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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 | |
 | Arcane Boots | 28 | 30.77% | 100.0 | 75.00% | +32.14% | -17.86% | -3.57% | 2.61% | 14:20 | 06:50 | 10:13 | 12:36 | 15:42 | 34:42 | 05:29 | 04:03 |
 | Glimmer Cape | 13 | 14.29% | 97.6 | 84.62% | +37.18% | +15.38% | -17.95% | -2.52% | 34:27 | 18:31 | 26:00 | 33:49 | 39:13 | 53:54 | 13:13 | 09:47 |
 | Power Treads | 16 | 17.58% | 95.1 | 81.25% | +34.58% | -6.25% | +18.75% | 2.78% | 19:06 | 07:58 | 13:29 | 16:49 | 22:28 | 36:03 | 08:59 | 06:39 |
 | Aether Lens | 20 | 21.98% | 92.7 | 75.00% | +28.52% | -15.00% | +5.00% | 2.20% | 26:08 | 15:32 | 19:30 | 24:13 | 28:36 | 51:00 | 09:06 | 06:44 |
 | Ring of Health | 24 | 26.37% | 90.2 | 70.83% | +24.56% | -4.16% | +12.50% | 1.58% | 24:18 | 13:21 | 17:43 | 22:00 | 28:17 | 50:46 | 10:34 | 07:49 |
 | Urn of Shadows | 32 | 35.16% | 87.8 | 65.63% | +19.87% | -3.13% | +9.37% | 1.51% | 17:31 | 07:02 | 12:48 | 16:28 | 21:06 | 29:25 | 08:18 | 06:08 |
 | Magic Stick | 88 | 96.70% | 85.4 | 53.41% | +20.08% | +1.14% | -17.05% | -3.86% | 08:30 | -01:25 | 06:05 | 08:00 | 10:48 | 28:28 | 04:43 | 03:29 |
 | Flying Courier | 57 | 62.64% | 82.9 | 56.14% | +9.08% | +1.00% | +1.00% | 0.00% | 03:15 | 03:00 | 03:02 | 03:06 | 03:15 | 04:43 | 00:13 | 00:09 |
 | Boots of Speed | 91 | 100.00% | 80.5 | 52.75% | +52.75% | +3.77% | +3.77% | 0.00% | 03:35 | -01:30 | 02:47 | 03:52 | 04:57 | 10:59 | 02:10 | 01:36 |
 | Magic Wand | 73 | 80.22% | 78.0 | 53.42% | +3.42% | +13.25% | -31.20% | -6.12% | 13:36 | 05:53 | 09:50 | 11:59 | 17:06 | 30:08 | 07:16 | 05:22 |
 | Chainmail | 13 | 14.29% | 75.6 | 69.23% | +19.23% | -2.56% | -2.56% | 0.00% | 23:13 | 09:08 | 16:07 | 23:44 | 26:16 | 48:25 | 10:09 | 07:31 |
 | Ring of Protection | 56 | 61.54% | 73.2 | 51.79% | -2.50% | -1.79% | +19.64% | 1.66% | 17:06 | -01:29 | 08:42 | 15:10 | 21:38 | 54:21 | 12:56 | 09:34 |
 | Force Staff | 14 | 15.38% | 70.7 | 64.29% | +13.64% | +10.71% | -30.96% | -2.51% | 33:39 | 17:09 | 25:38 | 31:38 | 42:16 | 51:51 | 16:38 | 12:19 |
 | Tranquil Boots | 46 | 50.55% | 68.3 | 50.00% | -5.56% | 0.00% | +13.64% | 1.44% | 16:59 | 02:21 | 11:56 | 15:28 | 21:26 | 37:53 | 09:30 | 07:02 |
 | Blight Stone | 11 | 12.09% | 65.9 | 63.64% | +12.39% | -30.31% | +3.03% | 2.59% | 24:42 | 05:29 | 18:19 | 23:45 | 31:12 | 48:25 | 12:53 | 09:32 |
 | Medallion of Courage | 11 | 12.09% | 63.4 | 63.64% | +12.39% | +3.03% | +3.03% | 0.00% | 25:52 | 14:11 | 18:44 | 23:45 | 31:46 | 48:25 | 13:02 | 09:39 |
 | Wind Lace | 30 | 32.97% | 61.0 | 46.67% | -9.07% | -21.67% | +10.47% | 3.40% | 10:19 | -01:27 | 05:28 | 08:47 | 14:55 | 37:30 | 09:27 | 07:00 |
 | Bracer | 8 | 8.79% | 58.5 | 62.50% | +10.69% | +37.50% | -12.50% | 0.00% | 19:48 | 12:45 | 14:36 | 15:43 | 18:44 | 40:56 | 04:08 | 03:03 |
 | Morbid Mask | 9 | 9.89% | 56.1 | 55.56% | +3.12% | +44.44% | -55.56% | 0.00% | 36:20 | 12:46 | 13:22 | 34:45 | 46:29 | 1:07:44 | 33:07 | 24:31 |
 | Ring of Basilius | 13 | 14.29% | 53.7 | 46.15% | -7.70% | +20.52% | -46.15% | -2.54% | 26:44 | 03:03 | 08:29 | 26:10 | 34:46 | 54:21 | 26:17 | 19:28 |
