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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 | |
 | Solar Crest | 26 | 63.41% | 100.0 | 76.92% | +30.25% | +23.08% | -10.25% | -4.33% | 23:40 | 14:15 | 19:04 | 21:13 | 26:46 | 43:47 | 07:42 | 05:42 |
 | Ring of Health | 9 | 21.95% | 97.7 | 88.89% | +29.51% | -38.89% | +11.11% | 4.13% | 16:12 | 05:30 | 08:00 | 18:23 | 20:07 | 26:20 | 12:07 | 08:58 |
 | Ring of Protection | 38 | 92.68% | 95.5 | 68.42% | +35.09% | -8.42% | +9.36% | 2.29% | 09:07 | 01:31 | 04:31 | 08:41 | 12:16 | 28:51 | 07:45 | 05:44 |
 | Ring of Basilius | 37 | 90.24% | 93.2 | 67.57% | +17.57% | +21.32% | +10.21% | -1.66% | 09:55 | 03:07 | 05:34 | 10:10 | 12:16 | 28:51 | 06:42 | 04:57 |
 | Morbid Mask | 37 | 90.24% | 90.9 | 67.57% | +17.57% | +10.21% | +10.21% | 0.00% | 13:50 | 05:33 | 10:28 | 12:10 | 15:26 | 30:54 | 04:58 | 03:40 |
 | Vladmir's Offering | 37 | 90.24% | 88.6 | 67.57% | +17.57% | -0.90% | -0.90% | 0.00% | 14:52 | 07:31 | 10:57 | 13:44 | 16:36 | 33:02 | 05:39 | 04:11 |
 | Stout Shield | 41 | 100.00% | 86.4 | 65.85% | +65.85% | -15.85% | +14.15% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Boots of Speed | 41 | 100.00% | 84.1 | 65.85% | +65.85% | -15.85% | +14.15% | 12.16% | 04:31 | 01:47 | 02:58 | 03:52 | 05:26 | 11:04 | 02:28 | 01:49 |
 | Medallion of Courage | 36 | 87.80% | 81.8 | 66.67% | +6.67% | +33.33% | 0.00% | -5.05% | 15:26 | 06:53 | 10:15 | 13:37 | 16:51 | 43:43 | 06:36 | 04:53 |
 | Wind Lace | 36 | 87.80% | 79.5 | 66.67% | +6.67% | +22.22% | 0.00% | -2.50% | 19:19 | 01:50 | 13:46 | 17:49 | 22:40 | 43:13 | 08:54 | 06:35 |
 | Magic Stick | 31 | 75.61% | 77.3 | 67.74% | +7.74% | -5.24% | -17.74% | -2.84% | 05:07 | 00:28 | 01:29 | 03:06 | 05:53 | 23:06 | 04:24 | 03:15 |
 | Chainmail | 38 | 92.68% | 75.0 | 65.79% | -0.88% | -5.79% | +0.88% | 1.34% | 08:43 | 02:31 | 05:31 | 07:04 | 10:29 | 43:43 | 04:58 | 03:40 |
 | Quelling Blade | 38 | 92.68% | 72.7 | 65.79% | -0.88% | -5.79% | +11.99% | 17.78% | 01:25 | 00:14 | 00:48 | 01:03 | 01:28 | 05:58 | 00:40 | 00:29 |
 | Blight Stone | 37 | 90.24% | 70.5 | 64.86% | -10.14% | +12.92% | +1.81% | -1.71% | 15:15 | 04:05 | 09:32 | 12:51 | 16:02 | 52:37 | 06:30 | 04:48 |
 | Magic Wand | 22 | 53.66% | 68.2 | 68.18% | +5.02% | -1.51% | -8.18% | -0.98% | 10:49 | 03:42 | 06:27 | 08:27 | 13:16 | 23:06 | 06:49 | 05:02 |
 | Headdress | 7 | 17.07% | 65.9 | 85.71% | +23.95% | -35.71% | +14.29% | 3.79% | 13:00 | 04:01 | 06:54 | 08:25 | 20:06 | 22:25 | 13:12 | 09:46 |
 | Necronomicon (level 3) | 7 | 17.07% | 63.6 | 85.71% | +23.95% | -35.71% | +14.29% | 13.70% | 25:42 | 20:10 | 21:53 | 24:17 | 25:32 | 37:28 | 03:39 | 02:42 |
 | Necronomicon (level 2) | 7 | 17.07% | 61.4 | 85.71% | +23.95% | -35.71% | +14.29% | 12.30% | 23:24 | 16:26 | 19:24 | 21:56 | 23:28 | 37:28 | 04:04 | 03:00 |
 | Assault Cuirass | 4 | 9.76% | 59.1 | 100.00% | +37.84% | 0.00% | 0.00% | 0.00% | 38:55 | 34:23 | 34:23 | 36:27 | 38:19 | 46:30 | 03:56 | 02:54 |
 | Phase Boots | 26 | 63.41% | 56.8 | 61.54% | -11.79% | +9.89% | -11.54% | -8.46% | 08:02 | 03:48 | 06:59 | 07:43 | 09:31 | 11:54 | 02:32 | 01:52 |
 | Blink Dagger | 25 | 60.98% | 54.5 | 60.00% | -15.00% | -26.67% | +6.67% | 2.91% | 25:37 | 15:56 | 19:18 | 25:58 | 30:46 | 39:18 | 11:28 | 08:29 |
