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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 | |
 | Null Talisman | 39 | 92.86% | 100.0 | 61.54% | +28.21% | +18.46% | +8.46% | -10.00% | 04:10 | 02:09 | 03:12 | 03:49 | 04:11 | 11:24 | 00:59 | 00:43 |
 | Black King Bar | 38 | 90.48% | 97.7 | 60.53% | +10.53% | -0.53% | +17.25% | 6.63% | 17:40 | 13:05 | 15:38 | 16:50 | 18:19 | 38:41 | 02:41 | 01:59 |
 | Boots of Speed | 42 | 100.00% | 95.5 | 59.52% | +59.52% | -14.07% | +0.48% | 9.49% | 05:40 | 03:21 | 04:58 | 05:25 | 06:30 | 07:33 | 01:32 | 01:08 |
 | Scythe of Vyse | 4 | 9.52% | 93.2 | 100.00% | +44.74% | 0.00% | 0.00% | 0.00% | 27:38 | 23:00 | 23:00 | 26:51 | 29:31 | 31:09 | 06:31 | 04:49 |
 | Morbid Mask | 14 | 33.33% | 90.9 | 71.43% | +17.86% | +3.57% | -4.76% | -0.89% | 32:02 | 23:25 | 27:26 | 33:05 | 36:47 | 39:52 | 09:21 | 06:55 |
 | Silver Edge | 18 | 42.86% | 88.6 | 66.67% | +12.50% | -26.67% | -16.67% | 2.21% | 26:39 | 21:32 | 24:27 | 25:52 | 28:59 | 32:43 | 04:32 | 03:21 |
 | Blink Dagger | 11 | 26.19% | 86.4 | 72.73% | +17.89% | -39.40% | -6.06% | 6.03% | 24:26 | 18:05 | 21:13 | 24:28 | 26:45 | 29:52 | 05:32 | 04:05 |
 | Bottle | 39 | 92.86% | 84.1 | 56.41% | -43.59% | +13.59% | +3.59% | -10.00% | 01:26 | 00:50 | 01:11 | 01:23 | 01:44 | 02:04 | 00:33 | 00:24 |
 | Void Stone | 15 | 35.71% | 81.8 | 66.67% | +11.11% | -16.67% | -16.67% | 0.00% | 29:58 | 13:39 | 21:40 | 29:23 | 36:17 | 48:20 | 14:37 | 10:49 |
 | Shadow Blade | 25 | 59.52% | 79.5 | 60.00% | +1.18% | -10.00% | -10.00% | 0.00% | 22:15 | 14:13 | 18:46 | 21:31 | 24:42 | 30:41 | 05:56 | 04:23 |
 | Crystalys | 25 | 59.52% | 77.3 | 60.00% | +1.18% | -10.00% | -10.00% | 0.00% | 25:44 | 19:14 | 21:00 | 23:55 | 27:25 | 1:03:14 | 06:25 | 04:45 |
 | Magic Stick | 24 | 57.14% | 75.0 | 58.33% | -2.78% | +8.34% | +8.34% | 0.00% | 05:01 | -01:29 | 02:07 | 03:09 | 06:39 | 19:43 | 04:32 | 03:21 |
 | Magic Wand | 21 | 50.00% | 72.7 | 57.14% | -4.76% | +2.86% | +2.86% | 0.00% | 06:58 | 02:44 | 03:23 | 06:35 | 07:32 | 20:08 | 04:09 | 03:04 |
 | Arcane Boots | 3 | 7.14% | 70.5 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 14:25 | 10:22 | 10:22 | 13:12 | 19:41 | 19:41 | 09:19 | 06:54 |
 | Satanic | 11 | 26.19% | 68.2 | 63.64% | +5.58% | +3.03% | +3.03% | 0.00% | 31:28 | 25:44 | 28:00 | 30:28 | 33:21 | 38:10 | 05:21 | 03:57 |
 | Javelin | 10 | 23.81% | 65.9 | 60.00% | +0.62% | +40.00% | -10.00% | -8.70% | 31:02 | 25:06 | 28:13 | 30:22 | 33:58 | 35:21 | 05:45 | 04:15 |
 | Monkey King Bar | 10 | 23.81% | 63.6 | 60.00% | +0.62% | +40.00% | -10.00% | -8.90% | 31:53 | 26:43 | 28:51 | 31:06 | 34:28 | 36:45 | 05:37 | 04:09 |
 | Eye of Skadi | 8 | 19.05% | 61.4 | 62.50% | +3.68% | +37.50% | -12.50% | -14.29% | 26:52 | 21:37 | 23:48 | 25:17 | 27:18 | 33:31 | 03:30 | 02:35 |
 | Fluffy Hat | 4 | 9.52% | 59.1 | 75.00% | +17.11% | +25.00% | -75.00% | 0.00% | 28:06 | 10:14 | 10:14 | 12:05 | 34:30 | 55:35 | 24:16 | 17:58 |
 | Force Staff | 4 | 9.52% | 56.8 | 75.00% | +17.11% | +25.00% | -75.00% | 0.00% | 32:00 | 16:53 | 16:53 | 21:01 | 34:30 | 55:35 | 17:37 | 13:02 |
