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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 | |
 | Crown | 6 | 4.32% | 100.0 | 100.00% | +54.89% | 0.00% | 0.00% | 0.00% | 23:05 | 10:14 | 11:43 | 18:03 | 32:06 | 37:09 | 20:23 | 15:05 |
 | Glimmer Cape | 30 | 21.58% | 98.1 | 70.00% | +28.72% | +17.50% | +15.71% | -0.25% | 28:51 | 13:56 | 23:17 | 28:01 | 30:19 | 1:01:41 | 07:02 | 05:12 |
 | Void Stone | 83 | 59.71% | 96.2 | 61.45% | +34.66% | -4.31% | +0.45% | 0.34% | 27:51 | 10:20 | 19:37 | 26:37 | 33:30 | 60:26 | 13:53 | 10:17 |
 | Scythe of Vyse | 14 | 10.07% | 94.2 | 78.57% | +34.57% | +21.43% | -11.90% | -1.81% | 47:26 | 28:15 | 40:48 | 41:46 | 59:11 | 1:03:12 | 18:23 | 13:37 |
 | Blink Dagger | 54 | 38.85% | 92.3 | 61.11% | +22.29% | -18.25% | +0.43% | 1.70% | 32:03 | 19:39 | 26:10 | 31:40 | 37:11 | 48:23 | 11:01 | 08:09 |
 | Aether Lens | 71 | 51.08% | 90.4 | 57.75% | +20.99% | -2.19% | +8.92% | 0.83% | 27:29 | 14:02 | 19:34 | 26:41 | 32:56 | 55:30 | 13:22 | 09:54 |
 | Magic Wand | 109 | 78.42% | 88.5 | 51.38% | +18.05% | +4.18% | -6.94% | -1.71% | 08:38 | 00:58 | 04:39 | 07:56 | 11:10 | 24:03 | 06:31 | 04:49 |
 | Arcane Boots | 115 | 82.73% | 86.5 | 50.43% | +17.10% | +15.09% | +1.29% | -4.06% | 12:28 | 05:40 | 09:15 | 10:56 | 12:39 | 35:02 | 03:24 | 02:31 |
 | Magic Stick | 133 | 95.68% | 84.6 | 48.12% | +14.79% | +12.49% | +0.36% | -5.56% | 02:05 | -01:29 | -01:29 | 00:40 | 03:40 | 19:59 | 05:09 | 03:48 |
 | Wind Lace | 65 | 46.76% | 82.7 | 52.31% | +9.07% | -14.81% | -8.56% | 0.61% | 12:14 | -01:29 | 06:50 | 10:41 | 17:06 | 31:33 | 10:16 | 07:36 |
 | Boots of Speed | 139 | 100.00% | 80.8 | 47.48% | +47.48% | +1.09% | -10.34% | -4.40% | 05:44 | -01:29 | 04:18 | 05:31 | 06:54 | 16:09 | 02:36 | 01:55 |
 | Aghanim's Scepter | 32 | 23.02% | 78.8 | 56.25% | +11.39% | -6.25% | +18.75% | 2.48% | 33:34 | 18:56 | 28:36 | 32:53 | 38:41 | 50:26 | 10:05 | 07:28 |
 | Lotus Orb | 4 | 2.88% | 76.9 | 100.00% | +54.07% | 0.00% | 0.00% | 0.00% | 34:49 | 24:03 | 24:03 | 28:26 | 40:34 | 46:14 | 16:31 | 12:14 |
 | Aghanim's Shard | 115 | 82.73% | 75.0 | 46.09% | -8.08% | +5.63% | -4.71% | -2.82% | 18:19 | 15:00 | 15:36 | 17:34 | 19:16 | 33:25 | 03:40 | 02:42 |
 | Tranquil Boots | 26 | 18.71% | 73.1 | 57.69% | +12.56% | -0.55% | -24.36% | -1.24% | 22:57 | 09:51 | 12:06 | 20:17 | 31:14 | 49:20 | 19:08 | 14:10 |
 | Ring of Health | 8 | 5.76% | 71.2 | 75.00% | +29.20% | +25.00% | +25.00% | 0.00% | 32:57 | 14:14 | 19:38 | 27:52 | 43:06 | 46:14 | 23:28 | 17:22 |
 | Ghost Scepter | 29 | 20.86% | 69.2 | 51.72% | +5.36% | +19.71% | -37.43% | -3.56% | 31:12 | 20:02 | 22:26 | 27:35 | 38:28 | 52:22 | 16:02 | 11:52 |
 | Aeon Disk | 13 | 9.35% | 67.3 | 61.54% | +15.51% | -28.21% | +5.13% | 2.67% | 47:27 | 35:08 | 39:04 | 43:57 | 51:34 | 1:19:11 | 12:30 | 09:15 |
 | Force Staff | 33 | 23.74% | 65.4 | 48.48% | +1.31% | +26.52% | -23.48% | -3.99% | 30:12 | 15:28 | 22:00 | 31:00 | 34:31 | 1:02:14 | 12:31 | 09:16 |
 | Medallion of Courage | 3 | 2.16% | 63.5 | 100.00% | +53.68% | 0.00% | 0.00% | 0.00% | 25:04 | 11:47 | 11:47 | 26:15 | 37:09 | 37:09 | 25:22 | 18:47 |
 | Solar Crest | 3 | 2.16% | 61.5 | 100.00% | +53.68% | 0.00% | 0.00% | 0.00% | 29:20 | 18:21 | 18:21 | 32:29 | 37:09 | 37:09 | 18:48 | 13:55 |
 | Fluffy Hat | 41 | 29.50% | 59.6 | 43.90% | -5.08% | -13.90% | -3.90% | 0.65% | 22:15 | 07:45 | 15:34 | 20:26 | 31:00 | 40:40 | 15:26 | 11:25 |
 | Blight Stone | 5 | 3.60% | 57.7 | 80.00% | +33.73% | +20.00% | -80.00% | -4.04% | 19:49 | -01:29 | -01:29 | 11:47 | 26:15 | 52:31 | 27:44 | 20:32 |
 | Boots of Travel | 10 | 7.19% | 55.8 | 60.00% | +13.49% | +40.00% | -60.00% | -13.76% | 53:47 | 42:05 | 49:18 | 54:36 | 56:34 | 1:08:27 | 07:16 | 05:22 |