 | Orb of Venom | 6 | 14.63% | 52.3 | 83.33% | +20.47% | +16.67% | +16.67% | 0.00% | 00:40 | -01:29 | -01:29 | -01:29 | 03:25 | 06:28 | 04:54 | 03:37 |
 | Necronomicon | 8 | 19.51% | 50.0 | 75.00% | +11.36% | -25.00% | -25.00% | 0.00% | 18:16 | 13:13 | 16:01 | 17:15 | 19:03 | 23:44 | 03:02 | 02:14 |
 | Hood of Defiance | 3 | 7.32% | 47.7 | 100.00% | +36.84% | 0.00% | 0.00% | 0.00% | 17:36 | 13:27 | 13:27 | 18:23 | 20:58 | 20:58 | 07:31 | 05:34 |
 | Bracer | 4 | 9.76% | 45.5 | 75.00% | +10.14% | +25.00% | -75.00% | 0.00% | 09:14 | 04:32 | 04:32 | 06:31 | 12:46 | 13:07 | 08:14 | 06:05 |
 | Shadow Blade | 4 | 9.76% | 43.2 | 75.00% | +10.14% | +25.00% | +25.00% | 0.00% | 31:18 | 28:54 | 28:54 | 29:51 | 30:32 | 35:55 | 01:38 | 01:12 |
 | Helm of the Dominator | 4 | 9.76% | 40.9 | 75.00% | +10.14% | -75.00% | +25.00% | 0.00% | 11:39 | 08:00 | 08:00 | 08:49 | 09:39 | 20:07 | 01:39 | 01:13 |
 | Vanguard | 2 | 4.88% | 38.6 | 100.00% | +35.90% | 0.00% | 0.00% | 0.00% | 26:12 | 25:50 | 25:50 | 26:33 | 26:33 | 26:33 | 00:43 | 00:31 |
 | Crimson Guard | 2 | 4.88% | 36.4 | 100.00% | +35.90% | 0.00% | 0.00% | 0.00% | 27:17 | 25:50 | 25:50 | 28:44 | 28:44 | 28:44 | 02:54 | 02:08 |
 | Force Staff | 2 | 4.88% | 34.1 | 100.00% | +35.90% | 0.00% | 0.00% | 0.00% | 43:16 | 36:17 | 36:17 | 50:15 | 50:15 | 50:15 | 13:58 | 10:20 |
 | Pipe of Insight | 2 | 4.88% | 31.8 | 100.00% | +35.90% | 0.00% | 0.00% | 0.00% | 18:39 | 15:34 | 15:34 | 21:44 | 21:44 | 21:44 | 06:10 | 04:34 |
 | Buckler | 2 | 4.88% | 29.5 | 100.00% | +35.90% | 0.00% | 0.00% | 0.00% | 26:12 | 25:27 | 25:27 | 26:56 | 26:56 | 26:56 | 01:29 | 01:05 |
 | Black King Bar | 10 | 24.39% | 27.3 | 50.00% | -20.97% | +16.67% | -50.00% | -14.82% | 36:13 | 30:50 | 33:24 | 35:22 | 37:54 | 42:43 | 04:30 | 03:20 |
 | Scythe of Vyse | 1 | 2.44% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:16 | 53:16 | 53:16 | 53:16 | 53:16 | 53:16 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.44% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:50 | 37:50 | 37:50 | 37:50 | 37:50 | 37:50 | 00:00 | 00:00 |
 | Bottle | 1 | 2.44% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:16 | 05:16 | 05:16 | 05:16 | 05:16 | 05:16 | 00:00 | 00:00 |
 | Void Stone | 1 | 2.44% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 4.88% | 15.9 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 32:37 | 28:28 | 28:28 | 36:46 | 36:46 | 36:46 | 08:18 | 06:08 |
 | Drum of Endurance | 1 | 2.44% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:45 | 23:45 | 23:45 | 23:45 | 23:45 | 23:45 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 2.44% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 00:00 | 00:00 |
 | Desolator | 1 | 2.44% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:37 | 52:37 | 52:37 | 52:37 | 52:37 | 52:37 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.44% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:13 | 48:13 | 48:13 | 48:13 | 48:13 | 48:13 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 2.44% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:39 | 48:39 | 48:39 | 48:39 | 48:39 | 48:39 | 00:00 | 00:00 |
 | Crown | 1 | 2.44% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:40 | 23:40 | 23:40 | 23:40 | 23:40 | 23:40 | 00:00 | 00:00 |