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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 | 25 | 17.86% | 100.0 | 84.00% | +42.26% | +16.00% | -17.33% | -3.39% | 35:36 | 24:39 | 29:28 | 34:28 | 39:18 | 55:31 | 09:50 | 07:17 |
 | Void Stone | 47 | 33.57% | 98.0 | 65.96% | +25.10% | -15.96% | +9.04% | 2.90% | 30:58 | 11:27 | 26:01 | 32:12 | 34:38 | 43:32 | 08:37 | 06:22 |
 | Sange | 88 | 62.86% | 95.9 | 57.95% | +23.33% | +23.87% | -7.95% | -3.72% | 25:06 | 12:26 | 19:59 | 23:26 | 28:32 | 54:20 | 08:33 | 06:20 |
 | Kaya and Sange | 90 | 64.29% | 93.9 | 57.78% | +23.78% | +20.48% | -12.33% | -3.63% | 25:37 | 12:52 | 20:19 | 23:42 | 29:21 | 54:20 | 09:02 | 06:41 |
 | Chainmail | 113 | 80.71% | 91.8 | 53.98% | +24.35% | +3.16% | -3.98% | -2.88% | 14:00 | 07:34 | 12:13 | 13:20 | 14:42 | 31:29 | 02:29 | 01:50 |
 | Kaya | 122 | 87.14% | 89.8 | 53.28% | +31.06% | +8.01% | -9.95% | -2.09% | 19:49 | 09:59 | 15:45 | 18:33 | 24:20 | 54:20 | 08:35 | 06:21 |
 | Witch Blade | 111 | 79.29% | 87.8 | 53.15% | +18.67% | +14.71% | -6.72% | -7.99% | 15:17 | 10:31 | 13:25 | 14:34 | 16:06 | 31:29 | 02:41 | 01:59 |
 | Magic Wand | 127 | 90.71% | 85.7 | 51.18% | +20.41% | +8.20% | +1.95% | -1.42% | 06:56 | -01:29 | 04:13 | 05:52 | 08:37 | 26:09 | 04:24 | 03:15 |
 | Magic Stick | 137 | 97.86% | 83.7 | 50.36% | +50.36% | +5.52% | +2.58% | -1.53% | 03:25 | -01:30 | 01:51 | 02:12 | 03:46 | 14:09 | 01:55 | 01:25 |
 | Power Treads | 129 | 92.14% | 81.6 | 50.39% | +14.03% | -3.51% | -6.64% | -1.16% | 08:08 | 04:39 | 06:35 | 07:47 | 09:17 | 24:10 | 02:42 | 02:00 |
 | Bottle | 139 | 99.29% | 79.6 | 49.64% | +49.64% | +10.36% | -12.50% | -22.86% | 01:26 | 00:16 | 01:08 | 01:14 | 01:21 | 08:16 | 00:13 | 00:09 |
 | Boots of Speed | 140 | 100.00% | 77.6 | 49.29% | +49.29% | +10.71% | -3.58% | -6.00% | 04:09 | -01:30 | 03:08 | 04:14 | 05:31 | 09:14 | 02:23 | 01:45 |
 | Black King Bar | 101 | 72.14% | 75.5 | 48.51% | -2.77% | +23.49% | -12.51% | -6.65% | 24:55 | 17:12 | 21:39 | 23:53 | 27:04 | 41:58 | 05:25 | 04:00 |
 | Null Talisman | 13 | 9.29% | 73.5 | 69.23% | +21.99% | -2.56% | -35.90% | -7.78% | 08:49 | 03:05 | 04:04 | 05:12 | 08:21 | 26:09 | 04:17 | 03:10 |
 | Ghost Scepter | 4 | 2.86% | 71.4 | 100.00% | +52.21% | 0.00% | 0.00% | 0.00% | 40:19 | 21:51 | 21:51 | 26:44 | 54:52 | 57:48 | 33:01 | 24:27 |
 | Ethereal Blade | 4 | 2.86% | 69.4 | 100.00% | +52.21% | 0.00% | 0.00% | 0.00% | 41:19 | 23:08 | 23:08 | 29:11 | 55:01 | 57:54 | 31:53 | 23:37 |
 | Aghanim's Scepter | 47 | 33.57% | 67.3 | 46.81% | -3.73% | +3.19% | +3.19% | 0.00% | 37:10 | 27:24 | 31:36 | 35:15 | 40:42 | 56:18 | 09:06 | 06:44 |
 | Linken's Sphere | 18 | 12.86% | 65.3 | 55.56% | +7.20% | +24.44% | -30.56% | -5.63% | 35:08 | 22:50 | 30:02 | 33:20 | 39:48 | 53:59 | 09:46 | 07:14 |
 | Fluffy Hat | 75 | 53.57% | 63.3 | 40.00% | -20.00% | +2.11% | -3.16% | -1.52% | 07:09 | 01:17 | 05:12 | 07:14 | 08:40 | 16:56 | 03:28 | 02:34 |
 | Ring of Health | 19 | 13.57% | 61.2 | 52.63% | +3.87% | +27.37% | -12.63% | -3.20% | 36:10 | 15:31 | 29:37 | 34:30 | 42:06 | 1:03:12 | 12:29 | 09:14 |
 | Aghanim's Blessing | 3 | 2.14% | 59.2 | 100.00% | +51.82% | 0.00% | 0.00% | 0.00% | 1:01:22 | 42:35 | 42:35 | 1:09:30 | 1:12:02 | 1:12:02 | 29:27 | 21:48 |
