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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 | |
 | Power Treads | 19 | 67.86% | 100.0 | 73.68% | +51.46% | +6.32% | +6.32% | 0.00% | 06:44 | 04:30 | 06:04 | 06:54 | 07:04 | 09:01 | 01:00 | 00:44 |
 | Bottle | 18 | 64.29% | 98.0 | 66.67% | +26.67% | +13.33% | -16.67% | -30.00% | 01:37 | 01:14 | 01:17 | 01:32 | 01:45 | 03:06 | 00:28 | 00:20 |
 | Blink Dagger | 6 | 21.43% | 96.1 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 35:31 | 28:55 | 29:14 | 32:11 | 43:35 | 44:37 | 14:21 | 10:37 |
 | Magic Wand | 28 | 100.00% | 94.1 | 57.14% | +57.14% | -28.57% | +14.29% | 9.97% | 05:45 | -00:02 | 03:35 | 05:54 | 07:53 | 09:39 | 04:18 | 03:11 |
 | Boots of Speed | 28 | 100.00% | 92.2 | 57.14% | +57.14% | -28.57% | -28.57% | 0.00% | 03:21 | 01:31 | 02:43 | 03:16 | 03:50 | 06:13 | 01:07 | 00:49 |
 | Magic Stick | 28 | 100.00% | 90.2 | 57.14% | +57.14% | -28.57% | +28.57% | 11.20% | 03:42 | -01:29 | -01:28 | 04:09 | 06:34 | 09:39 | 08:02 | 05:57 |
 | Assault Cuirass | 8 | 28.57% | 88.2 | 75.00% | +25.00% | +25.00% | -25.00% | -8.17% | 39:07 | 25:47 | 35:12 | 36:23 | 41:19 | 55:51 | 06:07 | 04:31 |
 | Yasha | 8 | 28.57% | 86.3 | 75.00% | +25.00% | +25.00% | -25.00% | -4.77% | 20:03 | 11:13 | 12:50 | 18:51 | 23:19 | 29:27 | 10:29 | 07:45 |
 | Buckler | 8 | 28.57% | 84.3 | 75.00% | +25.00% | -25.00% | -25.00% | 0.00% | 38:05 | 25:28 | 34:31 | 35:13 | 41:03 | 53:21 | 06:32 | 04:50 |
 | Sange and Yasha | 8 | 28.57% | 82.4 | 75.00% | +25.00% | +25.00% | -25.00% | -3.68% | 26:51 | 14:34 | 17:06 | 22:56 | 30:42 | 48:28 | 13:36 | 10:04 |
 | Ring of Protection | 8 | 28.57% | 80.4 | 75.00% | +25.00% | +25.00% | -25.00% | -4.13% | 36:07 | 25:24 | 26:22 | 34:35 | 38:29 | 53:21 | 12:07 | 08:58 |
 | Black King Bar | 23 | 82.14% | 78.4 | 56.52% | -3.48% | -6.52% | -6.52% | 0.00% | 19:29 | 14:25 | 16:00 | 19:14 | 21:03 | 30:01 | 05:03 | 03:44 |
 | Hood of Defiance | 3 | 10.71% | 76.5 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 11:48 | 09:21 | 09:21 | 11:29 | 14:33 | 14:33 | 05:12 | 03:51 |
 | Wind Lace | 24 | 85.71% | 74.5 | 54.17% | -20.83% | -4.17% | -4.17% | 0.00% | 07:31 | -01:29 | 04:56 | 07:00 | 08:09 | 21:10 | 03:13 | 02:22 |
 | Ring of Health | 13 | 46.43% | 72.5 | 61.54% | +8.21% | +38.46% | +5.13% | -2.02% | 24:35 | 09:12 | 14:13 | 23:15 | 30:45 | 47:01 | 16:32 | 12:14 |
 | Sange | 16 | 57.14% | 70.6 | 56.25% | -2.08% | +43.75% | -31.25% | -5.34% | 25:05 | 13:45 | 16:48 | 21:06 | 30:51 | 48:19 | 14:03 | 10:24 |
 | Eul's Scepter of Divinity | 12 | 42.86% | 68.6 | 58.33% | +2.08% | +8.34% | -25.00% | -11.24% | 13:45 | 09:57 | 11:03 | 13:06 | 14:01 | 21:27 | 02:58 | 02:11 |
 | Void Stone | 18 | 64.29% | 66.7 | 50.00% | -20.00% | +10.00% | 0.00% | -0.97% | 16:45 | 06:24 | 11:01 | 13:18 | 21:18 | 47:01 | 10:17 | 07:37 |
 | Satanic | 2 | 7.14% | 64.7 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 26:03 | 21:56 | 21:56 | 30:09 | 30:09 | 30:09 | 08:13 | 06:05 |
 | Shiva's Guard | 7 | 25.00% | 62.7 | 57.14% | 0.00% | +42.86% | -57.14% | -16.67% | 32:19 | 25:29 | 28:14 | 30:15 | 34:14 | 42:46 | 06:00 | 04:26 |
 | Refresher Orb | 8 | 28.57% | 60.8 | 50.00% | -10.00% | 0.00% | 0.00% | 0.00% | 32:03 | 23:33 | 24:57 | 28:15 | 36:54 | 47:07 | 11:57 | 08:51 |
 | Wraith Band | 5 | 17.86% | 58.8 | 60.00% | +3.48% | +40.00% | +40.00% | 0.00% | 04:51 | 02:49 | 02:49 | 03:39 | 05:35 | 09:01 | 02:46 | 02:02 |
 | Aeon Disk | 5 | 17.86% | 56.9 | 60.00% | +3.48% | -60.00% | +40.00% | 39.22% | 31:00 | 28:54 | 28:54 | 30:15 | 31:27 | 35:24 | 02:33 | 01:53 |
 | Quelling Blade | 9 | 32.14% | 54.9 | 44.44% | -18.72% | -44.44% | +5.56% | 50.00% | -00:37 | -01:29 | -01:29 | -01:29 | -01:28 | 06:19 | 00:01 | 00:00 |
