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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 | |
 | Ring of Basilius | 6 | 17.65% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 12:21 | 09:36 | 09:52 | 12:11 | 14:12 | 15:23 | 04:20 | 03:12 |
 | Veil of Discord | 5 | 14.71% | 97.7 | 100.00% | +48.28% | 0.00% | 0.00% | 0.00% | 18:03 | 16:39 | 16:39 | 18:12 | 18:40 | 18:40 | 02:01 | 01:29 |
 | Crown | 5 | 14.71% | 95.5 | 100.00% | +48.28% | 0.00% | 0.00% | 0.00% | 15:34 | 14:24 | 14:24 | 15:26 | 16:06 | 16:33 | 01:42 | 01:15 |
 | Glimmer Cape | 7 | 20.59% | 93.2 | 85.71% | +33.86% | -35.71% | +14.29% | 14.15% | 26:38 | 20:22 | 22:55 | 26:12 | 26:27 | 36:52 | 03:32 | 02:37 |
 | Wind Lace | 23 | 67.65% | 90.9 | 65.22% | +19.77% | -15.22% | -15.22% | 0.00% | 13:54 | -00:11 | 08:50 | 11:59 | 18:15 | 34:51 | 09:25 | 06:58 |
 | Boots of Speed | 34 | 100.00% | 88.6 | 58.82% | +58.82% | +7.85% | -8.82% | -3.38% | 07:48 | 00:57 | 05:11 | 08:06 | 10:07 | 15:47 | 04:56 | 03:39 |
 | Void Stone | 11 | 32.35% | 86.4 | 72.73% | +20.56% | -6.06% | -6.06% | 0.00% | 21:14 | 08:36 | 15:02 | 18:36 | 21:50 | 47:56 | 06:48 | 05:02 |
 | Tranquil Boots | 13 | 38.24% | 84.1 | 69.23% | +16.85% | -2.56% | +30.77% | 3.95% | 16:58 | 08:26 | 12:17 | 14:45 | 20:43 | 28:45 | 08:26 | 06:14 |
 | Magic Wand | 17 | 50.00% | 81.8 | 64.71% | +11.77% | +10.29% | -14.71% | -2.70% | 09:34 | -01:29 | 04:33 | 08:36 | 13:49 | 21:29 | 09:16 | 06:51 |
 | Magic Stick | 29 | 85.29% | 79.5 | 55.17% | -24.83% | +44.83% | -26.60% | -18.32% | 02:53 | -01:29 | -01:29 | 03:28 | 05:23 | 10:30 | 06:52 | 05:05 |
 | Drum of Endurance | 3 | 8.82% | 77.3 | 100.00% | +45.16% | 0.00% | 0.00% | 0.00% | 21:59 | 20:13 | 20:13 | 21:49 | 23:54 | 23:54 | 03:41 | 02:43 |
 | Witch Blade | 3 | 8.82% | 75.0 | 100.00% | +45.16% | 0.00% | 0.00% | 0.00% | 09:53 | 09:27 | 09:27 | 09:48 | 10:23 | 10:23 | 00:56 | 00:41 |
 | Aghanim's Shard | 15 | 44.12% | 72.7 | 60.00% | +2.11% | +15.00% | +15.00% | 0.00% | 25:52 | 15:00 | 20:45 | 25:30 | 29:22 | 41:55 | 08:37 | 06:22 |
 | Eul's Scepter of Divinity | 5 | 14.71% | 70.5 | 80.00% | +24.83% | -80.00% | +20.00% | 20.55% | 19:19 | 13:44 | 13:44 | 15:13 | 18:36 | 34:09 | 04:52 | 03:36 |
 | Aghanim's Scepter | 7 | 20.59% | 68.2 | 71.43% | +15.87% | +28.57% | +28.57% | 0.00% | 34:29 | 16:28 | 23:27 | 34:02 | 34:45 | 56:16 | 11:18 | 08:22 |
 | Arcane Boots | 11 | 32.35% | 65.9 | 54.55% | -6.32% | -21.22% | +45.45% | 14.55% | 15:43 | 06:36 | 13:02 | 15:30 | 17:37 | 26:23 | 04:35 | 03:23 |
 | Null Talisman | 6 | 17.65% | 63.6 | 66.67% | +9.53% | -16.67% | -66.67% | -37.50% | 02:43 | 01:51 | 01:57 | 02:15 | 03:17 | 04:33 | 01:20 | 00:59 |
 | Chainmail | 4 | 11.76% | 61.4 | 75.00% | +18.33% | +25.00% | -75.00% | -100.00% | 09:25 | 08:45 | 08:45 | 08:52 | 09:36 | 10:28 | 00:51 | 00:37 |
 | Ring of Health | 2 | 5.88% | 59.1 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 33:38 | 29:49 | 29:49 | 37:27 | 37:27 | 37:27 | 07:38 | 05:39 |
