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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 | |
 | Ring of Health | 5 | 14.29% | 100.0 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 32:20 | 26:26 | 26:26 | 29:14 | 34:29 | 44:35 | 08:03 | 05:57 |
 | Headdress | 15 | 42.86% | 98.2 | 73.33% | +33.33% | +1.67% | -23.33% | -5.32% | 15:44 | 10:28 | 11:58 | 14:47 | 16:40 | 23:18 | 04:42 | 03:28 |
 | Mekansm | 15 | 42.86% | 96.4 | 73.33% | +33.33% | +26.67% | -23.33% | -13.04% | 19:08 | 14:39 | 16:50 | 17:52 | 20:40 | 25:41 | 03:50 | 02:50 |
 | Guardian Greaves | 12 | 34.29% | 94.5 | 75.00% | +31.52% | -8.33% | +25.00% | 6.99% | 25:42 | 19:58 | 20:41 | 23:57 | 25:27 | 38:01 | 04:46 | 03:31 |
 | Buckler | 12 | 34.29% | 92.7 | 75.00% | +31.52% | -8.33% | +25.00% | 4.88% | 23:06 | 13:12 | 17:51 | 23:02 | 24:41 | 33:07 | 06:50 | 05:03 |
 | Octarine Core | 4 | 11.43% | 90.9 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 46:42 | 31:31 | 31:31 | 45:01 | 50:12 | 60:04 | 18:41 | 13:50 |
 | Chainmail | 23 | 65.71% | 89.1 | 65.22% | +31.89% | +1.45% | +1.45% | 0.00% | 15:47 | 09:35 | 13:02 | 14:07 | 16:16 | 25:08 | 03:14 | 02:23 |
 | Arcane Boots | 32 | 91.43% | 87.3 | 59.38% | +59.38% | +15.62% | -21.88% | -10.42% | 14:00 | 09:15 | 10:40 | 12:03 | 14:16 | 31:12 | 03:36 | 02:40 |
 | Magic Wand | 33 | 94.29% | 85.5 | 57.58% | +57.58% | +4.92% | +4.92% | 0.00% | 07:38 | 01:15 | 03:36 | 06:16 | 10:44 | 19:13 | 07:08 | 05:17 |
 | Magic Stick | 33 | 94.29% | 83.6 | 57.58% | +57.58% | -20.08% | -20.08% | 0.00% | 02:53 | -01:29 | 00:09 | 02:25 | 03:51 | 12:36 | 03:42 | 02:44 |
 | Boots of Speed | 35 | 100.00% | 81.8 | 54.29% | +54.29% | -9.85% | -32.07% | -9.39% | 07:26 | 04:20 | 05:28 | 06:38 | 07:50 | 18:38 | 02:22 | 01:45 |
 | Lotus Orb | 3 | 8.57% | 80.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 36:21 | 27:30 | 27:30 | 36:03 | 45:30 | 45:30 | 18:00 | 13:20 |
 | Boots of Travel | 3 | 8.57% | 78.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 42:25 | 29:14 | 29:14 | 47:55 | 50:05 | 50:05 | 20:51 | 15:26 |
 | Void Stone | 17 | 48.57% | 76.4 | 58.82% | +8.82% | -58.82% | +41.18% | 5.04% | 27:49 | 10:57 | 16:42 | 27:33 | 36:33 | 44:56 | 19:51 | 14:42 |
 | Force Staff | 13 | 37.14% | 74.5 | 61.54% | +11.54% | +5.13% | +5.13% | 0.00% | 24:32 | 19:09 | 21:34 | 24:48 | 25:55 | 32:22 | 04:21 | 03:13 |
 | Solar Crest | 9 | 25.71% | 72.7 | 66.67% | +16.67% | -16.67% | +33.33% | 4.82% | 23:42 | 16:24 | 17:35 | 20:16 | 27:58 | 46:35 | 10:23 | 07:41 |
 | Ring of Protection | 17 | 48.57% | 70.9 | 52.94% | -2.62% | -52.94% | +47.06% | 8.20% | 18:15 | 04:12 | 11:25 | 17:51 | 23:37 | 33:07 | 12:12 | 09:02 |
 | Blight Stone | 10 | 28.57% | 69.1 | 60.00% | +8.00% | -26.67% | +40.00% | 7.23% | 19:01 | 10:13 | 13:29 | 14:38 | 22:42 | 46:35 | 09:13 | 06:49 |
 | Crown | 10 | 28.57% | 67.3 | 60.00% | +8.00% | -26.67% | +40.00% | 7.52% | 21:58 | 15:20 | 16:21 | 17:36 | 25:13 | 46:35 | 08:52 | 06:34 |
 | Wind Lace | 15 | 42.86% | 65.5 | 53.33% | -1.67% | -28.33% | +21.67% | 3.75% | 22:41 | 08:20 | 13:56 | 21:31 | 27:16 | 46:41 | 13:20 | 09:52 |
 | Medallion of Courage | 11 | 31.43% | 63.6 | 54.55% | +0.38% | +12.12% | +12.12% | 0.00% | 21:04 | 12:34 | 13:57 | 15:34 | 24:37 | 46:35 | 10:40 | 07:54 |
 | Fluffy Hat | 17 | 48.57% | 61.8 | 47.06% | -14.05% | -47.06% | +27.94% | 8.84% | 16:07 | 05:48 | 12:59 | 14:23 | 21:28 | 27:45 | 08:29 | 06:17 |
 | Drum of Endurance | 2 | 5.71% | 60.0 | 100.00% | +48.48% | 0.00% | 0.00% | 0.00% | 36:03 | 25:24 | 25:24 | 46:41 | 46:41 | 46:41 | 21:17 | 15:45 |