 | Heaven's Halberd | 6 | 21.43% | 52.9 | 50.00% | -9.09% | 0.00% | -50.00% | -3.49% | 26:45 | 18:16 | 19:42 | 22:58 | 34:01 | 37:03 | 14:19 | 10:36 |
 | Morbid Mask | 3 | 10.71% | 51.0 | 66.67% | +10.67% | +33.33% | 0.00% | 0.00% | 34:12 | 15:31 | 15:31 | 29:34 | 57:31 | 57:31 | 42:00 | 31:06 |
 | Linken's Sphere | 1 | 3.57% | 49.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:15 | 40:15 | 40:15 | 40:15 | 40:15 | 40:15 | 00:00 | 00:00 |
 | Skull Basher | 1 | 3.57% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:35 | 31:35 | 31:35 | 31:35 | 31:35 | 31:35 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 3.57% | 45.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 3.57% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:16 | 59:16 | 59:16 | 59:16 | 59:16 | 59:16 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.57% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:51 | 31:51 | 31:51 | 31:51 | 31:51 | 31:51 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 3.57% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:24 | 04:24 | 04:24 | 04:24 | 04:24 | 04:24 | 00:00 | 00:00 |
 | Nullifier | 1 | 3.57% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 3.57% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:28 | 24:28 | 24:28 | 24:28 | 24:28 | 24:28 | 00:00 | 00:00 |
 | Ring of Basilius | 5 | 17.86% | 33.3 | 40.00% | -20.87% | +60.00% | -40.00% | -39.74% | 03:42 | 01:56 | 01:56 | 03:41 | 04:27 | 04:57 | 02:31 | 01:51 |
 | Scythe of Vyse | 2 | 7.14% | 31.4 | 50.00% | -7.69% | -50.00% | 0.00% | 0.00% | 55:04 | 44:29 | 44:29 | 1:05:39 | 1:05:39 | 1:05:39 | 21:10 | 15:40 |
 | Aghanim's Shard | 3 | 10.71% | 29.4 | 33.33% | -26.67% | +66.67% | 0.00% | 0.00% | 37:46 | 24:30 | 24:30 | 36:10 | 52:38 | 52:38 | 28:08 | 20:50 |
 | Phase Boots | 3 | 10.71% | 27.5 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | 07:21 | 05:44 | 05:44 | 08:03 | 08:17 | 08:17 | 02:33 | 01:53 |
 | Chainmail | 4 | 14.29% | 25.5 | 25.00% | -37.50% | -25.00% | -25.00% | 0.00% | 07:48 | 05:17 | 05:17 | 06:03 | 07:38 | 12:14 | 02:21 | 01:44 |
 | Mjollnir | 1 | 3.57% | 23.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:33 | 54:33 | 54:33 | 54:33 | 54:33 | 54:33 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 3.57% | 21.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:12 | 51:12 | 51:12 | 51:12 | 51:12 | 51:12 | 00:00 | 00:00 |
 | Maelstrom | 1 | 3.57% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:40 | 52:40 | 52:40 | 52:40 | 52:40 | 52:40 | 00:00 | 00:00 |
 | Headdress | 1 | 3.57% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:12 | 11:12 | 11:12 | 11:12 | 11:12 | 11:12 | 00:00 | 00:00 |
 | Mekansm | 1 | 3.57% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:02 | 17:02 | 17:02 | 17:02 | 17:02 | 17:02 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 3.57% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:24 | 14:24 | 14:24 | 14:24 | 14:24 | 14:24 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 3.57% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:09 | 26:09 | 26:09 | 26:09 | 26:09 | 26:09 | 00:00 | 00:00 |
 | Javelin | 2 | 7.14% | 9.8 | 0.00% | -61.54% | 0.00% | 0.00% | 0.00% | 51:50 | 51:00 | 51:00 | 52:40 | 52:40 | 52:40 | 01:40 | 01:14 |
 | Kaya | 1 | 3.57% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.57% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 3.57% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:04 | 46:04 | 46:04 | 46:04 | 46:04 | 46:04 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 3.57% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:33 | 48:33 | 48:33 | 48:33 | 48:33 | 48:33 | 00:00 | 00:00 |