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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 | 31 | 20.95% | 100.0 | 80.65% | +32.79% | +19.35% | -18.15% | -6.62% | 33:05 | 23:27 | 28:45 | 33:14 | 34:25 | 55:31 | 05:40 | 04:11 |
 | Cornucopia | 19 | 12.84% | 98.0 | 84.21% | +33.82% | -4.21% | -4.21% | 0.00% | 28:42 | 14:14 | 21:53 | 23:53 | 32:58 | 53:37 | 11:05 | 08:12 |
 | Void Stone | 42 | 28.38% | 96.0 | 71.43% | +23.32% | +1.30% | -11.43% | -1.79% | 30:37 | 11:27 | 27:21 | 30:18 | 34:27 | 43:32 | 07:06 | 05:15 |
 | Kaya and Sange | 100 | 67.57% | 94.0 | 63.00% | +25.50% | +9.00% | -7.00% | -1.91% | 24:14 | 12:52 | 19:17 | 22:01 | 27:39 | 54:20 | 08:22 | 06:11 |
 | Sange | 100 | 67.57% | 92.0 | 63.00% | +25.50% | +13.00% | -7.00% | -2.34% | 23:47 | 12:26 | 18:49 | 21:51 | 27:21 | 54:20 | 08:32 | 06:19 |
 | Kaya | 127 | 85.81% | 90.0 | 60.63% | +41.58% | +5.00% | -4.38% | -1.11% | 19:48 | 09:59 | 15:22 | 18:12 | 23:51 | 54:20 | 08:29 | 06:17 |
 | Linken's Sphere | 24 | 16.22% | 88.0 | 70.83% | +19.22% | +12.50% | -20.83% | -2.84% | 31:35 | 18:58 | 25:05 | 29:57 | 36:49 | 53:59 | 11:44 | 08:41 |
 | Chainmail | 126 | 85.14% | 86.0 | 57.14% | +16.23% | +2.24% | -11.98% | -5.05% | 14:18 | 08:47 | 12:13 | 13:20 | 15:02 | 32:25 | 02:49 | 02:05 |
 | Witch Blade | 124 | 83.78% | 84.0 | 56.45% | +10.62% | +20.97% | -11.29% | -9.83% | 15:32 | 10:52 | 13:22 | 14:51 | 16:39 | 32:37 | 03:17 | 02:25 |
 | Power Treads | 136 | 91.89% | 82.0 | 55.88% | +14.21% | 0.00% | -14.70% | -5.92% | 08:32 | 05:01 | 07:07 | 08:11 | 09:36 | 24:10 | 02:29 | 01:50 |
 | Magic Wand | 142 | 95.95% | 80.0 | 55.63% | +22.30% | -0.07% | +1.51% | 0.31% | 07:26 | -01:29 | 04:32 | 06:13 | 09:33 | 26:09 | 05:01 | 03:42 |
 | Magic Stick | 146 | 98.65% | 78.0 | 55.48% | +55.48% | +9.38% | +8.41% | -0.45% | 03:49 | -01:29 | 02:01 | 02:14 | 04:11 | 15:27 | 02:10 | 01:36 |
 | Boots of Speed | 148 | 100.00% | 76.0 | 54.73% | +54.73% | +7.43% | -8.78% | -5.97% | 04:47 | -01:30 | 03:36 | 05:03 | 06:19 | 09:34 | 02:43 | 02:00 |
 | Bottle | 148 | 100.00% | 74.0 | 54.73% | +54.73% | +15.54% | -6.08% | -21.62% | 01:22 | 00:01 | 01:07 | 01:13 | 01:21 | 08:16 | 00:14 | 00:10 |
 | Bloodstone | 8 | 5.41% | 72.0 | 87.50% | +34.64% | +12.50% | -37.50% | -3.98% | 33:40 | 23:29 | 23:39 | 33:18 | 36:13 | 50:14 | 12:34 | 09:18 |
 | Falcon Blade | 96 | 64.86% | 70.0 | 55.21% | +1.36% | +19.79% | -9.38% | -8.71% | 06:52 | 00:27 | 05:07 | 06:21 | 08:28 | 12:11 | 03:21 | 02:28 |
 | Fluffy Hat | 96 | 64.86% | 68.0 | 55.21% | +1.36% | +7.29% | -1.04% | -2.78% | 05:43 | -00:10 | 04:06 | 05:12 | 07:06 | 11:15 | 03:00 | 02:13 |
 | Black King Bar | 96 | 64.86% | 66.0 | 51.04% | -10.50% | +19.79% | +3.13% | -2.63% | 25:30 | 16:54 | 21:36 | 24:15 | 27:56 | 42:41 | 06:20 | 04:41 |
 | Aghanim's Scepter | 51 | 34.46% | 64.0 | 54.90% | +0.26% | -1.05% | +6.64% | 1.32% | 36:55 | 27:24 | 32:20 | 35:49 | 38:10 | 56:18 | 05:50 | 04:19 |
 | Ethereal Blade | 4 | 2.70% | 62.0 | 100.00% | +46.53% | 0.00% | 0.00% | 0.00% | 41:19 | 23:08 | 23:08 | 29:11 | 55:01 | 57:54 | 31:53 | 23:37 |
 | Ghost Scepter | 4 | 2.70% | 60.0 | 100.00% | +46.53% | 0.00% | 0.00% | 0.00% | 40:19 | 21:51 | 21:51 | 26:44 | 54:52 | 57:48 | 33:01 | 24:27 |
 | Shiva's Guard | 11 | 7.43% | 58.0 | 63.64% | +9.63% | +3.03% | +3.03% | 0.00% | 39:26 | 28:16 | 36:12 | 37:35 | 39:18 | 53:35 | 03:06 | 02:17 |
