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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 | |
 | Sange and Yasha | 3 | 14.29% | 100.0 | 100.00% | +72.22% | 0.00% | 0.00% | 0.00% | 22:00 | 17:23 | 17:23 | 21:06 | 27:30 | 27:30 | 10:07 | 07:29 |
 | Yasha | 5 | 23.81% | 97.9 | 80.00% | +55.00% | +20.00% | -80.00% | -9.87% | 24:03 | 17:22 | 17:22 | 20:34 | 27:30 | 37:25 | 10:08 | 07:30 |
 | Chainmail | 21 | 100.00% | 95.8 | 38.10% | +38.10% | +1.90% | +1.90% | 0.00% | 05:06 | 02:30 | 04:28 | 04:59 | 05:51 | 07:29 | 01:23 | 01:01 |
 | Quelling Blade | 21 | 100.00% | 93.8 | 38.10% | +38.10% | +1.90% | -38.10% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 21 | 100.00% | 91.7 | 38.10% | +38.10% | +1.90% | -38.10% | -22.22% | 03:38 | 02:03 | 02:36 | 03:31 | 04:24 | 05:53 | 01:48 | 01:20 |
 | Phase Boots | 21 | 100.00% | 89.6 | 38.10% | +38.10% | +21.90% | -38.10% | -32.73% | 06:19 | 05:04 | 05:22 | 05:57 | 07:12 | 08:01 | 01:50 | 01:21 |
 | Armlet of Mordiggian | 20 | 95.24% | 87.5 | 35.00% | -65.00% | +25.00% | +5.00% | -9.92% | 11:45 | 09:09 | 10:40 | 11:50 | 12:41 | 13:44 | 02:01 | 01:29 |
 | Helm of Iron Will | 20 | 95.24% | 85.4 | 35.00% | -65.00% | +25.00% | +5.00% | -8.22% | 09:53 | 07:22 | 08:33 | 09:48 | 10:59 | 12:28 | 02:26 | 01:48 |
 | Aghanim's Shard | 12 | 57.14% | 83.3 | 41.67% | +8.34% | +25.00% | -41.67% | -5.01% | 30:30 | 16:10 | 22:42 | 29:27 | 36:01 | 42:36 | 13:19 | 09:51 |
 | Magic Stick | 12 | 57.14% | 81.3 | 41.67% | +8.34% | +25.00% | -8.34% | -30.78% | 03:43 | -01:29 | -01:29 | -01:29 | 02:34 | 19:39 | 04:03 | 03:00 |
 | Black King Bar | 9 | 42.86% | 79.2 | 44.44% | +11.11% | +5.56% | -44.44% | -22.22% | 27:28 | 21:27 | 23:43 | 25:31 | 25:58 | 48:41 | 02:15 | 01:40 |
 | Radiance | 9 | 42.86% | 77.1 | 44.44% | +11.11% | +55.56% | +5.56% | -9.97% | 18:40 | 14:07 | 15:29 | 18:49 | 20:30 | 21:53 | 05:01 | 03:42 |
 | Cornucopia | 3 | 14.29% | 75.0 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 36:43 | 32:09 | 32:09 | 38:10 | 39:50 | 39:50 | 07:41 | 05:41 |
 | Sange | 12 | 57.14% | 72.9 | 33.33% | -11.11% | +33.34% | +33.34% | 0.00% | 21:05 | 14:13 | 17:50 | 20:37 | 24:03 | 27:40 | 06:13 | 04:36 |
 | Maelstrom | 4 | 19.05% | 70.8 | 50.00% | +14.71% | +50.00% | -50.00% | 0.00% | 28:23 | 16:11 | 16:11 | 16:36 | 28:52 | 51:52 | 12:41 | 09:23 |
 | Mjollnir | 4 | 19.05% | 68.8 | 50.00% | +14.71% | -50.00% | -50.00% | 0.00% | 31:42 | 20:19 | 20:19 | 21:08 | 33:17 | 52:05 | 12:58 | 09:36 |
 | Shadow Blade | 1 | 4.76% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:03 | 46:03 | 46:03 | 46:03 | 46:03 | 46:03 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 4.76% | 64.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 4.76% | 62.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 00:00 | 00:00 |
 | Silver Edge | 1 | 4.76% | 60.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:03 | 46:03 | 46:03 | 46:03 | 46:03 | 46:03 | 00:00 | 00:00 |
 | Moon Shard | 1 | 4.76% | 58.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:58 | 54:58 | 54:58 | 54:58 | 54:58 | 54:58 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 4.76% | 56.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 00:00 | 00:00 |
 | Satanic | 1 | 4.76% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 4.76% | 52.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 00:00 | 00:00 |