 | Bracer | 7 | 20.00% | 58.2 | 57.14% | +3.57% | +42.86% | -57.14% | -49.59% | 03:47 | 00:51 | 02:07 | 04:00 | 04:08 | 07:20 | 02:01 | 01:29 |
 | Glimmer Cape | 7 | 20.00% | 56.4 | 57.14% | +3.57% | -57.14% | +42.86% | 11.54% | 27:30 | 20:39 | 20:51 | 29:03 | 29:31 | 39:16 | 08:40 | 06:25 |
 | Aghanim's Scepter | 3 | 8.57% | 54.5 | 66.67% | +13.54% | -66.67% | 0.00% | 0.00% | 30:57 | 22:27 | 22:27 | 33:00 | 37:25 | 37:25 | 14:58 | 11:05 |
 | Desolator | 1 | 2.86% | 52.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:55 | 47:55 | 47:55 | 47:55 | 47:55 | 47:55 | 00:00 | 00:00 |
 | Dagon | 1 | 2.86% | 50.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:08 | 1:02:08 | 1:02:08 | 1:02:08 | 1:02:08 | 1:02:08 | 00:00 | 00:00 |
 | Bottle | 1 | 2.86% | 49.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 2.86% | 47.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.86% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:29 | 05:29 | 05:29 | 05:29 | 05:29 | 05:29 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 2.86% | 43.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:22 | 23:22 | 23:22 | 23:22 | 23:22 | 23:22 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.86% | 41.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.86% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 00:00 | 00:00 |
 | Diadem | 1 | 2.86% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:08 | 1:02:08 | 1:02:08 | 1:02:08 | 1:02:08 | 1:02:08 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 2.86% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:41 | 46:41 | 46:41 | 46:41 | 46:41 | 46:41 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.86% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.86% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:08 | 44:08 | 44:08 | 44:08 | 44:08 | 44:08 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 2.86% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 2.86% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 2.86% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.86% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.86% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.86% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:41 | 46:41 | 46:41 | 46:41 | 46:41 | 46:41 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.86% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 00:00 | 00:00 |
 | Aghanim's Shard | 5 | 14.29% | 18.2 | 40.00% | -16.67% | -40.00% | +60.00% | 7.83% | 39:44 | 29:18 | 29:18 | 39:04 | 42:04 | 49:26 | 12:46 | 09:27 |
 | Heaven's Halberd | 2 | 5.71% | 16.4 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 30:22 | 30:06 | 30:06 | 30:37 | 30:37 | 30:37 | 00:31 | 00:22 |
 | Eul's Scepter of Divinity | 2 | 5.71% | 14.5 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 31:52 | 28:19 | 28:19 | 35:25 | 35:25 | 35:25 | 07:06 | 05:15 |
 | Cornucopia | 2 | 5.71% | 12.7 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 46:48 | 32:24 | 32:24 | 1:01:11 | 1:01:11 | 1:01:11 | 28:47 | 21:19 |
 | Sange | 2 | 5.71% | 10.9 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 27:50 | 27:46 | 27:46 | 27:54 | 27:54 | 27:54 | 00:08 | 00:05 |
 | Ghost Scepter | 3 | 8.57% | 9.1 | 33.33% | -22.92% | -33.33% | 0.00% | 0.00% | 37:54 | 33:46 | 33:46 | 39:28 | 40:28 | 40:28 | 06:42 | 04:57 |
 | Ethereal Blade | 1 | 2.86% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Kaya | 1 | 2.86% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 2.86% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |
 | Pavise | 6 | 17.14% | 1.8 | 0.00% | -65.52% | 0.00% | 0.00% | 0.00% | 15:05 | 11:49 | 12:43 | 13:03 | 17:37 | 18:09 | 04:54 | 03:37 |