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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 | |
 | Chainmail | 16 | 43.24% | 100.0 | 75.00% | +27.38% | 0.00% | 0.00% | 0.00% | 15:38 | 05:42 | 09:41 | 14:49 | 20:37 | 26:27 | 10:56 | 08:05 |
 | Guardian Greaves | 13 | 35.14% | 97.8 | 76.92% | +26.92% | +23.08% | -10.25% | -3.44% | 20:37 | 12:43 | 15:12 | 21:38 | 24:53 | 29:12 | 09:41 | 07:10 |
 | Buckler | 27 | 72.97% | 95.6 | 66.67% | +26.67% | +4.76% | +19.04% | 3.02% | 16:24 | 09:52 | 12:09 | 13:24 | 16:53 | 41:43 | 04:44 | 03:30 |
 | Vanguard | 24 | 64.86% | 93.3 | 66.67% | +20.52% | 0.00% | +16.66% | 4.00% | 09:20 | 04:24 | 05:18 | 06:47 | 09:28 | 30:17 | 04:10 | 03:05 |
 | Ring of Protection | 28 | 75.68% | 91.1 | 64.29% | +19.85% | -7.15% | +21.42% | 4.16% | 14:55 | -01:29 | 10:00 | 13:17 | 16:52 | 41:43 | 06:52 | 05:05 |
 | Wind Lace | 12 | 32.43% | 88.9 | 75.00% | +23.00% | +25.00% | -8.33% | -5.13% | 19:18 | 07:16 | 15:19 | 17:49 | 21:49 | 31:18 | 06:30 | 04:48 |
 | Ring of Health | 32 | 86.49% | 86.7 | 62.50% | +22.50% | -12.50% | -12.50% | 0.00% | 10:45 | 01:50 | 02:39 | 05:34 | 18:39 | 52:16 | 16:00 | 11:51 |
 | Boots of Speed | 36 | 97.30% | 84.4 | 61.11% | +61.11% | +16.67% | +5.56% | -2.36% | 06:27 | 01:24 | 02:42 | 05:44 | 07:24 | 19:13 | 04:42 | 03:28 |
 | Mekansm | 14 | 37.84% | 82.2 | 71.43% | +19.26% | +28.57% | -4.76% | -3.00% | 17:02 | 09:10 | 11:28 | 15:55 | 22:34 | 26:27 | 11:06 | 08:13 |
 | Headdress | 29 | 78.38% | 80.0 | 62.07% | +12.07% | +23.64% | -33.50% | -6.88% | 14:51 | 06:37 | 10:55 | 14:20 | 19:13 | 25:09 | 08:18 | 06:08 |
 | Arcane Boots | 31 | 83.78% | 77.8 | 61.29% | +11.29% | +1.21% | -11.29% | -2.88% | 07:48 | 04:07 | 05:01 | 07:25 | 09:21 | 25:14 | 04:20 | 03:12 |
 | Magic Stick | 9 | 24.32% | 75.6 | 77.78% | +24.21% | +22.22% | -27.78% | 0.00% | 02:02 | -01:29 | -01:29 | -01:26 | 04:56 | 11:37 | 06:25 | 04:45 |
 | Crimson Guard | 20 | 54.05% | 73.3 | 65.00% | +12.06% | -5.00% | -25.00% | -3.74% | 20:34 | 12:43 | 17:09 | 20:16 | 22:30 | 32:25 | 05:21 | 03:57 |
 | Magic Wand | 28 | 75.68% | 71.1 | 60.71% | +5.15% | +10.72% | +25.00% | 14.28% | 00:45 | -01:29 | -01:29 | -01:29 | -01:26 | 15:56 | 00:03 | 00:02 |
 | Pipe of Insight | 23 | 62.16% | 68.9 | 60.87% | +3.73% | +22.46% | -44.20% | -8.05% | 19:03 | 12:16 | 14:35 | 18:22 | 22:52 | 29:27 | 08:17 | 06:08 |
 | Helm of Iron Will | 29 | 78.38% | 66.7 | 55.17% | -19.83% | +1.97% | -12.31% | -1.10% | 11:58 | 02:09 | 03:57 | 11:03 | 16:56 | 26:37 | 12:59 | 09:37 |
 | Vladmir's Offering | 17 | 45.95% | 64.4 | 58.82% | -1.18% | +16.18% | +16.18% | 0.00% | 17:37 | 12:34 | 14:23 | 15:55 | 18:08 | 29:17 | 03:45 | 02:46 |
 | Ring of Basilius | 17 | 45.95% | 62.2 | 58.82% | -1.18% | +16.18% | +16.18% | 0.00% | 15:00 | 07:40 | 10:05 | 13:20 | 16:53 | 28:00 | 06:48 | 05:02 |
 | Morbid Mask | 17 | 45.95% | 60.0 | 58.82% | -1.18% | +16.18% | +16.18% | 0.00% | 16:44 | 11:56 | 13:08 | 14:53 | 17:21 | 28:00 | 04:13 | 03:07 |
 | Medallion of Courage | 3 | 8.11% | 57.8 | 100.00% | +44.12% | 0.00% | 0.00% | 0.00% | 16:51 | 13:37 | 13:37 | 16:18 | 20:38 | 20:38 | 07:01 | 05:11 |
 | Crown | 3 | 8.11% | 55.6 | 100.00% | +44.12% | 0.00% | 0.00% | 0.00% | 17:59 | 14:49 | 14:49 | 16:19 | 22:49 | 22:49 | 08:00 | 05:55 |
 | Blight Stone | 3 | 8.11% | 53.3 | 100.00% | +44.12% | 0.00% | 0.00% | 0.00% | 16:51 | 13:37 | 13:37 | 16:18 | 20:38 | 20:38 | 07:01 | 05:11 |