 | Black King Bar | 2 | 5.88% | 56.8 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 32:56 | 29:40 | 29:40 | 36:11 | 36:11 | 36:11 | 06:31 | 04:49 |
 | Fluffy Hat | 14 | 41.18% | 54.5 | 42.86% | -27.14% | -17.86% | +23.81% | 4.11% | 15:18 | 05:11 | 10:12 | 12:14 | 20:20 | 30:06 | 10:08 | 07:30 |
 | Force Staff | 11 | 32.35% | 52.3 | 45.45% | -19.77% | -12.12% | -12.12% | 0.00% | 26:53 | 18:53 | 23:10 | 25:24 | 31:16 | 33:01 | 08:06 | 06:00 |
 | Ghost Scepter | 9 | 26.47% | 50.0 | 44.44% | -19.56% | +5.56% | +5.56% | 0.00% | 25:53 | 16:22 | 19:15 | 23:38 | 29:04 | 42:10 | 09:49 | 07:16 |
 | Blink Dagger | 3 | 8.82% | 47.7 | 66.67% | +8.61% | +33.33% | 0.00% | 0.00% | 40:49 | 30:00 | 30:00 | 44:13 | 48:13 | 48:13 | 18:13 | 13:29 |
 | Aether Lens | 4 | 11.76% | 45.5 | 50.00% | -10.00% | +50.00% | -50.00% | -96.77% | 28:29 | 21:21 | 21:21 | 22:00 | 22:23 | 48:10 | 01:02 | 00:45 |
 | Aeon Disk | 1 | 2.94% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:44 | 54:44 | 54:44 | 54:44 | 54:44 | 54:44 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.94% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 |
 | Kaya | 1 | 2.94% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:36 | 18:36 | 18:36 | 18:36 | 18:36 | 18:36 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.94% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.94% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 2.94% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:56 | 25:56 | 25:56 | 25:56 | 25:56 | 25:56 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 2.94% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 00:00 | 00:00 |
 | Sange | 1 | 2.94% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:15 | 32:15 | 32:15 | 32:15 | 32:15 | 32:15 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.94% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.94% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.94% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:36 | 46:36 | 46:36 | 46:36 | 46:36 | 46:36 | 00:00 | 00:00 |
 | Ring of Protection | 5 | 14.71% | 18.2 | 40.00% | -22.07% | -40.00% | -40.00% | 0.00% | 04:49 | -01:29 | -01:29 | 05:01 | 07:41 | 14:20 | 09:10 | 06:47 |
 | Spirit Vessel | 2 | 5.88% | 15.9 | 50.00% | -9.38% | -50.00% | 0.00% | 0.00% | 15:17 | 14:41 | 14:41 | 15:52 | 15:52 | 15:52 | 01:11 | 00:52 |
 | Urn of Shadows | 3 | 8.82% | 13.6 | 33.33% | -27.96% | -33.33% | 0.00% | 0.00% | 10:03 | 06:18 | 06:18 | 08:31 | 15:21 | 15:21 | 09:03 | 06:42 |
 | Guardian Greaves | 1 | 2.94% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 |
 | Headdress | 1 | 2.94% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:40 | 08:40 | 08:40 | 08:40 | 08:40 | 08:40 | 00:00 | 00:00 |
 | Buckler | 1 | 2.94% | 6.8 | 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 |
 | Mekansm | 1 | 2.94% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.94% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |