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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 | |
 | Holy Locket | 19 | 13.38% | 100.0 | 78.95% | +33.42% | +21.05% | -18.95% | -8.03% | 24:39 | 19:05 | 21:36 | 24:14 | 26:35 | 31:00 | 04:59 | 03:41 |
 | Headdress | 24 | 16.90% | 97.7 | 70.83% | +25.07% | +12.50% | -37.50% | -6.90% | 22:50 | -01:28 | 20:14 | 22:23 | 27:29 | 35:49 | 07:15 | 05:22 |
 | Ring of Protection | 30 | 21.13% | 95.3 | 66.67% | +21.13% | +20.83% | +4.76% | -1.14% | 25:30 | 07:40 | 18:12 | 24:22 | 32:21 | 46:12 | 14:09 | 10:28 |
 | Vladmir's Offering | 25 | 17.61% | 93.0 | 68.00% | +21.85% | -1.33% | -1.33% | 0.00% | 30:38 | 18:35 | 25:30 | 29:37 | 32:48 | 46:13 | 07:18 | 05:24 |
 | Aghanim's Shard | 106 | 74.65% | 90.7 | 55.66% | +22.33% | +3.60% | +5.88% | 0.37% | 21:02 | 15:01 | 17:26 | 19:34 | 23:33 | 42:50 | 06:07 | 04:31 |
 | Arcane Boots | 88 | 61.97% | 88.4 | 55.68% | +14.94% | +3.41% | -5.68% | -1.93% | 15:27 | 09:38 | 12:23 | 13:32 | 17:05 | 38:19 | 04:42 | 03:28 |
 | Fluffy Hat | 82 | 57.75% | 86.0 | 56.10% | +14.43% | -8.48% | +3.90% | 1.01% | 19:51 | -01:29 | 14:20 | 19:58 | 26:32 | 41:54 | 12:12 | 09:02 |
 | Wraith Pact | 15 | 10.56% | 83.7 | 73.33% | +26.09% | +26.67% | -23.33% | -6.10% | 34:29 | 21:40 | 28:50 | 32:15 | 37:02 | 52:20 | 08:12 | 06:04 |
 | Morbid Mask | 26 | 18.31% | 81.4 | 65.38% | +18.83% | +6.05% | +1.29% | -0.61% | 29:48 | 14:53 | 24:58 | 28:57 | 32:47 | 46:13 | 07:49 | 05:47 |
 | Glimmer Cape | 38 | 26.76% | 79.1 | 60.53% | +14.38% | -0.53% | -4.97% | -0.62% | 28:10 | 16:28 | 24:42 | 27:22 | 31:52 | 42:59 | 07:10 | 05:18 |
 | Magic Stick | 125 | 88.03% | 76.7 | 52.00% | +16.71% | +12.52% | -13.29% | -3.27% | 05:11 | -01:30 | -01:28 | 04:53 | 09:22 | 28:19 | 10:50 | 08:01 |
 | Magic Wand | 102 | 71.83% | 74.4 | 52.94% | +10.44% | +0.91% | -4.94% | -1.11% | 10:35 | 02:35 | 07:24 | 09:42 | 12:39 | 36:18 | 05:15 | 03:53 |
 | Force Staff | 49 | 34.51% | 72.1 | 57.14% | +10.90% | -32.14% | +26.19% | 5.78% | 29:44 | 18:37 | 23:40 | 29:29 | 33:45 | 41:54 | 10:05 | 07:28 |
 | Buckler | 27 | 19.01% | 69.8 | 62.96% | +16.00% | -5.82% | +8.47% | 1.17% | 27:18 | 12:34 | 20:07 | 25:49 | 32:21 | 46:13 | 12:14 | 09:03 |
 | Boots of Speed | 142 | 100.00% | 67.4 | 50.00% | +50.00% | 0.00% | +10.00% | 2.90% | 07:54 | -01:29 | 06:16 | 08:06 | 09:43 | 15:24 | 03:27 | 02:33 |
 | Wind Lace | 49 | 34.51% | 65.1 | 55.10% | +7.79% | -13.43% | +11.57% | 2.12% | 11:00 | -01:29 | 02:36 | 09:03 | 14:22 | 59:22 | 11:46 | 08:42 |
 | Ring of Basilius | 79 | 55.63% | 62.8 | 50.63% | +1.42% | -15.63% | +14.37% | 6.14% | 06:47 | -01:29 | 02:15 | 04:08 | 07:08 | 46:13 | 04:53 | 03:37 |
 | Tranquil Boots | 22 | 15.49% | 60.5 | 59.09% | +10.76% | -9.09% | +20.91% | 2.81% | 20:22 | 09:48 | 13:10 | 16:52 | 23:51 | 44:07 | 10:41 | 07:54 |
 | Void Stone | 10 | 7.04% | 58.1 | 70.00% | +21.52% | -3.33% | -20.00% | 0.00% | 34:17 | 24:20 | 29:52 | 30:55 | 39:19 | 47:52 | 09:27 | 07:00 |
