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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 | |
 | Boots of Speed | 30 | 100.00% | 100.0 | 43.33% | +43.33% | +6.67% | -29.04% | -22.55% | 04:27 | -01:28 | 03:33 | 04:32 | 05:08 | 08:22 | 01:35 | 01:10 |
 | Magic Wand | 22 | 73.33% | 97.8 | 45.45% | +7.95% | +4.55% | -5.45% | -2.56% | 09:11 | 01:40 | 05:34 | 07:34 | 09:28 | 36:51 | 03:54 | 02:53 |
 | Blink Dagger | 29 | 96.67% | 95.6 | 41.38% | -58.62% | -12.81% | -12.81% | 0.00% | 14:02 | 09:56 | 11:13 | 14:01 | 14:42 | 25:06 | 03:29 | 02:34 |
 | Quelling Blade | 29 | 96.67% | 93.3 | 41.38% | -58.62% | +1.48% | +30.05% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Stick | 26 | 86.67% | 91.1 | 42.31% | -7.69% | +14.83% | -25.64% | -6.15% | 04:49 | -01:29 | 00:52 | 05:10 | 07:27 | 16:31 | 06:35 | 04:52 |
 | Arcane Boots | 17 | 56.67% | 88.9 | 47.06% | +8.60% | +2.94% | -22.06% | -8.93% | 08:19 | 04:51 | 06:38 | 07:26 | 09:26 | 16:29 | 02:48 | 02:04 |
 | Chainmail | 4 | 13.33% | 86.7 | 75.00% | +36.54% | +25.00% | +25.00% | 0.00% | 17:19 | 09:38 | 09:38 | 11:17 | 21:20 | 26:59 | 11:42 | 08:40 |
 | Aeon Disk | 2 | 6.67% | 84.4 | 100.00% | +60.71% | 0.00% | 0.00% | 0.00% | 27:50 | 25:29 | 25:29 | 30:10 | 30:10 | 30:10 | 04:41 | 03:28 |
 | Ring of Protection | 13 | 43.33% | 82.2 | 46.15% | +4.97% | -12.82% | +20.52% | 1.24% | 13:06 | -01:29 | -01:29 | 07:50 | 28:17 | 36:54 | 29:46 | 22:02 |
 | Buckler | 7 | 23.33% | 80.0 | 57.14% | +18.01% | -7.14% | -7.14% | 0.00% | 27:00 | 17:37 | 17:54 | 28:17 | 30:20 | 36:54 | 12:26 | 09:12 |
 | Bottle | 14 | 46.67% | 77.8 | 42.86% | -0.89% | -42.86% | -9.53% | 20.20% | 02:23 | 01:13 | 01:32 | 01:47 | 03:11 | 05:52 | 01:39 | 01:13 |
 | Black King Bar | 14 | 46.67% | 75.6 | 42.86% | -0.89% | +7.14% | -9.53% | -3.57% | 24:37 | 20:30 | 21:44 | 22:47 | 26:24 | 36:37 | 04:40 | 03:27 |
 | Echo Sabre | 11 | 36.67% | 73.3 | 45.45% | +3.34% | +21.22% | +21.22% | 0.00% | 14:34 | 10:09 | 11:01 | 15:34 | 16:46 | 18:13 | 05:45 | 04:15 |
 | Assault Cuirass | 5 | 16.67% | 71.1 | 60.00% | +20.00% | +40.00% | +40.00% | 0.00% | 33:05 | 29:02 | 29:02 | 30:51 | 33:46 | 41:06 | 04:44 | 03:30 |
 | Force Staff | 9 | 30.00% | 68.9 | 44.44% | +1.58% | +5.56% | +5.56% | 0.00% | 23:11 | 17:25 | 18:08 | 21:50 | 27:08 | 30:25 | 09:00 | 06:40 |
 | Power Treads | 13 | 43.33% | 66.7 | 38.46% | -8.60% | -38.46% | -5.13% | 20.83% | 06:42 | 04:59 | 05:29 | 06:35 | 07:05 | 09:39 | 01:36 | 01:11 |
 | Fluffy Hat | 10 | 33.33% | 64.4 | 40.00% | -5.00% | +26.67% | +10.00% | -1.48% | 21:30 | 08:51 | 16:04 | 19:25 | 27:19 | 30:25 | 11:15 | 08:20 |
 | Bracer | 10 | 33.33% | 62.2 | 40.00% | -5.00% | +26.67% | -40.00% | -66.67% | 01:56 | 01:26 | 01:39 | 01:41 | 02:19 | 02:53 | 00:40 | 00:29 |
 | Mekansm | 3 | 10.00% | 60.0 | 66.67% | +25.93% | +33.33% | 0.00% | 0.00% | 15:50 | 12:20 | 12:20 | 13:31 | 21:39 | 21:39 | 09:19 | 06:54 |
 | Aghanim's Shard | 13 | 43.33% | 57.8 | 30.77% | -22.17% | -30.77% | +2.56% | 2.92% | 29:09 | 20:10 | 21:19 | 26:02 | 32:44 | 47:22 | 11:25 | 08:27 |
 | Void Stone | 8 | 26.67% | 55.6 | 37.50% | -7.95% | +12.50% | +12.50% | 0.00% | 28:22 | 17:22 | 22:48 | 27:14 | 27:42 | 48:52 | 04:54 | 03:37 |
