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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 | |
 | Scythe of Vyse | 8 | 5.48% | 100.0 | 100.00% | +57.25% | 0.00% | 0.00% | 0.00% | 39:26 | 31:43 | 32:48 | 38:17 | 42:51 | 46:47 | 10:03 | 07:26 |
 | Void Stone | 15 | 10.27% | 98.4 | 73.33% | +30.58% | -48.33% | +26.67% | 2.73% | 27:15 | 07:31 | 11:30 | 27:03 | 39:00 | 46:47 | 27:30 | 20:22 |
 | Hurricane Pike | 90 | 61.64% | 96.8 | 54.44% | +22.30% | +36.86% | -4.44% | -4.51% | 27:50 | 15:43 | 22:28 | 26:41 | 31:38 | 49:18 | 09:10 | 06:47 |
 | Boots of Bearing | 17 | 11.64% | 95.2 | 70.59% | +27.95% | +4.41% | +29.41% | 1.94% | 29:02 | 18:25 | 20:35 | 29:09 | 33:27 | 42:55 | 12:52 | 09:31 |
 | Dragon Lance | 109 | 74.66% | 93.7 | 52.29% | +25.26% | +18.08% | -4.14% | -2.94% | 21:43 | 12:04 | 17:03 | 20:12 | 24:37 | 42:50 | 07:34 | 05:36 |
 | Force Staff | 106 | 72.60% | 92.1 | 51.89% | +21.89% | +25.89% | -9.58% | -4.00% | 24:47 | 12:51 | 19:56 | 24:14 | 28:48 | 42:30 | 08:52 | 06:34 |
 | Power Treads | 93 | 63.70% | 90.5 | 50.54% | +12.80% | +23.37% | -15.76% | -5.45% | 14:31 | 06:04 | 10:23 | 12:49 | 17:34 | 44:41 | 07:11 | 05:19 |
 | Fluffy Hat | 120 | 82.19% | 88.9 | 48.33% | +13.71% | +8.34% | -1.66% | -0.64% | 17:24 | -01:29 | 09:21 | 16:55 | 24:54 | 40:42 | 15:33 | 11:31 |
 | Magic Stick | 145 | 99.32% | 87.3 | 46.21% | +46.21% | +3.79% | -7.32% | -6.17% | 01:31 | -01:29 | -01:29 | 00:24 | 03:17 | 16:38 | 04:46 | 03:31 |
 | Drum of Endurance | 45 | 30.82% | 85.7 | 53.33% | +10.76% | +1.22% | +1.22% | 0.00% | 16:38 | 10:51 | 13:03 | 14:24 | 16:40 | 47:44 | 03:37 | 02:40 |
 | Boots of Speed | 145 | 99.32% | 84.1 | 45.52% | -54.48% | +12.81% | +1.70% | -4.30% | 06:54 | -01:29 | 04:59 | 06:23 | 07:34 | 36:41 | 02:35 | 01:54 |
 | Magic Wand | 139 | 95.21% | 82.5 | 45.32% | -11.82% | +17.54% | -2.46% | -4.82% | 05:59 | -01:29 | 03:36 | 05:25 | 07:45 | 20:09 | 04:09 | 03:04 |
 | Tranquil Boots | 25 | 17.12% | 81.0 | 56.00% | +12.20% | -6.00% | -6.00% | 0.00% | 23:09 | 06:57 | 18:25 | 24:54 | 27:25 | 38:33 | 09:00 | 06:40 |
 | Cornucopia | 12 | 8.22% | 79.4 | 66.67% | +22.64% | 0.00% | 0.00% | 0.00% | 26:55 | 14:25 | 16:11 | 21:03 | 35:35 | 47:01 | 19:24 | 14:22 |
 | Wind Lace | 68 | 46.58% | 77.8 | 42.65% | -6.07% | +4.41% | -1.47% | -0.97% | 13:41 | -01:29 | 08:46 | 11:31 | 14:49 | 47:44 | 06:03 | 04:28 |
 | Orchid Malevolence | 9 | 6.16% | 76.2 | 66.67% | +22.14% | +33.33% | -16.67% | -3.40% | 23:26 | 14:25 | 16:17 | 19:42 | 31:00 | 35:51 | 14:43 | 10:54 |
 | Linken's Sphere | 3 | 2.05% | 74.6 | 100.00% | +55.24% | 0.00% | 0.00% | 0.00% | 43:49 | 38:32 | 38:32 | 45:54 | 47:01 | 47:01 | 08:29 | 06:17 |
 | Witch Blade | 5 | 3.42% | 73.0 | 80.00% | +35.32% | +20.00% | -80.00% | 0.00% | 32:34 | 23:13 | 23:13 | 30:58 | 31:18 | 47:28 | 08:05 | 05:59 |
 | Buckler | 5 | 3.42% | 71.4 | 80.00% | +35.32% | +20.00% | +20.00% | 0.00% | 39:03 | 29:39 | 29:39 | 35:26 | 46:27 | 48:21 | 16:48 | 12:26 |
