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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 | |
 | Rod of Atos | 11 | 35.48% | 100.0 | 63.64% | +23.64% | +3.03% | -30.31% | -8.48% | 13:08 | 10:08 | 10:25 | 12:43 | 14:21 | 19:42 | 03:56 | 02:54 |
 | Boots of Speed | 31 | 100.00% | 98.1 | 48.39% | +48.39% | +26.61% | +1.61% | -10.87% | 04:11 | -01:29 | 03:02 | 03:51 | 05:20 | 09:15 | 02:18 | 01:42 |
 | Wind Lace | 21 | 67.74% | 96.2 | 52.38% | +12.38% | +7.62% | -32.38% | -13.11% | 07:13 | -01:29 | 03:46 | 05:28 | 06:49 | 22:59 | 03:03 | 02:15 |
 | Magic Stick | 28 | 90.32% | 94.3 | 46.43% | -20.24% | -17.86% | -3.57% | 3.02% | 04:17 | -01:29 | 02:02 | 03:17 | 06:46 | 10:57 | 04:44 | 03:30 |
 | Crown | 15 | 48.39% | 92.5 | 53.33% | +9.58% | +21.67% | -28.33% | -11.03% | 09:39 | 04:21 | 06:35 | 07:32 | 11:07 | 27:10 | 04:32 | 03:21 |
 | Magic Wand | 26 | 83.87% | 90.6 | 46.15% | -13.85% | -17.58% | +37.18% | 11.14% | 07:08 | 02:23 | 03:59 | 05:47 | 08:54 | 18:02 | 04:55 | 03:38 |
 | Ring of Protection | 13 | 41.94% | 88.7 | 53.85% | +9.41% | +46.15% | +12.82% | -12.34% | 02:13 | -01:29 | 00:53 | 02:23 | 03:35 | 04:41 | 02:42 | 02:00 |
 | Urn of Shadows | 13 | 41.94% | 86.8 | 53.85% | +9.41% | +12.82% | -20.52% | -10.81% | 04:19 | 02:16 | 02:34 | 04:42 | 05:39 | 06:39 | 03:05 | 02:17 |
 | Sange | 6 | 19.35% | 84.9 | 66.67% | +22.67% | -16.67% | +33.33% | 13.16% | 22:27 | 17:32 | 20:15 | 20:36 | 24:03 | 28:56 | 03:48 | 02:48 |
 | Sange and Yasha | 4 | 12.90% | 83.0 | 75.00% | +30.56% | +25.00% | +25.00% | 0.00% | 24:34 | 20:32 | 20:32 | 24:03 | 25:52 | 27:48 | 05:20 | 03:57 |
 | Yasha | 4 | 12.90% | 81.1 | 75.00% | +30.56% | +25.00% | +25.00% | 0.00% | 24:04 | 20:16 | 20:16 | 22:58 | 25:38 | 27:25 | 05:22 | 03:58 |
 | Eye of Skadi | 4 | 12.90% | 79.2 | 75.00% | +30.56% | +25.00% | +25.00% | 0.00% | 31:19 | 26:38 | 26:38 | 32:22 | 32:47 | 33:30 | 06:09 | 04:33 |
 | Dragon Lance | 15 | 48.39% | 77.4 | 46.67% | -3.33% | -21.67% | -21.67% | 0.00% | 18:11 | 08:49 | 11:55 | 14:05 | 18:43 | 53:54 | 06:48 | 05:02 |
 | Fluffy Hat | 17 | 54.84% | 75.5 | 41.18% | -15.96% | +8.82% | -41.18% | -2.44% | 20:07 | 02:03 | 09:20 | 15:43 | 29:47 | 46:08 | 20:27 | 15:08 |
 | Bottle | 11 | 35.48% | 73.6 | 45.45% | -4.55% | -12.12% | +21.22% | 33.34% | 01:34 | 00:49 | 01:13 | 01:32 | 01:48 | 02:27 | 00:35 | 00:25 |
 | Force Staff | 15 | 48.39% | 71.7 | 40.00% | -16.25% | +35.00% | -40.00% | -8.44% | 27:14 | 15:36 | 20:54 | 27:47 | 29:47 | 46:08 | 08:53 | 06:34 |
 | Black King Bar | 13 | 41.94% | 69.8 | 38.46% | -17.10% | -5.13% | -5.13% | 0.00% | 24:26 | 15:52 | 20:27 | 25:03 | 26:42 | 35:43 | 06:15 | 04:37 |
 | Wraith Band | 6 | 19.35% | 67.9 | 50.00% | +2.00% | 0.00% | +50.00% | 31.91% | 03:53 | 02:09 | 03:12 | 03:49 | 04:46 | 05:12 | 01:34 | 01:09 |
 | Phase Boots | 1 | 3.23% | 66.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:02 | 07:02 | 07:02 | 07:02 | 07:02 | 07:02 | 00:00 | 00:00 |
 | Solar Crest | 1 | 3.23% | 64.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:54 | 20:54 | 20:54 | 20:54 | 20:54 | 20:54 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.23% | 62.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 3.23% | 60.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 00:00 | 00:00 |
 | Buckler | 1 | 3.23% | 58.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.23% | 58.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 3.23% | 54.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:44 | 09:44 | 09:44 | 09:44 | 09:44 | 09:44 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 3.23% | 52.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:39 | 08:39 | 08:39 | 08:39 | 08:39 | 08:39 | 00:00 | 00:00 |
