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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 | |
 | Medallion of Courage | 38 | 15.38% | 100.0 | 86.84% | +37.56% | +13.16% | +2.05% | -1.14% | 24:57 | 12:52 | 18:42 | 21:31 | 28:27 | 53:37 | 09:45 | 07:13 |
 | Blight Stone | 38 | 15.38% | 98.1 | 86.84% | +37.56% | +13.16% | +13.16% | 0.00% | 24:37 | 12:23 | 18:42 | 20:57 | 27:35 | 53:37 | 08:53 | 06:34 |
 | Solar Crest | 36 | 14.57% | 96.3 | 86.11% | +36.35% | +13.89% | +13.89% | 0.00% | 28:26 | 19:32 | 22:20 | 25:34 | 29:31 | 53:37 | 07:11 | 05:19 |
 | Chainmail | 44 | 17.81% | 94.4 | 84.09% | +35.32% | -2.27% | +15.91% | 2.40% | 23:18 | 11:42 | 17:46 | 19:41 | 25:20 | 53:37 | 07:34 | 05:36 |
 | Crown | 38 | 15.38% | 92.6 | 84.21% | +34.45% | +5.79% | +15.79% | 1.20% | 26:25 | 17:03 | 19:59 | 23:43 | 28:20 | 53:37 | 08:21 | 06:11 |
 | Blink Dagger | 18 | 7.29% | 90.7 | 88.89% | +36.49% | -8.89% | +11.11% | 1.19% | 32:24 | 18:25 | 20:57 | 31:16 | 37:44 | 1:01:17 | 16:47 | 12:25 |
 | Aether Lens | 34 | 13.77% | 88.9 | 76.47% | +24.83% | +1.31% | -13.97% | -1.57% | 35:01 | 20:56 | 29:18 | 33:47 | 39:02 | 1:06:11 | 09:44 | 07:12 |
 | Arcane Boots | 50 | 20.24% | 87.0 | 72.00% | +21.24% | +20.31% | -5.33% | -5.55% | 17:05 | 07:34 | 12:16 | 13:53 | 16:53 | 40:14 | 04:37 | 03:25 |
 | Drum of Endurance | 33 | 13.36% | 85.2 | 72.73% | +20.39% | -10.23% | +27.27% | 2.98% | 26:01 | 10:55 | 18:51 | 24:29 | 31:25 | 48:57 | 12:34 | 09:18 |
 | Aeon Disk | 10 | 4.05% | 83.3 | 90.00% | +36.41% | -23.33% | +10.00% | 3.76% | 41:00 | 31:20 | 35:26 | 41:00 | 44:18 | 53:54 | 08:52 | 06:34 |
 | Force Staff | 105 | 42.51% | 81.5 | 60.95% | +10.25% | +15.97% | -10.95% | -3.18% | 26:32 | 13:31 | 21:22 | 25:08 | 29:50 | 52:00 | 08:28 | 06:16 |
 | Wind Lace | 191 | 77.33% | 79.6 | 57.07% | +8.86% | +1.26% | +1.26% | 0.00% | 13:44 | 00:10 | 08:14 | 11:46 | 16:50 | 41:47 | 08:36 | 06:22 |
 | Void Stone | 116 | 46.96% | 77.8 | 58.62% | +6.71% | 0.00% | +6.90% | 0.59% | 21:03 | 06:51 | 14:32 | 17:34 | 26:09 | 50:46 | 11:37 | 08:36 |
 | Boots of Speed | 247 | 100.00% | 75.9 | 55.06% | +55.06% | +11.07% | -3.45% | -4.73% | 07:24 | 00:10 | 05:54 | 07:15 | 08:58 | 13:19 | 03:04 | 02:16 |
 | Magic Stick | 243 | 98.38% | 74.1 | 54.73% | -20.27% | +5.93% | -5.55% | -3.25% | 02:47 | -01:29 | -01:29 | 02:07 | 05:01 | 17:45 | 06:30 | 04:48 |
 | Magic Wand | 218 | 88.26% | 72.2 | 55.05% | -0.12% | +21.31% | -16.16% | -6.50% | 09:29 | 00:10 | 06:28 | 09:35 | 12:14 | 29:40 | 05:46 | 04:16 |
 | Ring of Protection | 94 | 38.06% | 70.4 | 58.51% | +5.57% | +8.16% | +6.71% | -0.28% | 14:16 | 02:15 | 10:38 | 13:17 | 15:48 | 46:04 | 05:10 | 03:49 |
