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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 | 43 | 45.26% | 100.0 | 62.79% | +26.25% | +0.85% | +19.03% | 3.12% | 14:38 | 06:51 | 10:27 | 13:23 | 16:17 | 32:59 | 05:50 | 04:19 |
 | Force Staff | 59 | 62.11% | 97.7 | 55.93% | +19.82% | +4.07% | +10.74% | 0.97% | 25:11 | 15:37 | 21:04 | 24:02 | 27:58 | 44:43 | 06:54 | 05:06 |
 | Boots of Bearing | 7 | 7.37% | 95.3 | 85.71% | +40.26% | +14.29% | +14.29% | 0.00% | 31:54 | 19:46 | 31:28 | 33:42 | 33:50 | 36:28 | 02:22 | 01:45 |
 | Aether Lens | 20 | 21.05% | 93.0 | 65.00% | +21.00% | -5.00% | +15.00% | 1.81% | 32:56 | 20:04 | 24:14 | 32:10 | 35:17 | 57:16 | 11:03 | 08:11 |
 | Glimmer Cape | 37 | 38.95% | 90.7 | 56.76% | +13.66% | +9.91% | -1.20% | -1.09% | 29:12 | 18:42 | 23:17 | 28:00 | 33:30 | 49:03 | 10:13 | 07:34 |
 | Void Stone | 25 | 26.32% | 88.4 | 60.00% | +15.71% | +6.67% | -10.00% | -1.29% | 32:41 | 18:08 | 23:53 | 31:53 | 36:51 | 58:08 | 12:58 | 09:36 |
 | Boots of Speed | 95 | 100.00% | 86.0 | 48.42% | +48.42% | +22.41% | -27.59% | -14.35% | 07:19 | -01:29 | 05:33 | 07:10 | 09:02 | 15:21 | 03:29 | 02:34 |
 | Fluffy Hat | 72 | 75.79% | 83.7 | 50.00% | +6.52% | 0.00% | +5.56% | 1.05% | 15:34 | 02:01 | 12:07 | 15:02 | 17:24 | 38:00 | 05:17 | 03:54 |
 | Magic Stick | 89 | 93.68% | 81.4 | 48.31% | -1.69% | -7.40% | +10.78% | 3.58% | 03:32 | -01:30 | -01:29 | 02:37 | 06:34 | 18:50 | 08:03 | 05:57 |
 | Magic Wand | 81 | 85.26% | 79.1 | 46.91% | -10.23% | +3.09% | -21.91% | -5.51% | 10:59 | -01:29 | 08:21 | 10:54 | 12:53 | 27:01 | 04:32 | 03:21 |
 | Mekansm | 8 | 8.42% | 76.7 | 75.00% | +29.02% | -75.00% | +25.00% | 0.00% | 19:18 | 13:08 | 16:13 | 18:12 | 21:53 | 25:25 | 05:40 | 04:11 |
 | Chainmail | 10 | 10.53% | 74.4 | 70.00% | +24.12% | -36.67% | +30.00% | 9.69% | 17:45 | 10:43 | 14:27 | 16:04 | 21:20 | 27:06 | 06:53 | 05:05 |
 | Wind Lace | 65 | 68.42% | 72.1 | 46.15% | -7.18% | -27.40% | -2.40% | 2.88% | 13:49 | -01:12 | 07:46 | 10:57 | 16:27 | 42:52 | 08:41 | 06:25 |
 | Aghanim's Scepter | 11 | 11.58% | 69.8 | 63.64% | +17.21% | +3.03% | -30.31% | -4.89% | 43:34 | 27:19 | 39:08 | 41:43 | 45:57 | 58:34 | 06:49 | 05:02 |
 | Tranquil Boots | 47 | 49.47% | 67.4 | 44.68% | -7.40% | +5.32% | -11.35% | -1.43% | 19:32 | 08:44 | 12:36 | 14:29 | 24:14 | 45:23 | 11:38 | 08:37 |
 | Ring of Protection | 9 | 9.47% | 65.1 | 66.67% | +20.16% | -16.67% | -16.67% | 0.00% | 23:24 | 13:46 | 13:55 | 27:49 | 28:08 | 29:55 | 14:13 | 10:31 |
 | Buckler | 7 | 7.37% | 62.8 | 71.43% | +24.84% | -21.43% | -21.43% | 0.00% | 25:57 | 13:56 | 23:05 | 27:56 | 28:08 | 32:13 | 05:03 | 03:44 |
 | Ring of Basilius | 12 | 12.63% | 60.5 | 58.33% | +11.34% | +8.34% | +8.34% | 0.00% | 14:05 | 05:29 | 10:28 | 12:48 | 14:53 | 27:57 | 04:25 | 03:16 |
 | Headdress | 10 | 10.53% | 58.1 | 60.00% | +12.94% | -26.67% | +40.00% | 9.22% | 17:28 | 09:48 | 14:02 | 16:28 | 21:16 | 23:45 | 07:14 | 05:21 |