 | Aghanim's Shard | 24 | 16.22% | 56.0 | 50.00% | -5.65% | +16.67% | +16.67% | 0.00% | 36:45 | 17:00 | 24:41 | 38:57 | 45:49 | 51:42 | 21:08 | 15:39 |
 | Aghanim's Blessing | 3 | 2.03% | 54.0 | 100.00% | +46.21% | 0.00% | 0.00% | 0.00% | 60:45 | 50:08 | 50:08 | 1:02:38 | 1:09:30 | 1:09:30 | 19:22 | 14:20 |
 | Null Talisman | 12 | 8.11% | 52.0 | 58.33% | +3.92% | +8.34% | -25.00% | -11.18% | 08:33 | 03:39 | 04:04 | 05:11 | 07:03 | 26:09 | 02:59 | 02:12 |
 | Refresher Orb | 8 | 5.41% | 50.0 | 62.50% | +8.21% | -62.50% | +37.50% | 9.48% | 50:43 | 42:40 | 43:20 | 46:26 | 53:53 | 1:03:13 | 10:33 | 07:48 |
 | Boots of Travel | 6 | 4.05% | 48.0 | 66.67% | +12.44% | +33.33% | +33.33% | 0.00% | 36:56 | 22:44 | 28:46 | 30:02 | 46:57 | 52:29 | 18:11 | 13:28 |
 | Revenant's Brooch | 4 | 2.70% | 46.0 | 75.00% | +20.83% | +25.00% | +25.00% | 0.00% | 41:20 | 32:28 | 32:28 | 39:08 | 42:03 | 51:40 | 09:35 | 07:05 |
 | Ring of Health | 13 | 8.78% | 44.0 | 46.15% | -9.41% | +20.52% | +20.52% | 0.00% | 37:11 | 15:31 | 29:07 | 36:09 | 43:20 | 1:03:12 | 14:13 | 10:31 |
 | Orchid Malevolence | 6 | 4.05% | 42.0 | 50.00% | -4.93% | 0.00% | +50.00% | 0.00% | 20:49 | 12:31 | 14:23 | 16:59 | 25:30 | 32:15 | 11:07 | 08:14 |
 | Blink Dagger | 6 | 4.05% | 40.0 | 50.00% | -4.93% | 0.00% | -50.00% | 0.00% | 33:57 | 22:43 | 31:17 | 32:32 | 35:14 | 47:51 | 03:57 | 02:55 |
 | Javelin | 3 | 2.03% | 38.0 | 66.67% | +12.19% | -66.67% | 0.00% | 0.00% | 47:00 | 42:38 | 42:38 | 45:54 | 52:29 | 52:29 | 09:51 | 07:17 |
 | Arcane Boots | 11 | 7.43% | 36.0 | 36.36% | -19.84% | +30.31% | -36.36% | -66.67% | 06:37 | 05:29 | 06:08 | 06:29 | 06:46 | 08:17 | 00:38 | 00:28 |
 | Mask of Madness | 1 | 0.68% | 34.0 | 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 |
 | Desolator | 1 | 0.68% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 00:00 | 00:00 |
 | Headdress | 1 | 0.68% | 30.0 | 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 |
 | Buckler | 1 | 0.68% | 28.0 | 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 |
 | Yasha and Kaya | 1 | 0.68% | 26.0 | 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 |
 | Mekansm | 1 | 0.68% | 24.0 | 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 |
 | Ring of Protection | 1 | 0.68% | 22.0 | 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 |
 | Guardian Greaves | 1 | 0.68% | 20.0 | 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 | 0.68% | 18.0 | 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 |
 | Soul Ring | 1 | 0.68% | 16.0 | 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 |
 | Boots of Travel 2 | 1 | 0.68% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:52 | 1:11:52 | 1:11:52 | 1:11:52 | 1:11:52 | 1:11:52 | 00:00 | 00:00 |
 | Mjollnir | 2 | 1.35% | 12.0 | 50.00% | -4.79% | -50.00% | 0.00% | 0.00% | 44:55 | 43:20 | 43:20 | 46:29 | 46:29 | 46:29 | 03:09 | 02:20 |
 | Maelstrom | 2 | 1.35% | 10.0 | 50.00% | -4.79% | -50.00% | 0.00% | 0.00% | 44:16 | 42:38 | 42:38 | 45:54 | 45:54 | 45:54 | 03:16 | 02:25 |
 | Aeon Disk | 2 | 1.35% | 8.0 | 0.00% | -55.48% | 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 | 0.68% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:19 | 11:19 | 11:19 | 11:19 | 11:19 | 11:19 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.68% | 4.0 | 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 |
 | Arcane Blink | 1 | 0.68% | 2.0 | 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 |