 | Crystalys | 1 | 4.76% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:03 | 46:03 | 46:03 | 46:03 | 46:03 | 46:03 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 4.76% | 47.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:05 | 16:05 | 16:05 | 16:05 | 16:05 | 16:05 | 00:00 | 00:00 |
 | Javelin | 6 | 28.57% | 45.8 | 33.33% | -6.67% | +16.67% | -33.33% | -1.98% | 30:57 | 12:33 | 16:15 | 27:15 | 41:28 | 51:52 | 25:13 | 18:40 |
 | Nullifier | 6 | 28.57% | 43.8 | 33.33% | -6.67% | +16.67% | +66.67% | 6.06% | 30:32 | 21:45 | 26:19 | 27:30 | 34:34 | 40:55 | 08:15 | 06:06 |
 | Magic Wand | 8 | 38.10% | 41.7 | 25.00% | -21.15% | -25.00% | -25.00% | 0.00% | 08:00 | 00:57 | 01:52 | 02:49 | 13:24 | 19:40 | 11:32 | 08:32 |
 | Ring of Protection | 8 | 38.10% | 39.6 | 25.00% | -21.15% | +25.00% | +25.00% | 0.00% | 29:05 | -01:29 | 28:27 | 30:00 | 31:31 | 49:35 | 03:04 | 02:16 |
 | Assault Cuirass | 8 | 38.10% | 37.5 | 25.00% | -21.15% | -25.00% | +25.00% | 21.58% | 33:51 | 25:44 | 30:53 | 31:14 | 33:12 | 49:49 | 02:19 | 01:42 |
 | Buckler | 8 | 38.10% | 35.4 | 25.00% | -21.15% | +25.00% | +25.00% | 0.00% | 32:15 | 23:49 | 28:28 | 30:01 | 31:31 | 49:35 | 03:03 | 02:15 |
 | Manta Style | 2 | 9.52% | 33.3 | 50.00% | +13.16% | +50.00% | 0.00% | 0.00% | 28:47 | 19:49 | 19:49 | 37:45 | 37:45 | 37:45 | 17:56 | 13:17 |
 | Linken's Sphere | 2 | 9.52% | 31.3 | 50.00% | +13.16% | +50.00% | 0.00% | 0.00% | 35:49 | 33:25 | 33:25 | 38:13 | 38:13 | 38:13 | 04:48 | 03:33 |
 | Aghanim's Scepter | 3 | 14.29% | 29.2 | 33.33% | -5.56% | +66.67% | 0.00% | 0.00% | 41:03 | 30:55 | 30:55 | 45:40 | 46:35 | 46:35 | 15:40 | 11:36 |
 | Blight Stone | 5 | 23.81% | 27.1 | 20.00% | -23.75% | -20.00% | -20.00% | 0.00% | 13:44 | 05:56 | 05:56 | 14:45 | 16:25 | 18:17 | 10:29 | 07:45 |
 | Desolator | 5 | 23.81% | 25.0 | 20.00% | -23.75% | -20.00% | -20.00% | 0.00% | 18:11 | 16:26 | 16:26 | 18:24 | 19:07 | 19:29 | 02:41 | 01:59 |
 | Bracer | 5 | 23.81% | 22.9 | 20.00% | -23.75% | -20.00% | -20.00% | 0.00% | 02:16 | 01:54 | 01:54 | 02:13 | 02:30 | 02:39 | 00:36 | 00:26 |
 | Skull Basher | 5 | 23.81% | 20.8 | 20.00% | -23.75% | -20.00% | -20.00% | 0.00% | 29:54 | 25:15 | 25:15 | 30:17 | 30:59 | 34:59 | 05:44 | 04:14 |
 | Heaven's Halberd | 8 | 38.10% | 18.8 | 12.50% | -41.35% | -12.50% | +37.50% | 8.11% | 25:36 | 17:44 | 21:10 | 24:53 | 27:20 | 34:36 | 06:10 | 04:34 |
 | Vanguard | 2 | 9.52% | 16.7 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 39:44 | 34:05 | 34:05 | 45:23 | 45:23 | 45:23 | 11:18 | 08:22 |
 | Orb of Venom | 1 | 4.76% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:45 | 05:45 | 05:45 | 05:45 | 05:45 | 05:45 | 00:00 | 00:00 |
 | Abyssal Blade | 2 | 9.52% | 12.5 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 39:46 | 34:05 | 34:05 | 45:27 | 45:27 | 45:27 | 11:22 | 08:25 |
 | Monkey King Bar | 2 | 9.52% | 10.4 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 39:38 | 36:49 | 36:49 | 42:27 | 42:27 | 42:27 | 05:38 | 04:10 |
 | Ring of Health | 2 | 9.52% | 8.3 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 39:44 | 34:05 | 34:05 | 45:23 | 45:23 | 45:23 | 11:18 | 08:22 |
 | Aghanim's Blessing | 1 | 4.76% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 4.76% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:56 | 06:56 | 06:56 | 06:56 | 06:56 | 06:56 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 4.76% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:56 | 06:56 | 06:56 | 06:56 | 06:56 | 06:56 | 00:00 | 00:00 |