 | Chainmail | 5 | 16.13% | 50.9 | 40.00% | -10.00% | +60.00% | -40.00% | -6.84% | 16:20 | 07:02 | 07:02 | 15:10 | 21:39 | 22:54 | 14:37 | 10:49 |
 | Aghanim's Scepter | 5 | 16.13% | 49.1 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 28:01 | 17:22 | 17:22 | 27:16 | 30:41 | 37:36 | 13:19 | 09:51 |
 | Hurricane Pike | 7 | 22.58% | 47.2 | 28.57% | -25.60% | +21.43% | -28.57% | -11.32% | 33:12 | 26:02 | 27:37 | 30:06 | 32:02 | 53:54 | 04:25 | 03:16 |
 | Power Treads | 8 | 25.81% | 45.3 | 25.00% | -31.52% | -25.00% | +25.00% | 10.03% | 09:43 | 05:03 | 06:28 | 07:34 | 11:27 | 16:55 | 04:59 | 03:41 |
 | Tranquil Boots | 2 | 6.45% | 43.4 | 50.00% | +1.72% | -50.00% | 0.00% | 0.00% | 08:45 | 06:28 | 06:28 | 11:01 | 11:01 | 11:01 | 04:33 | 03:22 |
 | Blight Stone | 2 | 6.45% | 41.5 | 50.00% | +1.72% | +50.00% | 0.00% | 0.00% | 19:03 | 15:10 | 15:10 | 22:55 | 22:55 | 22:55 | 07:45 | 05:44 |
 | Medallion of Courage | 2 | 6.45% | 39.6 | 50.00% | +1.72% | +50.00% | 0.00% | 0.00% | 19:03 | 15:10 | 15:10 | 22:55 | 22:55 | 22:55 | 07:45 | 05:44 |
 | Eternal Shroud | 2 | 6.45% | 37.7 | 50.00% | +1.72% | -50.00% | 0.00% | 0.00% | 23:21 | 19:52 | 19:52 | 26:50 | 26:50 | 26:50 | 06:58 | 05:09 |
 | Morbid Mask | 2 | 6.45% | 35.8 | 50.00% | +1.72% | +50.00% | 0.00% | 0.00% | 33:03 | 30:27 | 30:27 | 35:38 | 35:38 | 35:38 | 05:11 | 03:50 |
 | Ghost Scepter | 2 | 6.45% | 34.0 | 50.00% | +1.72% | +50.00% | 0.00% | 0.00% | 36:08 | 24:48 | 24:48 | 47:27 | 47:27 | 47:27 | 22:39 | 16:46 |
 | Glimmer Cape | 3 | 9.68% | 32.1 | 33.33% | -16.67% | -33.33% | 0.00% | 1.95% | 28:12 | 18:09 | 18:09 | 31:16 | 35:12 | 35:12 | 17:03 | 12:37 |
 | Ring of Health | 4 | 12.90% | 30.2 | 25.00% | -26.85% | -25.00% | -25.00% | 0.00% | 14:44 | 12:35 | 12:35 | 13:07 | 16:29 | 16:45 | 03:54 | 02:53 |
 | Hood of Defiance | 4 | 12.90% | 28.3 | 25.00% | -26.85% | -25.00% | -25.00% | 0.00% | 15:24 | 12:35 | 12:35 | 15:21 | 16:46 | 16:55 | 04:11 | 03:05 |
 | Quelling Blade | 4 | 12.90% | 26.4 | 25.00% | -26.85% | -25.00% | +75.00% | 0.00% | 02:20 | -01:29 | -01:29 | -01:29 | -01:29 | 13:47 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 3.23% | 24.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 00:00 | 00:00 |
 | Helm of the Overlord | 1 | 3.23% | 22.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 6.45% | 20.8 | 0.00% | -51.72% | 0.00% | 0.00% | 0.00% | 30:12 | 20:00 | 20:00 | 40:24 | 40:24 | 40:24 | 20:24 | 15:06 |
 | Witch Blade | 1 | 3.23% | 18.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:56 | 15:56 | 15:56 | 15:56 | 15:56 | 15:56 | 00:00 | 00:00 |
 | Bracer | 1 | 3.23% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:51 | 08:51 | 08:51 | 08:51 | 08:51 | 08:51 | 00:00 | 00:00 |
 | Void Stone | 1 | 3.23% | 15.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:47 | 25:47 | 25:47 | 25:47 | 25:47 | 25:47 | 00:00 | 00:00 |
 | Satanic | 1 | 3.23% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 00:00 | 00:00 |
 | Null Talisman | 1 | 3.23% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:17 | 05:17 | 05:17 | 05:17 | 05:17 | 05:17 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 3.23% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 3.23% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.23% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:14 | 06:14 | 06:14 | 06:14 | 06:14 | 06:14 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 3.23% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:14 | 23:14 | 23:14 | 23:14 | 23:14 | 23:14 | 00:00 | 00:00 |
 | Blade Mail | 1 | 3.23% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:39 | 21:39 | 21:39 | 21:39 | 21:39 | 21:39 | 00:00 | 00:00 |