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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 | 17 | 15.74% | 100.0 | 76.47% | +29.22% | +23.53% | -26.47% | -10.03% | 24:45 | 20:11 | 21:36 | 24:14 | 26:35 | 31:00 | 04:59 | 03:41 |
 | Headdress | 19 | 17.59% | 97.4 | 73.68% | +26.49% | +26.32% | -53.68% | -15.74% | 22:14 | -01:28 | 20:47 | 22:23 | 25:52 | 28:32 | 05:05 | 03:45 |
 | Aghanim's Shard | 88 | 81.48% | 94.9 | 57.95% | +32.95% | +1.14% | +5.69% | 0.70% | 21:08 | 15:01 | 17:03 | 19:34 | 23:33 | 42:50 | 06:30 | 04:48 |
 | Fluffy Hat | 62 | 57.41% | 92.3 | 59.68% | +18.38% | +2.82% | -6.35% | -0.88% | 19:25 | -01:29 | 15:09 | 19:58 | 25:35 | 41:28 | 10:26 | 07:43 |
 | Vladmir's Offering | 22 | 20.37% | 89.7 | 68.18% | +20.51% | -1.51% | +11.82% | 1.92% | 30:48 | 18:35 | 25:52 | 29:37 | 32:48 | 46:13 | 06:56 | 05:08 |
 | Magic Stick | 97 | 89.81% | 87.2 | 54.64% | +27.37% | +12.03% | -8.81% | -2.88% | 05:08 | -01:30 | -01:23 | 04:53 | 08:37 | 28:19 | 10:00 | 07:24 |
 | Arcane Boots | 70 | 64.81% | 84.6 | 55.71% | +10.97% | +10.96% | -8.65% | -4.07% | 15:22 | 09:38 | 12:25 | 14:10 | 17:14 | 30:17 | 04:49 | 03:34 |
 | Force Staff | 38 | 35.19% | 82.1 | 60.53% | +13.39% | -10.53% | +28.36% | 3.79% | 30:08 | 18:37 | 23:48 | 29:47 | 34:03 | 41:29 | 10:15 | 07:35 |
 | Magic Wand | 83 | 76.85% | 79.5 | 54.22% | +10.22% | -1.84% | -11.36% | -1.96% | 10:25 | 02:36 | 07:24 | 09:32 | 12:16 | 28:19 | 04:52 | 03:36 |
 | Morbid Mask | 23 | 21.30% | 76.9 | 65.22% | +16.98% | +1.45% | +18.11% | 2.26% | 30:02 | 14:53 | 24:58 | 29:23 | 32:21 | 46:13 | 07:23 | 05:28 |
 | Ring of Protection | 25 | 23.15% | 74.4 | 64.00% | +15.81% | +2.67% | +19.33% | 1.26% | 27:07 | 12:33 | 19:07 | 25:49 | 32:21 | 46:12 | 13:14 | 09:48 |
 | Wraith Pact | 12 | 11.11% | 71.8 | 75.00% | +26.04% | +25.00% | -8.33% | -4.06% | 34:45 | 21:40 | 28:50 | 31:41 | 37:02 | 52:20 | 08:12 | 06:04 |
 | Boots of Speed | 108 | 100.00% | 69.2 | 51.85% | +51.85% | 0.00% | +3.71% | 1.01% | 07:47 | -01:29 | 06:07 | 08:09 | 09:47 | 13:57 | 03:40 | 02:42 |
 | Buckler | 24 | 22.22% | 66.7 | 62.50% | +13.69% | -12.50% | +20.83% | 2.78% | 27:47 | 12:34 | 20:21 | 25:49 | 32:21 | 46:13 | 12:00 | 08:53 |
 | Wind Lace | 35 | 32.41% | 64.1 | 57.14% | +7.82% | -1.58% | -1.58% | 0.00% | 10:25 | -01:29 | 02:36 | 06:37 | 14:10 | 59:22 | 11:34 | 08:34 |
 | Ring of Basilius | 68 | 62.96% | 61.5 | 50.00% | -5.00% | -14.71% | +8.82% | 4.51% | 07:14 | -01:29 | 02:13 | 04:14 | 07:26 | 46:13 | 05:13 | 03:51 |
 | Glimmer Cape | 27 | 25.00% | 59.0 | 55.56% | +4.94% | -12.70% | -12.70% | 0.00% | 29:02 | 16:28 | 25:20 | 29:08 | 32:03 | 42:59 | 06:43 | 04:58 |