 | Urn of Shadows | 3 | 2.11% | 55.8 | 100.00% | +51.08% | 0.00% | 0.00% | 0.00% | 11:06 | 08:31 | 08:31 | 10:39 | 14:09 | 14:09 | 05:38 | 04:10 |
 | Ring of Health | 10 | 7.04% | 53.5 | 60.00% | +10.76% | -26.67% | -10.00% | 0.00% | 34:58 | 24:34 | 29:43 | 30:55 | 43:08 | 47:54 | 13:25 | 09:56 |
 | Drum of Endurance | 7 | 4.93% | 51.2 | 57.14% | +7.51% | -7.14% | -7.14% | 0.00% | 31:49 | 18:53 | 19:42 | 27:24 | 28:06 | 59:22 | 08:24 | 06:13 |
 | Kaya | 2 | 1.41% | 48.8 | 100.00% | +50.71% | 0.00% | 0.00% | 0.00% | 36:57 | 33:15 | 33:15 | 40:39 | 40:39 | 40:39 | 07:24 | 05:28 |
 | Null Talisman | 14 | 9.86% | 46.5 | 42.86% | -7.92% | +7.14% | -9.53% | 0.00% | 00:01 | -01:30 | -01:29 | -01:29 | -01:29 | 15:05 | 00:00 | 00:00 |
 | Ghost Scepter | 14 | 9.86% | 44.2 | 42.86% | -7.92% | +7.14% | -9.53% | -1.56% | 32:57 | 19:05 | 26:22 | 31:57 | 37:04 | 59:29 | 10:42 | 07:55 |
 | Lotus Orb | 5 | 3.52% | 41.9 | 60.00% | +10.36% | -60.00% | -60.00% | 0.00% | 31:35 | 27:28 | 27:28 | 30:14 | 33:50 | 36:18 | 06:22 | 04:42 |
 | Blight Stone | 3 | 2.11% | 39.5 | 66.67% | +17.03% | +33.33% | 0.00% | 0.00% | 17:43 | -01:29 | -01:29 | 14:20 | 40:19 | 40:19 | 41:48 | 30:57 |
 | Crown | 3 | 2.11% | 37.2 | 66.67% | +17.03% | -66.67% | 0.00% | 0.00% | 28:19 | 12:22 | 12:22 | 32:16 | 40:19 | 40:19 | 27:57 | 20:42 |
 | Refresher Orb | 3 | 2.11% | 34.9 | 66.67% | +17.03% | +33.33% | 0.00% | 0.00% | 48:44 | 43:15 | 43:15 | 46:23 | 56:33 | 56:33 | 13:18 | 09:51 |
 | Spirit Vessel | 1 | 0.70% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.70% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.70% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.70% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 00:00 | 00:00 |
 | Veil of Discord | 2 | 1.41% | 23.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 23:10 | 13:33 | 13:33 | 32:47 | 32:47 | 32:47 | 19:14 | 14:14 |
 | Medallion of Courage | 2 | 1.41% | 20.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 27:20 | 14:20 | 14:20 | 40:19 | 40:19 | 40:19 | 25:59 | 19:14 |
 | Chainmail | 2 | 1.41% | 18.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 27:20 | 14:20 | 14:20 | 40:19 | 40:19 | 40:19 | 25:59 | 19:14 |
 | Aghanim's Scepter | 2 | 1.41% | 16.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 41:34 | 31:45 | 31:45 | 51:22 | 51:22 | 51:22 | 19:37 | 14:31 |
 | Blink Dagger | 2 | 1.41% | 14.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 30:37 | 30:04 | 30:04 | 31:09 | 31:09 | 31:09 | 01:05 | 00:48 |
 | Quelling Blade | 3 | 2.11% | 11.6 | 33.33% | -17.03% | -33.33% | 0.00% | 0.00% | 07:38 | 02:12 | 02:12 | 08:55 | 11:47 | 11:47 | 09:35 | 07:05 |
 | Aeon Disk | 4 | 2.82% | 9.3 | 25.00% | -25.72% | +75.00% | -25.00% | 0.00% | 45:58 | 31:31 | 31:31 | 41:00 | 52:10 | 59:10 | 20:39 | 15:17 |
 | Hood of Defiance | 1 | 0.70% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.70% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.70% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 00:00 | 00:00 |