 | Glimmer Cape | 102 | 41.30% | 68.5 | 56.86% | +3.07% | -6.86% | -0.86% | 0.78% | 26:25 | 14:47 | 21:40 | 24:55 | 29:22 | 47:08 | 07:42 | 05:42 |
 | Tranquil Boots | 158 | 63.97% | 66.7 | 54.43% | -1.75% | -1.93% | +7.11% | 1.11% | 16:23 | 06:34 | 11:06 | 13:15 | 19:16 | 43:24 | 08:10 | 06:02 |
 | Fluffy Hat | 192 | 77.73% | 64.8 | 52.60% | -11.04% | +1.57% | -10.93% | -2.11% | 14:34 | 02:07 | 10:25 | 12:42 | 16:20 | 47:41 | 05:55 | 04:22 |
 | Buckler | 11 | 4.45% | 63.0 | 81.82% | +28.01% | -15.15% | +18.18% | 2.95% | 37:03 | 17:32 | 29:05 | 38:43 | 40:22 | 52:17 | 11:17 | 08:21 |
 | Aghanim's Shard | 51 | 20.65% | 61.1 | 58.82% | +4.74% | -4.97% | +18.10% | 1.96% | 26:56 | 15:25 | 20:11 | 27:33 | 31:58 | 43:01 | 11:47 | 08:43 |
 | Ghost Scepter | 15 | 6.07% | 59.3 | 73.33% | +19.45% | +1.67% | +1.67% | 0.00% | 31:57 | 20:41 | 21:30 | 30:07 | 34:40 | 57:44 | 13:10 | 09:45 |
 | Pavise | 83 | 33.60% | 57.4 | 54.22% | -1.27% | +2.92% | -35.17% | -9.29% | 16:50 | 10:00 | 14:38 | 16:43 | 18:44 | 27:30 | 04:06 | 03:02 |
 | Headdress | 9 | 3.64% | 55.6 | 77.78% | +23.58% | -77.78% | +22.22% | 0.00% | 24:36 | 07:53 | 13:19 | 24:20 | 36:25 | 40:21 | 23:06 | 17:06 |
 | Ring of Health | 15 | 6.07% | 53.7 | 66.67% | +12.36% | -16.67% | +33.33% | 5.18% | 36:00 | 24:25 | 30:27 | 38:16 | 40:06 | 41:48 | 09:39 | 07:08 |
 | Octarine Core | 4 | 1.62% | 51.9 | 100.00% | +45.68% | 0.00% | 0.00% | 0.00% | 57:37 | 42:47 | 42:47 | 49:15 | 1:03:31 | 1:14:55 | 20:44 | 15:21 |
 | Boots of Bearing | 12 | 4.86% | 50.0 | 66.67% | +12.20% | -33.34% | 0.00% | 6.27% | 32:13 | 24:22 | 28:57 | 30:44 | 34:16 | 40:10 | 05:19 | 03:56 |
 | Mekansm | 7 | 2.83% | 48.1 | 71.43% | +16.85% | -21.43% | +28.57% | 0.00% | 26:24 | 13:39 | 16:26 | 23:23 | 36:26 | 40:22 | 20:00 | 14:48 |
 | Lotus Orb | 12 | 4.86% | 46.3 | 58.33% | +3.44% | -25.00% | +41.67% | 7.39% | 37:23 | 30:45 | 31:24 | 38:36 | 40:25 | 44:15 | 09:01 | 06:40 |
 | Morbid Mask | 5 | 2.02% | 44.4 | 80.00% | +25.45% | +20.00% | +20.00% | 0.00% | 43:30 | 37:10 | 37:10 | 42:20 | 46:05 | 52:17 | 08:55 | 06:36 |
 | Ring of Basilius | 8 | 3.24% | 42.6 | 62.50% | +7.69% | -12.50% | +37.50% | 0.00% | 32:40 | 00:52 | 17:56 | 37:10 | 42:20 | 52:17 | 24:24 | 18:04 |
 | Vladmir's Offering | 6 | 2.43% | 40.7 | 66.67% | +11.90% | -16.67% | -66.67% | 0.00% | 45:09 | 37:10 | 39:39 | 42:20 | 52:17 | 53:21 | 12:38 | 09:21 |
 | Diadem | 2 | 0.81% | 38.9 | 100.00% | +45.31% | 0.00% | 0.00% | 0.00% | 24:30 | 14:24 | 14:24 | 34:35 | 34:35 | 34:35 | 20:11 | 14:57 |