 | Chainmail | 4 | 2.88% | 53.8 | 75.00% | +28.33% | +25.00% | +25.00% | 0.00% | 23:36 | 11:47 | 11:47 | 19:12 | 26:15 | 37:09 | 14:28 | 10:42 |
 | Veil of Discord | 2 | 1.44% | 51.9 | 100.00% | +53.28% | 0.00% | 0.00% | 0.00% | 13:37 | 11:49 | 11:49 | 15:25 | 15:25 | 15:25 | 03:36 | 02:40 |
 | Ethereal Blade | 2 | 1.44% | 50.0 | 100.00% | +53.28% | 0.00% | 0.00% | 0.00% | 45:56 | 42:10 | 42:10 | 49:41 | 49:41 | 49:41 | 07:31 | 05:34 |
 | Quelling Blade | 12 | 8.63% | 48.1 | 41.67% | -6.36% | -41.67% | -8.34% | 33.33% | 00:43 | -01:29 | -01:29 | -01:29 | 00:11 | 07:13 | 01:40 | 01:14 |
 | Ring of Basilius | 3 | 2.16% | 46.2 | 66.67% | +19.61% | -66.67% | 0.00% | 0.00% | 04:30 | 01:51 | 01:51 | 02:12 | 09:28 | 09:28 | 07:37 | 05:38 |
 | Null Talisman | 3 | 2.16% | 44.2 | 66.67% | +19.61% | -66.67% | 0.00% | 0.00% | 22:13 | 20:05 | 20:05 | 20:40 | 25:53 | 25:53 | 05:48 | 04:17 |
 | Drum of Endurance | 4 | 2.88% | 42.3 | 50.00% | +2.59% | +50.00% | -50.00% | 0.00% | 26:25 | 18:10 | 18:10 | 22:11 | 24:32 | 40:47 | 06:22 | 04:42 |
 | Helm of Iron Will | 1 | 0.72% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:50 | 25:50 | 25:50 | 25:50 | 25:50 | 25:50 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.72% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 00:00 | 00:00 |
 | Kaya | 1 | 0.72% | 36.5 | 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 |
 | Urn of Shadows | 1 | 0.72% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.72% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:43 | 16:43 | 16:43 | 16:43 | 16:43 | 16:43 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.72% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:50 | 37:50 | 37:50 | 37:50 | 37:50 | 37:50 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 1.44% | 28.8 | 50.00% | +2.55% | -50.00% | 0.00% | 0.00% | 23:35 | 23:16 | 23:16 | 23:53 | 23:53 | 23:53 | 00:37 | 00:27 |
 | Headdress | 2 | 1.44% | 26.9 | 50.00% | +2.55% | +50.00% | 0.00% | 0.00% | 14:10 | 11:39 | 11:39 | 16:41 | 16:41 | 16:41 | 05:02 | 03:43 |
 | Hand of Midas | 2 | 1.44% | 25.0 | 50.00% | +2.55% | -50.00% | 0.00% | 0.00% | 27:24 | 26:19 | 26:19 | 28:29 | 28:29 | 28:29 | 02:10 | 01:36 |
 | Octarine Core | 3 | 2.16% | 23.1 | 33.33% | -14.46% | -33.33% | 0.00% | 0.00% | 51:55 | 34:27 | 34:27 | 49:18 | 1:12:00 | 1:12:00 | 37:33 | 27:48 |
 | Bracer | 4 | 2.88% | 21.2 | 25.00% | -23.15% | +75.00% | -25.00% | 0.00% | 23:02 | 17:02 | 17:02 | 18:47 | 27:46 | 28:34 | 10:44 | 07:57 |
 | Wraith Band | 5 | 3.60% | 19.2 | 20.00% | -28.51% | -20.00% | -20.00% | 0.00% | 28:52 | 21:11 | 21:11 | 30:42 | 32:35 | 37:37 | 11:24 | 08:26 |
 | Aghanim's Blessing | 2 | 1.44% | 17.3 | 0.00% | -48.18% | 0.00% | 0.00% | 0.00% | 1:16:40 | 1:12:29 | 1:12:29 | 1:20:51 | 1:20:51 | 1:20:51 | 08:22 | 06:11 |
 | Vanguard | 1 | 0.72% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.72% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 00:00 | 00:00 |
 | Desolator | 1 | 0.72% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 00:00 | 00:00 |
 | Shadow Blade | 2 | 1.44% | 9.6 | 0.00% | -48.18% | 0.00% | 0.00% | 0.00% | 52:30 | 48:19 | 48:19 | 56:41 | 56:41 | 56:41 | 08:22 | 06:11 |
 | Linken's Sphere | 2 | 1.44% | 7.7 | 0.00% | -48.18% | 0.00% | 0.00% | 0.00% | 44:51 | 43:06 | 43:06 | 46:36 | 46:36 | 46:36 | 03:30 | 02:35 |
 | Buckler | 1 | 0.72% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.72% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 00:00 | 00:00 |
 | Cornucopia | 1 | 0.72% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:36 | 46:36 | 46:36 | 46:36 | 46:36 | 46:36 | 00:00 | 00:00 |