 | Tranquil Boots | 15 | 13.89% | 56.4 | 60.00% | +9.46% | -10.00% | +15.00% | 2.65% | 19:57 | 09:48 | 13:41 | 16:52 | 23:07 | 36:15 | 09:26 | 06:59 |
 | Ghost Scepter | 13 | 12.04% | 53.8 | 46.15% | -6.48% | +20.52% | -12.82% | -3.12% | 34:01 | 20:30 | 26:22 | 33:42 | 37:04 | 59:29 | 10:42 | 07:55 |
 | Kaya | 2 | 1.85% | 51.3 | 100.00% | +49.06% | 0.00% | 0.00% | 0.00% | 36:57 | 33:15 | 33:15 | 40:39 | 40:39 | 40:39 | 07:24 | 05:28 |
 | Void Stone | 5 | 4.63% | 48.7 | 60.00% | +8.54% | +40.00% | -60.00% | 0.00% | 34:44 | 24:20 | 24:20 | 30:55 | 43:08 | 47:52 | 18:48 | 13:55 |
 | Ring of Health | 4 | 3.70% | 46.2 | 50.00% | -1.92% | -50.00% | -50.00% | 0.00% | 37:21 | 27:27 | 27:27 | 30:55 | 43:08 | 47:54 | 15:41 | 11:37 |
 | Drum of Endurance | 4 | 3.70% | 43.6 | 50.00% | -1.92% | +50.00% | -50.00% | 0.00% | 35:19 | 26:24 | 26:24 | 27:24 | 28:06 | 59:22 | 01:42 | 01:15 |
 | Urn of Shadows | 1 | 0.93% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:09 | 14:09 | 14:09 | 14:09 | 14:09 | 14:09 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.93% | 38.5 | 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 |
 | Aether Lens | 1 | 0.93% | 35.9 | 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 |
 | Boots of Bearing | 1 | 0.93% | 33.3 | 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 |
 | Crown | 2 | 1.85% | 30.8 | 50.00% | -1.89% | -50.00% | 0.00% | 0.00% | 22:19 | 12:22 | 12:22 | 32:16 | 32:16 | 32:16 | 19:54 | 14:44 |
 | Blink Dagger | 2 | 1.85% | 28.2 | 50.00% | -1.89% | +50.00% | 0.00% | 0.00% | 30:37 | 30:04 | 30:04 | 31:09 | 31:09 | 31:09 | 01:05 | 00:48 |
 | Aghanim's Scepter | 2 | 1.85% | 25.6 | 50.00% | -1.89% | +50.00% | 0.00% | 0.00% | 41:34 | 31:45 | 31:45 | 51:22 | 51:22 | 51:22 | 19:37 | 14:31 |
 | Veil of Discord | 2 | 1.85% | 23.1 | 50.00% | -1.89% | -50.00% | 0.00% | 0.00% | 23:10 | 13:33 | 13:33 | 32:47 | 32:47 | 32:47 | 19:14 | 14:14 |
 | Null Talisman | 2 | 1.85% | 20.5 | 50.00% | -1.89% | +50.00% | 0.00% | 0.00% | 06:48 | -01:29 | -01:29 | 15:05 | 15:05 | 15:05 | 16:34 | 12:16 |
 | Refresher Orb | 2 | 1.85% | 17.9 | 50.00% | -1.89% | +50.00% | 0.00% | 0.00% | 49:54 | 43:15 | 43:15 | 56:33 | 56:33 | 56:33 | 13:18 | 09:51 |
 | Aeon Disk | 3 | 2.78% | 15.4 | 33.33% | -19.05% | +66.67% | 0.00% | 0.00% | 43:54 | 31:31 | 31:31 | 41:00 | 59:10 | 59:10 | 27:39 | 20:28 |
 | Quelling Blade | 3 | 2.78% | 12.8 | 33.33% | -19.05% | -33.33% | 0.00% | 0.00% | 07:38 | 02:12 | 02:12 | 08:55 | 11:47 | 11:47 | 09:35 | 07:05 |
 | Blight Stone | 1 | 0.93% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.93% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.93% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 00:00 | 00:00 |
 | Chainmail | 1 | 0.93% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 00:00 | 00:00 |