 | Scythe of Vyse | 2 | 0.81% | 37.0 | 100.00% | +45.31% | 0.00% | 0.00% | 0.00% | 58:55 | 56:40 | 56:40 | 1:01:10 | 1:01:10 | 1:01:10 | 04:30 | 03:20 |
 | Cornucopia | 2 | 0.81% | 35.2 | 100.00% | +45.31% | 0.00% | 0.00% | 0.00% | 48:42 | 42:54 | 42:54 | 54:29 | 54:29 | 54:29 | 11:35 | 08:34 |
 | Urn of Shadows | 2 | 0.81% | 33.3 | 100.00% | +45.31% | 0.00% | 0.00% | 0.00% | 08:39 | 07:02 | 07:02 | 10:16 | 10:16 | 10:16 | 03:14 | 02:23 |
 | Linken's Sphere | 2 | 0.81% | 31.5 | 100.00% | +45.31% | 0.00% | 0.00% | 0.00% | 49:14 | 43:03 | 43:03 | 55:25 | 55:25 | 55:25 | 12:22 | 09:09 |
 | Guardian Greaves | 2 | 0.81% | 29.6 | 100.00% | +45.31% | 0.00% | 0.00% | 0.00% | 34:31 | 28:08 | 28:08 | 40:54 | 40:54 | 40:54 | 12:46 | 09:27 |
 | Boots of Travel | 6 | 2.43% | 27.8 | 50.00% | -5.19% | +50.00% | -50.00% | 0.00% | 44:17 | 39:03 | 42:47 | 44:48 | 46:01 | 47:46 | 03:14 | 02:23 |
 | Phylactery | 1 | 0.40% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.40% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:38 | 46:38 | 46:38 | 46:38 | 46:38 | 46:38 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.40% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 00:00 | 00:00 |
 | Dagon | 1 | 0.40% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:35 | 34:35 | 34:35 | 34:35 | 34:35 | 34:35 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.40% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:10 | 18:10 | 18:10 | 18:10 | 18:10 | 18:10 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.40% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 00:00 | 00:00 |
 | Sange | 1 | 0.40% | 14.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.40% | 13.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:14 | 16:14 | 16:14 | 16:14 | 16:14 | 16:14 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.40% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 0.81% | 9.3 | 50.00% | -5.10% | +50.00% | 0.00% | 0.00% | 45:03 | 37:27 | 37:27 | 52:38 | 52:38 | 52:38 | 15:11 | 11:14 |
 | Wraith Band | 3 | 1.21% | 7.4 | 33.33% | -22.00% | -33.33% | 0.00% | 0.00% | 22:32 | 17:37 | 17:37 | 23:01 | 26:57 | 26:57 | 09:20 | 06:54 |
 | Quelling Blade | 5 | 2.02% | 5.6 | 20.00% | -35.79% | -20.00% | +80.00% | 0.00% | 18:30 | 13:49 | 13:49 | 17:58 | 18:17 | 28:03 | 04:28 | 03:18 |
 | Bracer | 1 | 0.40% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:34 | 13:34 | 13:34 | 13:34 | 13:34 | 13:34 | 00:00 | 00:00 |
 | Veil of Discord | 2 | 0.81% | 1.9 | 0.00% | -55.51% | 0.00% | 0.00% | 0.00% | 21:30 | 17:57 | 17:57 | 25:03 | 25:03 | 25:03 | 07:06 | 05:15 |