.0 | 20.00% | -10.30% | -20.00% | -20.00% | 0.00% | 03:26 | 01:59 | 01:59 | 03:10 | 03:36 | 06:04 | 01:37 | 01:11 |
 | Aghanim's Shard | 7 | 18.42% | 37.3 | 14.29% | -17.97% | -14.29% | -14.29% | 0.00% | 32:05 | 26:42 | 28:03 | 29:28 | 30:34 | 44:28 | 02:31 | 01:51 |
 | Chainmail | 12 | 31.58% | 35.6 | 8.33% | -30.13% | -8.33% | -8.33% | 0.00% | 14:58 | 03:44 | 08:53 | 12:48 | 19:27 | 28:21 | 10:34 | 07:49 |
 | Ghost Scepter | 3 | 7.89% | 33.9 | 0.00% | -31.43% | 0.00% | 0.00% | 0.00% | 40:40 | 33:52 | 33:52 | 36:18 | 51:51 | 51:51 | 17:59 | 13:19 |
 | Satanic | 1 | 2.63% | 32.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.63% | 30.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:34 | 21:34 | 21:34 | 21:34 | 21:34 | 21:34 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 5.26% | 28.8 | 0.00% | -30.56% | 0.00% | 0.00% | 0.00% | 19:21 | 16:25 | 16:25 | 22:16 | 22:16 | 22:16 | 05:51 | 04:20 |
 | Javelin | 1 | 2.63% | 27.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:08 | 34:08 | 34:08 | 34:08 | 34:08 | 34:08 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.63% | 25.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:37 | 1:09:37 | 1:09:37 | 1:09:37 | 1:09:37 | 1:09:37 | 00:00 | 00:00 |
 | Phase Boots | 8 | 21.05% | 23.7 | 0.00% | -36.67% | 0.00% | 0.00% | 0.00% | 12:40 | 08:32 | 09:26 | 10:16 | 13:24 | 22:39 | 03:58 | 02:56 |
 | Blight Stone | 2 | 5.26% | 22.0 | 0.00% | -30.56% | 0.00% | 0.00% | 0.00% | 22:32 | 18:05 | 18:05 | 26:58 | 26:58 | 26:58 | 08:53 | 06:34 |
 | Nullifier | 1 | 2.63% | 20.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.63% | 18.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:09 | 47:09 | 47:09 | 47:09 | 47:09 | 47:09 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 1 | 2.63% | 16.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:44 | 07:44 | 07:44 | 07:44 | 07:44 | 07:44 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 2.63% | 15.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.63% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.63% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:04 | 57:04 | 57:04 | 57:04 | 57:04 | 57:04 | 00:00 | 00:00 |
 | Medallion of Courage | 2 | 5.26% | 10.2 | 0.00% | -30.56% | 0.00% | 0.00% | 0.00% | 22:32 | 18:05 | 18:05 | 26:58 | 26:58 | 26:58 | 08:53 | 06:34 |
 | Orb of Venom | 1 | 2.63% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:39 | 01:39 | 01:39 | 01:39 | 01:39 | 01:39 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.63% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 00:00 | 00:00 |
 | Skull Basher | 1 | 2.63% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 00:00 | 00:00 |
 | Maelstrom | 1 | 2.63% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 00:00 | 00:00 |
 | Gleipnir | 1 | 2.63% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 00:00 | 00:00 |