 | Solar Crest | 3 | 8.11% | 51.1 | 100.00% | +44.12% | 0.00% | 0.00% | 0.00% | 18:49 | 16:31 | 16:31 | 16:54 | 23:02 | 23:02 | 06:31 | 04:49 |
 | Blink Dagger | 9 | 24.32% | 48.9 | 66.67% | +9.53% | -16.67% | -16.67% | 0.00% | 30:25 | 20:55 | 23:03 | 30:56 | 36:42 | 39:48 | 13:39 | 10:06 |
 | Black King Bar | 7 | 18.92% | 46.7 | 71.43% | +14.76% | -21.43% | -21.43% | 0.00% | 35:44 | 29:45 | 30:20 | 35:29 | 35:48 | 51:06 | 05:28 | 04:02 |
 | Helm of the Overlord | 13 | 35.14% | 44.4 | 53.85% | -8.65% | +12.82% | -53.85% | -25.48% | 17:21 | 14:18 | 15:33 | 17:48 | 18:10 | 21:22 | 02:37 | 01:56 |
 | Diadem | 13 | 35.14% | 42.2 | 53.85% | -8.65% | +12.82% | -20.52% | -9.85% | 08:25 | 04:57 | 06:34 | 08:24 | 09:57 | 12:07 | 03:23 | 02:30 |
 | Helm of the Dominator | 13 | 35.14% | 40.0 | 53.85% | -8.65% | +12.82% | -20.52% | -8.59% | 10:26 | 07:09 | 08:41 | 10:54 | 12:34 | 13:20 | 03:53 | 02:52 |
 | Sange | 9 | 24.32% | 37.8 | 55.56% | -5.15% | +44.44% | -55.56% | 0.00% | 27:47 | 16:48 | 21:20 | 29:15 | 34:08 | 38:56 | 12:48 | 09:28 |
 | Assault Cuirass | 2 | 5.41% | 35.6 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 36:54 | 31:42 | 31:42 | 42:06 | 42:06 | 42:06 | 10:24 | 07:42 |
 | Ghost Scepter | 2 | 5.41% | 33.3 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 28:24 | 24:31 | 24:31 | 32:17 | 32:17 | 32:17 | 07:46 | 05:45 |
 | Heaven's Halberd | 8 | 21.62% | 31.1 | 50.00% | -12.07% | +50.00% | -50.00% | 0.00% | 31:02 | 23:59 | 25:25 | 29:39 | 35:44 | 39:13 | 10:19 | 07:38 |
 | Aghanim's Scepter | 5 | 13.51% | 28.9 | 60.00% | +0.62% | -60.00% | +40.00% | 0.00% | 26:15 | 17:51 | 17:51 | 28:39 | 32:10 | 32:25 | 14:19 | 10:36 |
 | Drum of Endurance | 3 | 8.11% | 26.7 | 66.67% | +7.85% | +33.33% | 0.00% | 0.00% | 22:16 | 18:10 | 18:10 | 22:14 | 26:25 | 26:25 | 08:15 | 06:06 |
 | Lotus Orb | 3 | 8.11% | 24.4 | 66.67% | +7.85% | -66.67% | 0.00% | 0.00% | 38:43 | 30:58 | 30:58 | 32:55 | 52:16 | 52:16 | 21:18 | 15:46 |
 | Void Stone | 3 | 8.11% | 22.2 | 66.67% | +7.85% | -66.67% | 0.00% | 0.00% | 38:23 | 30:37 | 30:37 | 32:17 | 52:16 | 52:16 | 21:39 | 16:02 |
 | Aghanim's Shard | 4 | 10.81% | 20.0 | 50.00% | -10.61% | -50.00% | -50.00% | 0.00% | 37:20 | 30:26 | 30:26 | 34:02 | 39:42 | 45:09 | 09:16 | 06:51 |
 | Boots of Travel 2 | 1 | 2.70% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.70% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:29 | 49:29 | 49:29 | 49:29 | 49:29 | 49:29 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.70% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:46 | 50:46 | 50:46 | 50:46 | 50:46 | 50:46 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.70% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 00:00 | 00:00 |
 | Cornucopia | 1 | 2.70% | 8.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:50 | 45:50 | 45:50 | 45:50 | 45:50 | 45:50 | 00:00 | 00:00 |
 | Quelling Blade | 6 | 16.22% | 6.7 | 33.33% | -31.19% | -33.33% | -33.33% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | -01:15 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.70% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:35 | 31:35 | 31:35 | 31:35 | 31:35 | 31:35 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 2.70% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:28 | 38:28 | 38:28 | 38:28 | 38:28 | 38:28 | 00:00 | 00:00 |