 | Helm of the Dominator | 2 | 2.20% | 51.2 | 100.00% | +48.31% | 0.00% | 0.00% | 0.00% | 14:54 | 13:55 | 13:55 | 15:53 | 15:53 | 15:53 | 01:58 | 01:27 |
 | Dragon Lance | 2 | 2.20% | 48.8 | 100.00% | +48.31% | 0.00% | 0.00% | 0.00% | 17:33 | 15:56 | 15:56 | 19:10 | 19:10 | 19:10 | 03:14 | 02:23 |
 | Helm of Iron Will | 2 | 2.20% | 46.3 | 100.00% | +48.31% | 0.00% | 0.00% | 0.00% | 13:08 | 11:20 | 11:20 | 14:55 | 14:55 | 14:55 | 03:35 | 02:39 |
 | Ghost Scepter | 10 | 10.99% | 43.9 | 50.00% | -3.09% | +50.00% | -50.00% | -16.62% | 44:37 | 31:04 | 38:22 | 39:56 | 44:23 | 1:11:45 | 06:01 | 04:27 |
 | Headdress | 11 | 12.09% | 41.5 | 45.45% | -8.30% | -12.12% | -45.45% | -2.08% | 35:41 | 18:23 | 23:47 | 34:45 | 39:49 | 1:09:05 | 16:02 | 11:52 |
 | Drum of Endurance | 5 | 5.49% | 39.0 | 60.00% | +7.67% | +40.00% | +40.00% | 0.00% | 26:36 | 14:41 | 14:41 | 22:21 | 34:59 | 41:10 | 20:18 | 15:02 |
 | Solar Crest | 5 | 5.49% | 36.6 | 60.00% | +7.67% | +40.00% | +40.00% | 0.00% | 28:39 | 20:01 | 20:01 | 27:30 | 34:23 | 37:37 | 14:22 | 10:38 |
 | Vladmir's Offering | 6 | 6.59% | 34.1 | 50.00% | -2.94% | +50.00% | -50.00% | 0.00% | 39:49 | 28:32 | 32:21 | 36:24 | 46:52 | 54:21 | 14:31 | 10:45 |
 | Hood of Defiance | 3 | 3.30% | 31.7 | 66.67% | +14.40% | +33.33% | 0.00% | 0.00% | 42:27 | 37:51 | 37:51 | 41:37 | 47:53 | 47:53 | 10:02 | 07:25 |
 | Aghanim's Scepter | 3 | 3.30% | 29.3 | 66.67% | +14.40% | +33.33% | 0.00% | 0.00% | 1:06:50 | 50:51 | 50:51 | 58:16 | 1:31:23 | 1:31:23 | 40:32 | 30:01 |
 | Ring of Aquila | 3 | 3.30% | 26.8 | 66.67% | +14.40% | +33.33% | 0.00% | 0.00% | 08:55 | 06:44 | 06:44 | 08:29 | 11:33 | 11:33 | 04:49 | 03:34 |
 | Wraith Band | 3 | 3.30% | 24.4 | 66.67% | +14.40% | +33.33% | 0.00% | 0.00% | 07:43 | 05:26 | 05:26 | 06:09 | 11:33 | 11:33 | 06:07 | 04:31 |
 | Manta Style | 1 | 1.10% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:12 | 28:12 | 28:12 | 28:12 | 28:12 | 28:12 | 00:00 | 00:00 |
 | Yasha | 1 | 1.10% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.10% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:16 | 55:16 | 55:16 | 55:16 | 55:16 | 55:16 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.10% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:20 | 23:20 | 23:20 | 23:20 | 23:20 | 23:20 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.10% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Buckler | 1 | 1.10% | 9.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:07 | 16:07 | 16:07 | 16:07 | 16:07 | 16:07 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.10% | 7.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:06 | 22:06 | 22:06 | 22:06 | 22:06 | 22:06 | 00:00 | 00:00 |
 | Phase Boots | 2 | 2.20% | 4.9 | 50.00% | -2.81% | +50.00% | 0.00% | 0.00% | 15:42 | 06:16 | 06:16 | 25:08 | 25:08 | 25:08 | 18:52 | 13:58 |
 | Blink Dagger | 3 | 3.30% | 2.4 | 33.33% | -20.08% | -33.33% | 0.00% | 0.00% | 49:22 | 31:55 | 31:55 | 41:58 | 1:14:12 | 1:14:12 | 42:17 | 31:19 |