 | Veil of Discord | 8 | 8.42% | 55.8 | 62.50% | +15.37% | -12.50% | -62.50% | 0.00% | 17:12 | 14:23 | 15:40 | 15:45 | 18:04 | 23:08 | 02:24 | 01:46 |
 | Ghost Scepter | 8 | 8.42% | 53.5 | 62.50% | +15.37% | -12.50% | -12.50% | 0.00% | 37:03 | 26:23 | 26:46 | 38:25 | 40:03 | 53:56 | 13:17 | 09:50 |
 | Crown | 11 | 11.58% | 51.2 | 54.55% | +6.93% | -21.22% | -21.22% | 0.00% | 18:37 | 10:55 | 12:04 | 14:27 | 16:44 | 51:18 | 04:40 | 03:27 |
 | Guardian Greaves | 6 | 6.32% | 48.8 | 66.67% | +19.48% | -16.67% | -66.67% | 0.00% | 26:35 | 16:01 | 23:59 | 28:51 | 29:28 | 32:14 | 05:29 | 04:03 |
 | Drum of Endurance | 15 | 15.79% | 46.5 | 46.67% | -2.08% | +3.33% | -21.67% | -2.91% | 23:25 | 15:32 | 17:11 | 19:45 | 25:47 | 40:36 | 08:36 | 06:22 |
 | Aghanim's Shard | 12 | 12.63% | 44.2 | 50.00% | +1.81% | -16.67% | +50.00% | 4.32% | 35:05 | 23:57 | 26:44 | 32:23 | 42:09 | 48:25 | 15:25 | 11:25 |
 | Quelling Blade | 9 | 9.47% | 41.9 | 44.44% | -4.40% | -44.44% | +5.56% | 5.09% | 14:34 | -01:29 | 09:03 | 10:42 | 18:52 | 36:16 | 09:49 | 07:16 |
 | Aeon Disk | 7 | 7.37% | 39.5 | 42.86% | -6.00% | +7.14% | -42.86% | 0.00% | 50:35 | 36:50 | 41:04 | 52:21 | 52:43 | 1:07:13 | 11:39 | 08:37 |
 | Blink Dagger | 7 | 7.37% | 37.2 | 42.86% | -6.00% | +7.14% | +7.14% | 0.00% | 37:27 | 26:09 | 27:12 | 34:50 | 42:36 | 56:45 | 15:24 | 11:24 |
 | Eul's Scepter of Divinity | 4 | 4.21% | 34.9 | 50.00% | +1.65% | -50.00% | -50.00% | 0.00% | 33:32 | 18:55 | 18:55 | 28:37 | 39:26 | 47:09 | 20:31 | 15:11 |
 | Medallion of Courage | 1 | 1.05% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.05% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.05% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:50 | 31:50 | 31:50 | 31:50 | 31:50 | 31:50 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.05% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:21 | 59:21 | 59:21 | 59:21 | 59:21 | 59:21 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.05% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.05% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:54 | 28:54 | 28:54 | 28:54 | 28:54 | 28:54 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.05% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:16 | 30:16 | 30:16 | 30:16 | 30:16 | 30:16 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.05% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 00:00 | 00:00 |
 | Boots of Travel | 7 | 7.37% | 14.0 | 28.57% | -21.43% | -28.57% | -28.57% | 0.00% | 48:22 | 41:23 | 42:14 | 45:51 | 47:22 | 1:02:29 | 05:08 | 03:48 |
 | Lotus Orb | 1 | 1.05% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.05% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:08 | 58:08 | 58:08 | 58:08 | 58:08 | 58:08 | 00:00 | 00:00 |
 | Dagon | 1 | 1.05% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 00:00 | 00:00 |
 | Ring of Health | 3 | 3.16% | 4.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 40:10 | 22:03 | 22:03 | 40:18 | 58:08 | 58:08 | 36:05 | 26:43 |
 | Pavise | 1 | 1.05% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 00:00 | 00:00 |