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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 | |
 | Arcane Boots | 13 | 19.40% | 100.0 | 84.62% | +30.92% | -17.95% | +15.38% | 2.49% | 24:36 | 13:10 | 17:56 | 22:47 | 31:18 | 37:30 | 13:22 | 09:54 |
 | Boots of Speed | 55 | 82.09% | 97.6 | 65.45% | +32.12% | +5.98% | -36.88% | -3.86% | 13:24 | -01:29 | 05:19 | 13:34 | 16:25 | 45:30 | 11:06 | 08:13 |
 | Guardian Greaves | 5 | 7.46% | 95.1 | 100.00% | +43.55% | 0.00% | 0.00% | 0.00% | 32:31 | 25:25 | 25:25 | 34:26 | 38:11 | 38:33 | 12:46 | 09:27 |
 | Wraith Pact | 30 | 44.78% | 92.7 | 66.67% | +12.62% | +8.33% | -23.81% | -7.53% | 28:02 | 16:03 | 25:57 | 28:31 | 30:13 | 36:14 | 04:16 | 03:09 |
 | Chainmail | 66 | 98.51% | 90.2 | 59.09% | -40.91% | -6.15% | -2.84% | 1.42% | 08:21 | 04:06 | 07:05 | 07:52 | 09:25 | 17:11 | 02:20 | 01:43 |
 | Mekansm | 66 | 98.51% | 87.8 | 59.09% | -40.91% | +5.62% | -9.09% | -5.88% | 11:59 | 08:58 | 10:28 | 11:44 | 12:58 | 19:38 | 02:30 | 01:51 |
 | Headdress | 66 | 98.51% | 85.4 | 59.09% | -40.91% | -12.03% | +9.66% | 21.69% | -00:14 | -01:29 | -01:29 | -01:29 | 00:51 | 10:34 | 02:20 | 01:43 |
 | Ring of Protection | 51 | 76.12% | 82.9 | 60.78% | +4.53% | +8.45% | -22.32% | -4.85% | 16:58 | 03:01 | 12:34 | 15:37 | 18:55 | 36:47 | 06:21 | 04:42 |
 | Buckler | 51 | 76.12% | 80.5 | 60.78% | +4.53% | +8.45% | -22.32% | -5.16% | 17:15 | 04:23 | 12:57 | 16:38 | 18:55 | 36:47 | 05:58 | 04:25 |
 | Holy Locket | 20 | 29.85% | 78.0 | 70.00% | +14.68% | +10.00% | +10.00% | 0.00% | 26:32 | 18:46 | 19:56 | 22:53 | 28:54 | 41:33 | 08:58 | 06:38 |
 | Ring of Basilius | 58 | 86.57% | 75.6 | 58.62% | -8.05% | -25.29% | +12.81% | 4.70% | 07:50 | 01:21 | 04:10 | 05:54 | 12:16 | 20:23 | 08:06 | 06:00 |
 | Vladmir's Offering | 44 | 65.67% | 73.2 | 59.09% | -1.78% | +13.64% | -22.73% | -6.10% | 22:44 | 14:12 | 18:33 | 22:15 | 24:31 | 37:08 | 05:58 | 04:25 |
 | Morbid Mask | 44 | 65.67% | 70.7 | 59.09% | -1.78% | +13.64% | -31.82% | -6.17% | 21:23 | 12:28 | 16:27 | 20:16 | 23:49 | 36:47 | 07:22 | 05:27 |
 | Pipe of Insight | 7 | 10.45% | 68.3 | 85.71% | +29.04% | +14.29% | +14.29% | 0.00% | 31:22 | 24:28 | 24:29 | 28:11 | 32:37 | 47:28 | 08:08 | 06:01 |
 | Hood of Defiance | 7 | 10.45% | 65.9 | 85.71% | +29.04% | -35.71% | +14.29% | 0.00% | 27:51 | 19:32 | 20:22 | 21:44 | 32:27 | 47:28 | 12:05 | 08:57 |
 | Fluffy Hat | 25 | 37.31% | 63.4 | 64.00% | +6.86% | +2.67% | +2.67% | 0.00% | 24:36 | 13:39 | 16:05 | 23:19 | 33:08 | 40:27 | 17:03 | 12:37 |
 | Magic Wand | 32 | 47.76% | 61.0 | 59.38% | -0.62% | -21.88% | +15.62% | 4.39% | 16:58 | -01:29 | 12:14 | 15:50 | 20:46 | 38:27 | 08:32 | 06:19 |
 | Aghanim's Shard | 26 | 38.81% | 58.5 | 61.54% | +3.00% | +24.17% | -44.87% | -4.38% | 29:45 | 18:39 | 21:08 | 26:46 | 36:53 | 50:47 | 15:45 | 11:40 |
