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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 | |
 | Ring of Health | 15 | 17.65% | 100.0 | 80.00% | +32.86% | -5.00% | -5.00% | 0.00% | 27:52 | 14:59 | 23:18 | 24:48 | 28:22 | 50:18 | 05:04 | 03:45 |
 | Linken's Sphere | 9 | 10.59% | 98.4 | 88.89% | +40.21% | +11.11% | +11.11% | 0.00% | 30:32 | 24:27 | 24:54 | 26:54 | 32:09 | 50:29 | 07:15 | 05:22 |
 | Octarine Core | 25 | 29.41% | 96.7 | 72.00% | +27.00% | -5.33% | +11.33% | 1.15% | 35:00 | 21:39 | 26:59 | 35:19 | 41:29 | 57:28 | 14:30 | 10:44 |
 | Tranquil Boots | 17 | 20.00% | 95.1 | 76.47% | +29.41% | +23.53% | -1.47% | -3.23% | 09:20 | 02:37 | 04:23 | 07:05 | 12:07 | 27:20 | 07:44 | 05:43 |
 | Aether Lens | 36 | 42.35% | 93.4 | 66.67% | +23.81% | -11.11% | +11.11% | 1.74% | 30:43 | 16:54 | 22:47 | 29:03 | 35:35 | 56:22 | 12:48 | 09:28 |
 | Aghanim's Scepter | 19 | 22.35% | 91.8 | 73.68% | +26.71% | +6.32% | +26.32% | 2.24% | 32:31 | 18:47 | 23:44 | 30:43 | 32:40 | 56:44 | 08:56 | 06:37 |
 | Aghanim's Shard | 13 | 15.29% | 90.2 | 76.92% | +28.31% | +23.08% | -43.59% | -3.27% | 33:16 | 16:35 | 22:33 | 32:33 | 42:56 | 56:44 | 20:23 | 15:05 |
 | Void Stone | 51 | 60.00% | 88.5 | 60.78% | +19.60% | +0.76% | +0.76% | 0.00% | 26:00 | 11:14 | 21:04 | 24:52 | 28:52 | 48:24 | 07:48 | 05:46 |
 | Scythe of Vyse | 28 | 32.94% | 86.9 | 64.29% | +16.92% | -7.15% | +7.14% | 1.10% | 35:08 | 21:10 | 28:00 | 32:11 | 40:56 | 56:51 | 12:56 | 09:34 |
 | Wind Lace | 44 | 51.76% | 85.2 | 59.09% | +12.75% | +13.64% | -4.54% | -2.35% | 08:06 | -01:29 | 02:40 | 07:39 | 10:24 | 26:50 | 07:44 | 05:43 |
 | Fluffy Hat | 65 | 76.47% | 83.6 | 55.38% | +10.38% | +25.87% | -11.63% | -7.89% | 14:37 | 06:18 | 11:52 | 13:38 | 16:37 | 30:10 | 04:45 | 03:31 |
 | Boots of Speed | 85 | 100.00% | 82.0 | 52.94% | +52.94% | -5.32% | -14.84% | -3.91% | 02:19 | -01:29 | 01:08 | 01:39 | 03:34 | 10:40 | 02:26 | 01:48 |
 | Force Staff | 60 | 70.59% | 80.3 | 55.00% | +7.00% | +25.00% | -1.67% | -4.92% | 19:11 | 09:44 | 15:52 | 17:26 | 21:17 | 34:27 | 05:25 | 04:00 |
 | Spirit Vessel | 51 | 60.00% | 78.7 | 54.90% | +4.90% | -1.05% | -1.05% | 0.00% | 13:37 | 09:18 | 11:26 | 12:53 | 14:16 | 27:20 | 02:50 | 02:05 |
 | Magic Stick | 45 | 52.94% | 77.0 | 55.56% | +5.56% | -28.29% | +8.08% | 5.98% | 03:20 | -01:29 | -01:29 | 01:00 | 07:34 | 14:33 | 09:03 | 06:42 |
 | Ring of Protection | 66 | 77.65% | 75.4 | 51.52% | -6.37% | -4.46% | -14.02% | -3.22% | 08:52 | -01:29 | 07:02 | 08:14 | 10:00 | 42:08 | 02:58 | 02:11 |
 | Urn of Shadows | 53 | 62.35% | 73.8 | 52.83% | -0.30% | -14.37% | -14.37% | 0.00% | 08:38 | 03:05 | 07:42 | 08:45 | 09:52 | 19:38 | 02:10 | 01:36 |
 | Boots of Travel | 38 | 44.71% | 72.1 | 55.26% | +4.20% | -15.26% | +11.41% | 2.54% | 36:11 | 21:27 | 31:01 | 35:56 | 41:31 | 1:01:51 | 10:30 | 07:46 |
 | Magic Wand | 33 | 38.82% | 70.5 | 54.55% | +2.63% | +7.95% | -4.55% | -1.56% | 08:21 | -01:29 | 03:11 | 08:04 | 11:13 | 25:17 | 08:02 | 05:57 |