 | Falcon Blade | 74 | 52.86% | 57.1 | 39.19% | -21.42% | +13.44% | -11.41% | -7.38% | 08:10 | 04:17 | 06:16 | 08:21 | 09:38 | 14:12 | 03:22 | 02:29 |
 | Aghanim's Shard | 22 | 15.71% | 55.1 | 45.45% | -4.55% | +21.22% | -5.45% | -1.65% | 36:04 | 19:41 | 27:03 | 35:07 | 43:11 | 51:42 | 16:08 | 11:57 |
 | Bloodstone | 2 | 1.43% | 53.1 | 100.00% | +51.45% | 0.00% | 0.00% | 0.00% | 23:34 | 23:29 | 23:29 | 23:39 | 23:39 | 23:39 | 00:10 | 00:07 |
 | Shiva's Guard | 5 | 3.57% | 51.0 | 60.00% | +11.11% | +40.00% | -60.00% | 0.00% | 44:50 | 31:24 | 31:24 | 46:23 | 49:26 | 53:35 | 18:02 | 13:21 |
 | Arcane Boots | 9 | 6.43% | 49.0 | 44.44% | -5.18% | +5.56% | -44.44% | -48.39% | 06:22 | 05:29 | 05:33 | 06:21 | 06:35 | 07:47 | 01:02 | 00:45 |
 | Blink Dagger | 6 | 4.29% | 46.9 | 50.00% | +0.75% | 0.00% | -50.00% | -15.15% | 33:50 | 22:43 | 31:17 | 32:32 | 34:35 | 47:51 | 03:18 | 02:26 |
 | Cornucopia | 3 | 2.14% | 44.9 | 66.67% | +17.76% | +33.33% | 0.00% | 0.00% | 40:41 | 28:35 | 28:35 | 37:09 | 56:19 | 56:19 | 27:44 | 20:32 |
 | Revenant's Brooch | 3 | 2.14% | 42.9 | 66.67% | +17.76% | +33.33% | 0.00% | 0.00% | 45:51 | 32:28 | 32:28 | 51:40 | 53:24 | 53:24 | 20:56 | 15:30 |
 | Mask of Madness | 1 | 0.71% | 40.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 0.71% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.71% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:55 | 16:55 | 16:55 | 16:55 | 16:55 | 16:55 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.71% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.71% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 00:00 | 00:00 |
 | Buckler | 1 | 0.71% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 00:00 | 00:00 |
 | Headdress | 1 | 0.71% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.71% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.71% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.71% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.71% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.71% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 |
 | Refresher Orb | 5 | 3.57% | 16.3 | 40.00% | -9.63% | -40.00% | +60.00% | 0.00% | 52:04 | 42:40 | 42:40 | 51:26 | 59:43 | 1:03:13 | 17:03 | 12:37 |
 | Boots of Travel 2 | 2 | 1.43% | 14.3 | 50.00% | +0.72% | -50.00% | 0.00% | 0.00% | 1:08:24 | 1:04:55 | 1:04:55 | 1:11:52 | 1:11:52 | 1:11:52 | 06:57 | 05:08 |
 | Boots of Travel | 3 | 2.14% | 12.2 | 33.33% | -16.31% | -33.33% | 0.00% | 0.00% | 30:27 | 20:43 | 20:43 | 30:02 | 40:36 | 40:36 | 19:53 | 14:43 |
 | Orchid Malevolence | 7 | 5.00% | 10.2 | 14.29% | -36.84% | -14.29% | -14.29% | 0.00% | 21:50 | 12:31 | 16:59 | 20:35 | 25:02 | 34:36 | 08:03 | 05:57 |
 | Aeon Disk | 2 | 1.43% | 8.2 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 50:20 | 42:19 | 42:19 | 58:20 | 58:20 | 58:20 | 16:01 | 11:51 |
 | Hand of Midas | 1 | 0.71% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:37 | 13:37 | 13:37 | 13:37 | 13:37 | 13:37 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.71% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:51 | 47:51 | 47:51 | 47:51 | 47:51 | 47:51 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.71% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 00:00 | 00:00 |