 | Ring of Health | 9 | 13.43% | 56.1 | 77.78% | +20.88% | -27.78% | -27.78% | 0.00% | 29:20 | 19:32 | 20:22 | 24:52 | 36:58 | 47:25 | 16:36 | 12:17 |
 | Blight Stone | 9 | 13.43% | 53.7 | 77.78% | +20.88% | +22.22% | -27.78% | -1.71% | 17:00 | -01:29 | -01:29 | 03:24 | 30:45 | 57:44 | 32:14 | 23:52 |
 | Magic Stick | 37 | 55.22% | 51.2 | 56.76% | -6.57% | -12.32% | +9.91% | 1.92% | 12:43 | 01:23 | 05:04 | 12:33 | 16:40 | 38:26 | 11:36 | 08:35 |
 | Drum of Endurance | 13 | 19.40% | 48.8 | 61.54% | +2.28% | -28.21% | +5.13% | 1.38% | 33:28 | 17:27 | 17:36 | 30:53 | 41:49 | 57:22 | 24:13 | 17:56 |
 | Wind Lace | 16 | 23.88% | 46.3 | 56.25% | -4.53% | -31.25% | +18.75% | 2.18% | 29:59 | 10:51 | 17:30 | 28:42 | 40:23 | 51:00 | 22:53 | 16:57 |
 | Ghost Scepter | 7 | 10.45% | 43.9 | 57.14% | -2.86% | +42.86% | -7.14% | 0.00% | 43:35 | 30:00 | 39:14 | 41:18 | 44:19 | 1:03:51 | 05:05 | 03:45 |
 | Boots of Bearing | 5 | 7.46% | 41.5 | 60.00% | +0.32% | -60.00% | -60.00% | 0.00% | 46:11 | 30:12 | 30:12 | 47:19 | 55:10 | 58:33 | 24:58 | 18:29 |
 | Tranquil Boots | 6 | 8.96% | 39.0 | 50.00% | -10.66% | -50.00% | -50.00% | 0.00% | 40:36 | 22:59 | 23:55 | 39:39 | 54:41 | 55:01 | 30:46 | 22:47 |
 | Force Staff | 7 | 10.45% | 36.6 | 42.86% | -18.81% | +7.14% | +7.14% | 0.00% | 42:36 | 30:35 | 34:43 | 38:50 | 47:52 | 58:53 | 13:09 | 09:44 |
 | Aghanim's Scepter | 4 | 5.97% | 34.1 | 50.00% | -10.32% | +50.00% | -50.00% | 0.00% | 42:40 | 33:57 | 33:57 | 34:12 | 38:12 | 1:04:20 | 04:15 | 03:08 |
 | Ethereal Blade | 1 | 1.49% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 00:00 | 00:00 |
 | Desolator | 1 | 1.49% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:32 | 1:01:32 | 1:01:32 | 1:01:32 | 1:01:32 | 1:01:32 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.49% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.49% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:58 | 36:58 | 36:58 | 36:58 | 36:58 | 36:58 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 1.49% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 00:00 | 00:00 |
 | Kaya | 1 | 1.49% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.49% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:58 | 36:58 | 36:58 | 36:58 | 36:58 | 36:58 | 00:00 | 00:00 |
 | Medallion of Courage | 3 | 4.48% | 14.6 | 33.33% | -27.61% | +66.67% | 0.00% | 0.00% | 32:35 | 27:17 | 27:17 | 30:45 | 39:44 | 39:44 | 12:27 | 09:13 |
 | Solar Crest | 1 | 1.49% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.49% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 00:00 | 00:00 |
 | Crown | 1 | 1.49% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.49% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 00:00 | 00:00 |
 | Void Stone | 1 | 1.49% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 00:00 | 00:00 |