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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 | |
 | Swift Blink | 8 | 38.10% | 100.0 | 75.00% | +59.62% | +25.00% | -25.00% | -30.61% | 36:40 | 33:00 | 34:06 | 35:30 | 35:44 | 47:47 | 01:38 | 01:12 |
 | Brigand's Blade | 3 | 14.29% | 98.3 | 100.00% | +72.22% | 0.00% | 0.00% | 0.00% | 20:20 | 19:00 | 19:00 | 20:00 | 22:00 | 22:00 | 03:00 | 02:13 |
 | Quicksilver Amulet | 5 | 23.81% | 96.6 | 80.00% | +55.00% | +20.00% | -80.00% | -100.00% | 19:00 | 18:00 | 18:00 | 19:00 | 19:00 | 20:00 | 01:00 | 00:44 |
 | Elven Tunic | 8 | 38.10% | 94.9 | 62.50% | +39.42% | +37.50% | -12.50% | -25.00% | 30:30 | 28:00 | 28:00 | 29:00 | 30:00 | 39:00 | 02:00 | 01:28 |
 | Satanic | 13 | 61.90% | 93.2 | 53.85% | +41.35% | +46.15% | -53.85% | -16.13% | 33:16 | 24:40 | 28:21 | 31:00 | 34:33 | 50:50 | 06:12 | 04:35 |
 | Silver Edge | 9 | 42.86% | 91.5 | 55.56% | +30.56% | +44.44% | -55.56% | -16.13% | 29:36 | 23:46 | 25:44 | 28:52 | 31:56 | 35:30 | 06:12 | 04:35 |
 | Void Stone | 2 | 9.52% | 89.8 | 100.00% | +68.42% | 0.00% | 0.00% | 0.00% | 43:22 | 37:46 | 37:46 | 48:58 | 48:58 | 48:58 | 11:12 | 08:17 |
 | Spider Legs | 2 | 9.52% | 88.1 | 100.00% | +68.42% | 0.00% | 0.00% | 0.00% | 29:00 | 28:00 | 28:00 | 30:00 | 30:00 | 30:00 | 02:00 | 01:28 |
 | Refresher Orb | 2 | 9.52% | 86.4 | 100.00% | +68.42% | 0.00% | 0.00% | 0.00% | 43:25 | 37:46 | 37:46 | 49:03 | 49:03 | 49:03 | 11:17 | 08:21 |
 | Orchid Malevolence | 2 | 9.52% | 84.7 | 100.00% | +68.42% | 0.00% | 0.00% | 0.00% | 29:58 | 27:56 | 27:56 | 32:00 | 32:00 | 32:00 | 04:04 | 03:00 |
 | Ring of Health | 2 | 9.52% | 83.1 | 100.00% | +68.42% | 0.00% | 0.00% | 0.00% | 43:22 | 37:45 | 37:45 | 48:58 | 48:58 | 48:58 | 11:13 | 08:18 |
 | Blink Dagger | 16 | 76.19% | 81.4 | 43.75% | +23.75% | +31.25% | -43.75% | -11.54% | 20:38 | 11:26 | 15:35 | 19:44 | 22:05 | 30:45 | 06:30 | 04:48 |
 | Titan Sliver | 7 | 33.33% | 79.7 | 57.14% | +28.57% | +42.86% | -7.14% | -25.00% | 30:00 | 28:00 | 29:00 | 30:00 | 31:00 | 32:00 | 02:00 | 01:28 |
 | Shadow Blade | 10 | 47.62% | 78.0 | 50.00% | +22.73% | +16.67% | -50.00% | -10.93% | 29:07 | 23:16 | 25:44 | 26:48 | 31:50 | 35:25 | 06:06 | 04:31 |
 | Crystalys | 10 | 47.62% | 76.3 | 50.00% | +22.73% | +50.00% | -50.00% | -39.22% | 24:33 | 20:52 | 23:27 | 24:15 | 26:00 | 28:22 | 02:33 | 01:53 |
 | Quelling Blade | 21 | 100.00% | 74.6 | 38.10% | +38.10% | +1.90% | -18.10% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Boots of Speed | 21 | 100.00% | 72.9 | 38.10% | +38.10% | -18.10% | +1.90% | 12.12% | 03:40 | 01:38 | 02:44 | 03:48 | 04:23 | 05:36 | 01:39 | 01:13 |
 | Power Treads | 21 | 100.00% | 71.2 | 38.10% | +38.10% | +21.90% | -38.10% | -50.00% | 05:30 | 03:45 | 04:48 | 05:24 | 06:00 | 07:53 | 01:12 | 00:53 |