 | Pipe of Insight | 3 | 3.53% | 68.9 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 21:48 | 18:59 | 18:59 | 20:02 | 26:23 | 26:23 | 07:24 | 05:28 |
 | Hood of Defiance | 3 | 3.53% | 67.2 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 19:34 | 15:03 | 15:03 | 17:17 | 26:23 | 26:23 | 11:20 | 08:23 |
 | Blink Dagger | 7 | 8.24% | 65.6 | 71.43% | +20.15% | -21.43% | -21.43% | 0.00% | 39:34 | 31:03 | 32:01 | 34:44 | 43:28 | 51:52 | 11:27 | 08:28 |
 | Black King Bar | 17 | 20.00% | 63.9 | 52.94% | 0.00% | +47.06% | +22.06% | -1.57% | 32:25 | 21:08 | 21:52 | 30:55 | 37:49 | 59:13 | 15:57 | 11:48 |
 | Kaya | 12 | 14.12% | 62.3 | 58.33% | +6.28% | +8.34% | +8.34% | 0.00% | 33:11 | 17:06 | 18:24 | 21:12 | 43:39 | 1:08:46 | 25:15 | 18:42 |
 | Ethereal Blade | 10 | 11.76% | 60.7 | 60.00% | +8.00% | +40.00% | +40.00% | 0.00% | 37:21 | 21:40 | 21:45 | 25:10 | 47:34 | 1:08:46 | 25:49 | 19:07 |
 | Quelling Blade | 19 | 22.35% | 59.0 | 47.37% | -7.18% | -7.37% | +12.63% | 3.75% | 03:21 | -01:29 | -01:29 | -01:29 | 06:49 | 26:26 | 08:18 | 06:08 |
 | Headdress | 22 | 25.88% | 57.4 | 45.45% | -10.11% | +21.22% | -5.45% | -5.88% | 03:09 | -01:29 | -01:29 | -00:57 | 06:01 | 16:00 | 07:30 | 05:33 |
 | Ghost Scepter | 14 | 16.47% | 55.7 | 50.00% | -3.52% | 0.00% | +16.67% | 1.05% | 31:29 | 18:14 | 20:06 | 24:42 | 35:58 | 1:08:46 | 15:52 | 11:45 |
 | Arcane Boots | 17 | 20.00% | 54.1 | 47.06% | -7.35% | +27.94% | +2.94% | -4.79% | 13:53 | 06:18 | 09:44 | 13:47 | 14:57 | 30:50 | 05:13 | 03:51 |
 | Dagon (level 5) | 9 | 10.59% | 52.5 | 55.56% | +2.93% | -55.56% | -5.56% | 0.00% | 44:11 | 19:43 | 35:28 | 41:24 | 54:40 | 1:03:40 | 19:12 | 14:13 |
 | Crown | 12 | 14.12% | 50.8 | 50.00% | -3.42% | -16.67% | +16.67% | 1.84% | 30:37 | 02:05 | 17:48 | 28:42 | 35:57 | 59:23 | 18:09 | 13:26 |
 | Chainmail | 22 | 25.88% | 49.2 | 40.91% | -16.23% | +9.09% | -20.91% | -7.79% | 09:58 | 03:19 | 06:18 | 08:06 | 10:09 | 29:15 | 03:51 | 02:51 |
 | Aghanim's Blessing | 4 | 4.71% | 47.5 | 75.00% | +23.15% | +25.00% | +25.00% | 0.00% | 53:25 | 47:17 | 47:17 | 53:33 | 56:05 | 56:44 | 08:48 | 06:31 |
 | Mekansm | 20 | 23.53% | 45.9 | 40.00% | -16.92% | 0.00% | -20.00% | -7.32% | 11:13 | 05:49 | 09:47 | 10:33 | 12:31 | 18:05 | 02:44 | 02:01 |
 | Bottle | 2 | 2.35% | 44.3 | 100.00% | +48.19% | 0.00% | 0.00% | 0.00% | 24:51 | 00:33 | 00:33 | 49:08 | 49:08 | 49:08 | 48:35 | 35:59 |
 | Hurricane Pike | 2 | 2.35% | 42.6 | 100.00% | +48.19% | 0.00% | 0.00% | 0.00% | 49:16 | 46:23 | 46:23 | 52:08 | 52:08 | 52:08 | 05:45 | 04:15 |
 | Glimmer Cape | 10 | 11.76% | 41.0 | 50.00% | -3.33% | +16.67% | 0.00% | 0.00% | 28:44 | 18:51 | 22:41 | 26:05 | 36:04 | 45:05 | 13:23 | 09:54 |
 | Boots of Travel 2 | 7 | 8.24% | 39.3 | 57.14% | +4.58% | +42.86% | -57.14% | 0.00% | 52:03 | 24:13 | 47:52 | 50:27 | 53:22 | 1:11:10 | 05:30 | 04:04 |
 | Buckler | 15 | 17.65% | 37.7 | 40.00% | -15.71% | +35.00% | -15.00% | -8.62% | 16:05 | 08:24 | 11:41 | 14:46 | 17:29 | 42:08 | 05:48 | 04:17 |