 | Ring of Protection | 15 | 10.27% | 69.8 | 53.33% | +8.29% | -28.33% | +21.67% | 1.77% | 16:01 | -01:29 | -01:28 | 08:55 | 29:39 | 48:21 | 31:07 | 23:02 |
 | Moon Shard | 8 | 5.48% | 68.3 | 62.50% | +17.57% | +37.50% | -12.50% | -4.97% | 42:49 | 28:19 | 35:52 | 38:57 | 45:56 | 56:13 | 10:04 | 07:27 |
 | Glimmer Cape | 14 | 9.59% | 66.7 | 50.00% | +4.55% | 0.00% | +16.67% | 1.83% | 24:14 | 16:00 | 19:02 | 22:58 | 28:10 | 36:08 | 09:08 | 06:45 |
 | Chainmail | 30 | 20.55% | 65.1 | 40.00% | -7.41% | -27.50% | +2.86% | 2.87% | 22:01 | 06:38 | 16:41 | 21:37 | 27:16 | 47:28 | 10:35 | 07:50 |
 | Blight Stone | 37 | 25.34% | 63.5 | 37.84% | -10.78% | +6.60% | -15.62% | -1.08% | 12:29 | -01:29 | -01:29 | 14:49 | 22:04 | 36:26 | 23:33 | 17:26 |
 | Null Talisman | 6 | 4.11% | 61.9 | 66.67% | +21.67% | +33.33% | +33.33% | 0.00% | 10:17 | 02:35 | 02:36 | 04:51 | 18:27 | 26:39 | 15:51 | 11:44 |
 | Aghanim's Scepter | 15 | 10.27% | 60.3 | 46.67% | +0.87% | +3.33% | -21.67% | -2.15% | 31:49 | 15:16 | 25:55 | 31:39 | 37:33 | 44:10 | 11:38 | 08:37 |
 | Mage Slayer | 4 | 2.74% | 58.7 | 75.00% | +29.93% | +25.00% | -75.00% | 0.00% | 28:51 | 23:16 | 23:16 | 23:34 | 25:03 | 43:32 | 01:47 | 01:19 |
 | Black King Bar | 7 | 4.79% | 57.1 | 57.14% | +11.82% | -7.14% | -7.14% | 0.00% | 45:27 | 33:34 | 36:30 | 42:55 | 44:35 | 1:03:30 | 08:05 | 05:59 |
 | Bloodthorn | 2 | 1.37% | 55.6 | 100.00% | +54.86% | 0.00% | 0.00% | 0.00% | 34:41 | 33:31 | 33:31 | 35:51 | 35:51 | 35:51 | 02:20 | 01:43 |
 | Vladmir's Offering | 2 | 1.37% | 54.0 | 100.00% | +54.86% | 0.00% | 0.00% | 0.00% | 41:30 | 34:38 | 34:38 | 48:22 | 48:22 | 48:22 | 13:44 | 10:10 |
 | Kaya | 2 | 1.37% | 52.4 | 100.00% | +54.86% | 0.00% | 0.00% | 0.00% | 40:34 | 33:00 | 33:00 | 48:07 | 48:07 | 48:07 | 15:07 | 11:11 |
 | Morbid Mask | 2 | 1.37% | 50.8 | 100.00% | +54.86% | 0.00% | 0.00% | 0.00% | 41:15 | 34:07 | 34:07 | 48:22 | 48:22 | 48:22 | 14:15 | 10:33 |
 | Solar Crest | 18 | 12.33% | 49.2 | 38.89% | -7.99% | -18.89% | +11.11% | 4.24% | 24:10 | 13:24 | 20:41 | 24:51 | 27:46 | 34:08 | 07:05 | 05:14 |
 | Crown | 18 | 12.33% | 47.6 | 38.89% | -7.99% | +1.11% | +11.11% | 0.79% | 20:20 | 08:35 | 12:16 | 19:45 | 24:51 | 33:41 | 12:35 | 09:19 |
 | Medallion of Courage | 23 | 15.75% | 46.0 | 34.78% | -13.19% | -18.11% | -18.11% | 0.00% | 21:54 | 07:53 | 16:41 | 22:43 | 26:44 | 36:26 | 10:03 | 07:26 |
 | Monkey King Bar | 9 | 6.16% | 44.4 | 44.44% | -1.55% | +5.56% | -44.44% | -3.82% | 42:39 | 26:34 | 36:45 | 42:59 | 49:50 | 52:09 | 13:05 | 09:41 |
 | Ring of Health | 9 | 6.16% | 42.9 | 44.44% | -1.55% | -44.44% | +55.56% | 11.13% | 21:02 | 11:33 | 14:11 | 21:28 | 23:10 | 27:31 | 08:59 | 06:39 |
 | Sange | 6 | 4.11% | 41.3 | 50.00% | +4.29% | 0.00% | -50.00% | 0.00% | 35:31 | 26:36 | 32:01 | 34:02 | 40:48 | 41:21 | 08:47 | 06:30 |
 | Javelin | 10 | 6.85% | 39.7 | 40.00% | -6.32% | -6.67% | -40.00% | -2.50% | 40:30 | 24:58 | 33:50 | 41:36 | 47:11 | 50:31 | 13:21 | 09:53 |