 | Refresher Orb | 4 | 13.33% | 53.3 | 50.00% | +7.69% | +50.00% | -50.00% | 0.00% | 41:55 | 30:58 | 30:58 | 34:33 | 50:00 | 52:10 | 19:02 | 14:05 |
 | Headdress | 4 | 13.33% | 51.1 | 50.00% | +7.69% | -50.00% | -50.00% | 0.00% | 07:46 | 02:56 | 02:56 | 07:47 | 10:00 | 10:20 | 07:04 | 05:14 |
 | Ring of Health | 9 | 30.00% | 48.9 | 33.33% | -14.29% | -33.33% | +16.67% | 1.90% | 25:14 | 04:24 | 05:00 | 27:40 | 31:21 | 49:06 | 26:21 | 19:31 |
 | Hand of Midas | 1 | 3.33% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:28 | 10:28 | 10:28 | 10:28 | 10:28 | 10:28 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 3.33% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 00:00 | 00:00 |
 | Blight Stone | 1 | 3.33% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 3.33% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.33% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 00:00 | 00:00 |
 | Crystalys | 1 | 3.33% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:04 | 34:04 | 34:04 | 34:04 | 34:04 | 34:04 | 00:00 | 00:00 |
 | Daedalus | 1 | 3.33% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:01 | 37:01 | 37:01 | 37:01 | 37:01 | 37:01 | 00:00 | 00:00 |
 | Shadow Blade | 5 | 16.67% | 31.1 | 40.00% | -4.00% | +60.00% | -40.00% | -7.14% | 34:19 | 25:45 | 25:45 | 37:09 | 39:45 | 41:18 | 14:00 | 10:22 |
 | Wind Lace | 5 | 16.67% | 28.9 | 40.00% | -4.00% | +60.00% | -40.00% | -8.82% | 18:37 | 08:55 | 08:55 | 19:05 | 20:15 | 31:15 | 11:20 | 08:23 |
 | Guardian Greaves | 2 | 6.67% | 26.7 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 20:31 | 19:50 | 19:50 | 21:11 | 21:11 | 21:11 | 01:21 | 01:00 |
 | Silver Edge | 2 | 6.67% | 24.4 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 31:39 | 28:44 | 28:44 | 34:33 | 34:33 | 34:33 | 05:49 | 04:18 |
 | Morbid Mask | 2 | 6.67% | 22.2 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 40:55 | 32:46 | 32:46 | 49:03 | 49:03 | 49:03 | 16:17 | 12:03 |
 | Aether Lens | 3 | 10.00% | 20.0 | 33.33% | -11.11% | +66.67% | 0.00% | 0.00% | 26:18 | 18:16 | 18:16 | 28:02 | 32:36 | 32:36 | 14:20 | 10:37 |
 | Orchid Malevolence | 4 | 13.33% | 17.8 | 25.00% | -21.15% | +75.00% | -25.00% | 0.00% | 29:00 | 18:30 | 18:30 | 28:01 | 28:35 | 40:52 | 10:05 | 07:28 |
 | Soul Ring | 5 | 16.67% | 15.6 | 20.00% | -28.00% | -20.00% | -20.00% | 0.00% | 07:42 | 03:13 | 03:13 | 04:22 | 08:46 | 18:01 | 05:33 | 04:06 |
 | Satanic | 1 | 3.33% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:27 | 49:27 | 49:27 | 49:27 | 49:27 | 49:27 | 00:00 | 00:00 |
 | Octarine Core | 1 | 3.33% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:51 | 42:51 | 42:51 | 42:51 | 42:51 | 42:51 | 00:00 | 00:00 |
 | Bloodthorn | 2 | 6.67% | 8.9 | 0.00% | -46.43% | 0.00% | 0.00% | 0.00% | 37:07 | 33:22 | 33:22 | 40:52 | 40:52 | 40:52 | 07:30 | 05:33 |
 | Hood of Defiance | 1 | 3.33% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:04 | 06:04 | 06:04 | 06:04 | 06:04 | 06:04 | 00:00 | 00:00 |
 | Vanguard | 1 | 3.33% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:25 | 11:25 | 11:25 | 11:25 | 11:25 | 11:25 | 00:00 | 00:00 |
 | Lotus Orb | 2 | 6.67% | 2.2 | 0.00% | -46.43% | 0.00% | 0.00% | 0.00% | 28:04 | 22:51 | 22:51 | 33:17 | 33:17 | 33:17 | 10:26 | 07:43 |