 | Dagon | 8 | 9.41% | 36.1 | 50.00% | -3.25% | -50.00% | 0.00% | 0.00% | 35:49 | 06:55 | 28:42 | 34:23 | 38:31 | 59:24 | 09:49 | 07:16 |
 | Dagon (level 3) | 8 | 9.41% | 34.4 | 50.00% | -3.25% | -50.00% | 0.00% | 0.00% | 40:17 | 14:18 | 28:44 | 38:35 | 51:13 | 60:58 | 22:29 | 16:39 |
 | Dagon (level 4) | 8 | 9.41% | 32.8 | 50.00% | -3.25% | 0.00% | 0.00% | 0.00% | 42:33 | 17:52 | 34:54 | 39:00 | 53:43 | 1:02:32 | 18:49 | 13:56 |
 | Aeon Disk | 5 | 5.88% | 31.1 | 60.00% | +7.50% | +40.00% | +40.00% | 0.00% | 35:15 | 26:41 | 26:41 | 35:19 | 36:44 | 46:02 | 10:03 | 07:26 |
 | Lotus Orb | 5 | 5.88% | 29.5 | 60.00% | +7.50% | +40.00% | +40.00% | 0.00% | 33:03 | 22:16 | 22:16 | 29:46 | 43:22 | 44:44 | 21:06 | 15:37 |
 | Dagon (level 2) | 9 | 10.59% | 27.9 | 44.44% | -9.51% | -44.44% | +5.56% | 0.00% | 35:28 | 09:48 | 22:55 | 34:24 | 42:39 | 59:29 | 19:44 | 14:37 |
 | Guardian Greaves | 13 | 15.29% | 26.2 | 38.46% | -17.10% | +28.21% | -38.46% | -10.81% | 18:23 | 11:54 | 14:01 | 18:09 | 20:11 | 27:46 | 06:10 | 04:34 |
 | Holy Locket | 1 | 1.18% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:06 | 17:06 | 17:06 | 17:06 | 17:06 | 17:06 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 1.18% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.18% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.18% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.18% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:04 | 1:02:04 | 1:02:04 | 1:02:04 | 1:02:04 | 1:02:04 | 00:00 | 00:00 |
 | Orchid Malevolence | 5 | 5.88% | 16.4 | 40.00% | -13.75% | +60.00% | +60.00% | 0.00% | 19:06 | 14:57 | 14:57 | 17:43 | 22:08 | 24:02 | 07:11 | 05:19 |
 | Wraith Pact | 2 | 2.35% | 14.8 | 50.00% | -3.01% | +50.00% | 0.00% | 0.00% | 45:47 | 43:48 | 43:48 | 47:46 | 47:46 | 47:46 | 03:58 | 02:56 |
 | Ring of Basilius | 2 | 2.35% | 13.1 | 50.00% | -3.01% | +50.00% | 0.00% | 0.00% | 44:47 | 42:09 | 42:09 | 47:25 | 47:25 | 47:25 | 05:16 | 03:54 |
 | Morbid Mask | 2 | 2.35% | 13.1 | 50.00% | -3.01% | +50.00% | 0.00% | 0.00% | 44:47 | 42:09 | 42:09 | 47:25 | 47:25 | 47:25 | 05:16 | 03:54 |
 | Medallion of Courage | 2 | 2.35% | 9.8 | 50.00% | -3.01% | +50.00% | 0.00% | 0.00% | 26:35 | 23:42 | 23:42 | 29:27 | 29:27 | 29:27 | 05:45 | 04:15 |
 | Vladmir's Offering | 2 | 2.35% | 8.2 | 50.00% | -3.01% | +50.00% | 0.00% | 0.00% | 44:48 | 42:09 | 42:09 | 47:26 | 47:26 | 47:26 | 05:17 | 03:54 |
 | Solar Crest | 2 | 2.35% | 6.6 | 50.00% | -3.01% | +50.00% | 0.00% | 0.00% | 28:11 | 24:41 | 24:41 | 31:41 | 31:41 | 31:41 | 07:00 | 05:11 |
 | Blight Stone | 2 | 2.35% | 4.9 | 50.00% | -3.01% | +50.00% | 0.00% | 0.00% | 26:29 | 23:42 | 23:42 | 29:15 | 29:15 | 29:15 | 05:33 | 04:06 |
 | Null Talisman | 3 | 3.53% | 3.3 | 33.33% | -20.33% | -33.33% | 0.00% | 0.00% | 00:48 | -01:29 | -01:29 | 01:04 | 02:50 | 02:50 | 04:19 | 03:11 |
 | Hand of Midas | 1 | 1.18% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:41 | 1:03:41 | 1:03:41 | 1:03:41 | 1:03:41 | 1:03:41 | 00:00 | 00:00 |