 | Assault Cuirass | 2 | 4.76% | 54.5 | 100.00% | +42.50% | 0.00% | 0.00% | 0.00% | 38:24 | 33:05 | 33:05 | 43:42 | 43:42 | 43:42 | 10:37 | 07:51 |
 | Ring of Protection | 10 | 23.81% | 52.3 | 50.00% | -12.50% | -50.00% | 0.00% | 11.67% | 11:35 | 02:13 | 02:47 | 04:10 | 07:04 | 49:34 | 04:17 | 03:10 |
 | Soul Ring | 8 | 19.05% | 50.0 | 50.00% | -11.76% | -50.00% | +50.00% | 37.74% | 05:20 | 03:51 | 03:53 | 05:05 | 06:32 | 07:04 | 02:39 | 01:57 |
 | Wind Lace | 5 | 11.90% | 47.7 | 60.00% | +0.54% | +40.00% | +40.00% | 0.00% | 07:37 | 04:35 | 04:35 | 07:37 | 08:48 | 10:48 | 04:13 | 03:07 |
 | Ring of Health | 9 | 21.43% | 45.5 | 44.44% | -19.20% | -44.44% | +5.56% | 2.39% | 33:47 | 20:38 | 21:21 | 36:17 | 42:18 | 48:20 | 20:57 | 15:31 |
 | Buckler | 3 | 7.14% | 43.2 | 66.67% | +7.70% | +33.33% | 0.00% | 0.00% | 41:50 | 32:40 | 32:40 | 43:15 | 49:35 | 49:35 | 16:55 | 12:31 |
 | Hurricane Pike | 3 | 7.14% | 40.9 | 66.67% | +7.70% | +33.33% | 0.00% | 0.00% | 53:38 | 36:10 | 36:10 | 55:35 | 1:09:09 | 1:09:09 | 32:59 | 24:25 |
 | Daedalus | 7 | 16.67% | 38.6 | 42.86% | -20.00% | -42.86% | +7.14% | 6.74% | 34:45 | 22:03 | 24:08 | 31:29 | 31:33 | 1:03:28 | 07:25 | 05:29 |
 | Linken's Sphere | 7 | 16.67% | 36.4 | 42.86% | -20.00% | +7.14% | +7.14% | 0.00% | 31:34 | 22:01 | 24:28 | 31:17 | 36:17 | 42:18 | 11:49 | 08:45 |
 | Orchid Malevolence | 1 | 2.38% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:40 | 21:40 | 21:40 | 21:40 | 21:40 | 21:40 | 00:00 | 00:00 |
 | Swift Blink | 1 | 2.38% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:58 | 1:13:58 | 1:13:58 | 1:13:58 | 1:13:58 | 1:13:58 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.38% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 2.38% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.38% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:55 | 35:55 | 35:55 | 35:55 | 35:55 | 35:55 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.38% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:04 | 16:04 | 16:04 | 16:04 | 16:04 | 16:04 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 2.38% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:29 | 17:29 | 17:29 | 17:29 | 17:29 | 17:29 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.38% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 00:00 | 00:00 |
 | Dragon Lance | 5 | 11.90% | 15.9 | 40.00% | -22.16% | -40.00% | +60.00% | 0.00% | 47:28 | 34:18 | 34:18 | 42:28 | 55:35 | 1:09:09 | 21:17 | 15:45 |
 | Aeon Disk | 2 | 4.76% | 13.6 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 43:52 | 34:36 | 34:36 | 53:08 | 53:08 | 53:08 | 18:32 | 13:43 |
 | Refresher Orb | 2 | 4.76% | 11.4 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 46:32 | 43:17 | 43:17 | 49:46 | 49:46 | 49:46 | 06:29 | 04:48 |
 | Divine Rapier | 1 | 2.38% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 00:00 | 00:00 |
 | Kaya | 1 | 2.38% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:36 | 18:36 | 18:36 | 18:36 | 18:36 | 18:36 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 2.38% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 00:00 | 00:00 |
 | Sange | 1 | 2.38% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 00:00 | 00:00 |