 | Ring of Basilius | 3 | 2.05% | 38.1 | 66.67% | +21.22% | +33.33% | 0.00% | 0.00% | 42:39 | 34:07 | 34:07 | 45:30 | 48:21 | 48:21 | 14:14 | 10:32 |
 | Assault Cuirass | 3 | 2.05% | 36.5 | 66.67% | +21.22% | +33.33% | 0.00% | 0.00% | 40:20 | 36:22 | 36:22 | 37:56 | 46:42 | 46:42 | 10:20 | 07:39 |
 | Heaven's Halberd | 3 | 2.05% | 34.9 | 66.67% | +21.22% | +33.33% | 0.00% | 0.00% | 36:01 | 30:12 | 30:12 | 37:26 | 40:25 | 40:25 | 10:13 | 07:34 |
 | Pipe of Insight | 7 | 4.79% | 33.3 | 42.86% | -3.18% | +7.14% | +7.14% | 0.00% | 25:40 | 19:39 | 21:40 | 24:18 | 27:43 | 36:44 | 06:03 | 04:28 |
 | Aghanim's Shard | 7 | 4.79% | 31.7 | 42.86% | -3.18% | -42.86% | +7.14% | 0.00% | 22:09 | 15:55 | 18:02 | 22:38 | 22:41 | 29:15 | 04:39 | 03:26 |
 | Headdress | 9 | 6.16% | 30.2 | 33.33% | -13.39% | -33.33% | +66.67% | 14.63% | 18:25 | 08:59 | 14:10 | 19:14 | 21:00 | 25:31 | 06:50 | 05:03 |
 | Yasha and Kaya | 1 | 0.68% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.68% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 0.68% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 00:00 | 00:00 |
 | Yasha | 1 | 0.68% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.68% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.68% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:02 | 25:02 | 25:02 | 25:02 | 25:02 | 25:02 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.68% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:30 | 12:30 | 12:30 | 12:30 | 12:30 | 12:30 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.68% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 00:00 | 00:00 |
 | Bottle | 1 | 0.68% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 00:00 | 00:00 |
 | Ghost Scepter | 5 | 3.42% | 14.3 | 40.00% | -6.10% | -40.00% | +60.00% | 0.00% | 35:22 | 24:48 | 24:48 | 30:27 | 47:15 | 47:32 | 22:27 | 16:37 |
 | Pavise | 5 | 3.42% | 12.7 | 40.00% | -6.10% | -40.00% | +60.00% | 0.00% | 11:42 | 09:23 | 09:23 | 10:42 | 11:35 | 16:59 | 02:12 | 01:37 |
 | Wraith Band | 9 | 6.16% | 11.1 | 22.22% | -25.23% | +27.78% | -22.22% | -3.33% | 22:38 | 02:11 | 12:26 | 26:11 | 27:27 | 32:14 | 15:01 | 11:07 |
 | Crimson Guard | 2 | 1.37% | 9.5 | 50.00% | +4.17% | -50.00% | 0.00% | 0.00% | 23:26 | 20:09 | 20:09 | 26:43 | 26:43 | 26:43 | 06:34 | 04:51 |
 | Vanguard | 2 | 1.37% | 7.9 | 50.00% | +4.17% | -50.00% | 0.00% | 0.00% | 17:27 | 14:11 | 14:11 | 20:43 | 20:43 | 20:43 | 06:32 | 04:50 |
 | Helm of Iron Will | 2 | 1.37% | 6.3 | 50.00% | +4.17% | -50.00% | 0.00% | 0.00% | 20:44 | 16:10 | 16:10 | 25:17 | 25:17 | 25:17 | 09:07 | 06:45 |
 | Bracer | 3 | 2.05% | 4.8 | 33.33% | -12.82% | +66.67% | 0.00% | 0.00% | 16:31 | 09:18 | 09:18 | 11:12 | 29:02 | 29:02 | 19:44 | 14:37 |
 | Mekansm | 2 | 1.37% | 3.2 | 0.00% | -46.53% | 0.00% | 0.00% | 0.00% | 15:38 | 14:10 | 14:10 | 17:06 | 17:06 | 17:06 | 02:56 | 02:10 |
 | Falcon Blade | 1 | 0.68% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:40 | 04:40 | 04:40 | 04:40 | 04:40 | 04:40 | 00:00 | 00:00 |