 | Echo Sabre | 21 | 100.00% | 69.5 | 38.10% | +38.10% | -18.10% | +1.90% | 9.84% | 12:45 | 09:34 | 11:26 | 12:48 | 13:28 | 15:31 | 02:02 | 01:30 |
 | Magic Wand | 14 | 66.67% | 67.8 | 42.86% | +14.29% | +7.14% | +23.81% | 3.47% | 06:45 | 00:47 | 04:27 | 06:31 | 09:15 | 11:37 | 04:48 | 03:33 |
 | Magic Stick | 18 | 85.71% | 66.1 | 38.89% | +5.56% | +21.11% | -13.89% | 0.00% | -00:50 | -01:29 | -01:29 | -01:29 | -01:29 | 05:50 | 00:00 | 00:00 |
 | Morbid Mask | 18 | 85.71% | 64.4 | 38.89% | +5.56% | +1.11% | -13.89% | -10.59% | 10:42 | 06:05 | 06:41 | 07:19 | 08:06 | 34:11 | 01:25 | 01:02 |
 | Black King Bar | 19 | 90.48% | 62.7 | 36.84% | -13.16% | -16.84% | -16.84% | 0.00% | 20:05 | 16:15 | 17:29 | 19:20 | 20:52 | 31:25 | 03:23 | 02:30 |
 | Mask of Madness | 15 | 71.43% | 61.0 | 40.00% | +6.67% | +10.00% | -15.00% | -14.15% | 09:27 | 07:34 | 08:29 | 09:32 | 10:15 | 10:47 | 01:46 | 01:18 |
 | Possessed Mask | 9 | 42.86% | 59.3 | 44.44% | +11.11% | +5.56% | +55.56% | 50.00% | 08:47 | 08:00 | 08:00 | 08:00 | 09:00 | 11:00 | 01:00 | 00:44 |
 | Broom Handle | 6 | 28.57% | 57.6 | 50.00% | +16.67% | 0.00% | -50.00% | -50.00% | 09:10 | 08:00 | 09:00 | 09:00 | 10:00 | 10:00 | 01:00 | 00:44 |
 | Pupil's Gift | 3 | 14.29% | 55.9 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 19:40 | 18:00 | 18:00 | 18:00 | 23:00 | 23:00 | 05:00 | 03:42 |
 | Assault Cuirass | 4 | 19.05% | 54.2 | 50.00% | +14.71% | +50.00% | -50.00% | -48.00% | 26:06 | 24:44 | 24:44 | 25:03 | 26:49 | 27:48 | 02:05 | 01:32 |
 | Heaven's Halberd | 4 | 19.05% | 52.5 | 50.00% | +14.71% | +50.00% | -50.00% | -31.91% | 16:41 | 13:46 | 13:46 | 16:46 | 16:54 | 19:16 | 03:08 | 02:19 |
 | Bloodthorn | 1 | 4.76% | 50.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:32 | 30:32 | 30:32 | 30:32 | 30:32 | 30:32 | 00:00 | 00:00 |
 | Trickster Cloak | 1 | 4.76% | 49.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Moon Shard | 1 | 4.76% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:16 | 57:16 | 57:16 | 57:16 | 57:16 | 57:16 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 4.76% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:07 | 35:07 | 35:07 | 35:07 | 35:07 | 35:07 | 00:00 | 00:00 |
 | Nullifier | 1 | 4.76% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:19 | 39:19 | 39:19 | 39:19 | 39:19 | 39:19 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 4.76% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 4.76% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:29 | 54:29 | 54:29 | 54:29 | 54:29 | 54:29 | 00:00 | 00:00 |
 | Buckler | 5 | 23.81% | 39.0 | 40.00% | +2.50% | +60.00% | -40.00% | -12.88% | 26:19 | 20:02 | 20:02 | 23:05 | 27:48 | 39:35 | 07:46 | 05:45 |
 | Ring of Protection | 5 | 23.81% | 37.3 | 40.00% | +2.50% | +60.00% | -40.00% | -11.86% | 24:16 | 14:44 | 14:44 | 22:54 | 23:10 | 39:35 | 08:26 | 06:14 |
 | Vambrace | 7 | 33.33% | 35.6 | 28.57% | -14.29% | -28.57% | +21.43% | 25.00% | 19:09 | 18:00 | 18:00 | 19:00 | 20:00 | 21:00 | 02:00 | 01:28 |
 | Chipped Vest | 7 | 33.33% | 33.9 | 28.57% | -14.29% | -28.57% | -28.57% | 0.00% | 09:09 | 08:00 | 08:00 | 09:00 | 09:00 | 11:00 | 01:00 | 00:44 |
 | Sange | 7 | 33.33% | 32.2 | 28.57% | -14.29% | +21.43% | -28.57% | -20.27% | 14:55 | 12:37 | 13:24 | 15:28 | 15:52 | 16:46 | 02:28 | 01:49 |
 | Ocean Heart | 2 | 9.52% | 30.5 | 50.00% | +13.16% | -50.00% | 0.00% | 0.00% | 09:00 | 08:00 | 08:00 | 10:00 | 10:00 | 10:00 | 02:00 | 01:28 |
 | Aghanim's Scepter | 2 | 9.52% | 28.8 | 50.00% | +13.16% | +50.00% | 0.00% | 0.00% | 33:28 | 30:03 | 30:03 | 36:53 | 36:53 | 36:53 | 06:50 | 05:03 |
 | Penta-Edged Sword | 3 | 14.29% | 27.1 | 33.33% | -5.56% | -33.33% | 0.00% | 0.00% | 39:40 | 38:00 | 38:00 | 40:00 | 41:00 | 41:00 | 03:00 | 02:13 |
 | Trusty Shovel | 3 | 14.29% | 25.4 | 33.33% | -5.56% | -33.33% | 0.00% | 0.00% | 08:40 | 08:00 | 08:00 | 08:00 | 10:00 | 10:00 | 02:00 | 01:28 |
 | Aghanim's Shard | 3 | 14.29% | 23.7 | 33.33% | -5.56% | +66.67% | 0.00% | 0.00% | 41:22 | 31:23 | 31:23 | 41:40 | 51:02 | 51:02 | 19:39 | 14:33 |
 | The Leveller | 4 | 19.05% | 22.0 | 25.00% | -16.18% | -25.00% | -25.00% | 0.00% | 39:45 | 39:00 | 39:00 | 39:00 | 40:00 | 41:00 | 01:00 | 00:44 |
 | Paladin Sword | 5 | 23.81% | 20.3 | 20.00% | -23.75% | -20.00% | -20.00% | 0.00% | 29:00 | 28:00 | 28:00 | 28:00 | 29:00 | 32:00 | 01:00 | 00:44 |
 | Fae Grenade | 3 | 14.29% | 18.6 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 19:20 | 18:00 | 18:00 | 18:00 | 22:00 | 22:00 | 04:00 | 02:57 |
 | Overwhelming Blink | 1 | 4.76% | 16.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 00:00 | 00:00 |
 | Ring of Aquila | 3 | 14.29% | 15.3 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 21:00 | 18:00 | 18:00 | 20:00 | 25:00 | 25:00 | 07:00 | 05:11 |
 | Ninja Gear | 1 | 4.76% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Arcane Ring | 1 | 4.76% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |
 | Mind Breaker | 1 | 4.76% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 00:00 | 00:00 |
 | Yasha | 2 | 9.52% | 8.5 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 21:50 | 21:14 | 21:14 | 22:25 | 22:25 | 22:25 | 01:11 | 00:52 |
 | Sange and Yasha | 2 | 9.52% | 6.8 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 21:50 | 21:14 | 21:14 | 22:25 | 22:25 | 22:25 | 01:11 | 00:52 |
 | Monkey King Bar | 2 | 9.52% | 5.1 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 38:44 | 35:23 | 35:23 | 42:05 | 42:05 | 42:05 | 06:42 | 04:57 |
 | Javelin | 2 | 9.52% | 3.4 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 38:03 | 34:52 | 34:52 | 41:14 | 41:14 | 41:14 | 06:22 | 04:42 |
 | Pig Pole | 1 | 4.76% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |