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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 | |
 | Sange | 8 | 5.88% | 100.0 | 100.00% | +45.31% | 0.00% | 0.00% | 0.00% | 32:44 | 19:44 | 23:36 | 33:21 | 37:28 | 41:06 | 13:52 | 10:16 |
 | Aghanim's Scepter | 19 | 13.97% | 98.3 | 84.21% | +31.22% | -4.21% | -4.21% | 0.00% | 33:12 | 18:37 | 25:42 | 33:55 | 36:29 | 47:48 | 10:47 | 07:59 |
 | Aghanim's Shard | 64 | 47.06% | 96.6 | 68.75% | +21.53% | 0.00% | 0.00% | 0.00% | 28:41 | 15:16 | 22:56 | 28:16 | 33:06 | 52:37 | 10:10 | 07:31 |
 | Force Staff | 75 | 55.15% | 94.8 | 64.00% | +14.82% | +4.42% | -16.63% | -2.41% | 25:06 | 14:18 | 19:41 | 23:46 | 28:24 | 45:34 | 08:43 | 06:27 |
 | Heaven's Halberd | 6 | 4.41% | 93.1 | 100.00% | +44.62% | 0.00% | 0.00% | 0.00% | 38:27 | 24:49 | 35:17 | 37:15 | 42:47 | 49:07 | 07:30 | 05:33 |
 | Glimmer Cape | 25 | 18.38% | 91.4 | 72.00% | +17.95% | -5.33% | -5.33% | 0.00% | 24:46 | 16:11 | 20:48 | 24:36 | 27:56 | 35:07 | 07:08 | 05:17 |
 | Boots of Speed | 136 | 100.00% | 89.7 | 57.35% | +57.35% | +10.30% | -13.23% | -5.31% | 05:09 | -01:29 | 03:37 | 05:50 | 08:03 | 12:03 | 04:26 | 03:17 |
 | Magic Stick | 135 | 99.26% | 87.9 | 57.04% | -42.96% | +4.72% | -1.16% | -1.05% | 03:49 | -01:29 | -01:24 | 03:35 | 06:59 | 17:30 | 08:23 | 06:12 |
 | Ring of Basilius | 14 | 10.29% | 86.2 | 78.57% | +23.65% | +21.43% | -11.90% | -1.97% | 33:45 | 07:28 | 26:48 | 34:13 | 43:45 | 52:22 | 16:57 | 12:33 |
 | Fluffy Hat | 97 | 71.32% | 84.5 | 58.76% | +4.91% | -0.43% | -12.93% | -1.37% | 16:37 | 05:15 | 11:28 | 14:49 | 20:37 | 45:34 | 09:09 | 06:46 |
 | Wind Lace | 126 | 92.65% | 82.8 | 57.14% | -2.86% | -0.89% | +7.38% | 1.39% | 04:20 | -01:29 | -01:29 | 04:41 | 07:26 | 31:27 | 08:55 | 06:36 |
 | Tranquil Boots | 119 | 87.50% | 81.0 | 57.14% | -1.68% | +6.19% | -7.14% | -3.29% | 09:54 | 00:59 | 07:34 | 09:29 | 11:37 | 27:42 | 04:03 | 03:00 |
 | Void Stone | 18 | 13.24% | 79.3 | 72.22% | +17.14% | +7.78% | +2.78% | -0.23% | 29:58 | 13:58 | 16:40 | 27:38 | 38:25 | 57:41 | 21:45 | 16:06 |
 | Magic Wand | 113 | 83.09% | 77.6 | 54.87% | -14.70% | +12.99% | -8.44% | -5.38% | 11:04 | 00:49 | 08:32 | 10:26 | 12:31 | 27:39 | 03:59 | 02:57 |
 | Urn of Shadows | 15 | 11.03% | 75.9 | 73.33% | +17.96% | +26.67% | +1.67% | -4.70% | 12:22 | 03:50 | 09:39 | 13:18 | 14:58 | 17:22 | 05:19 | 03:56 |
 | Buckler | 17 | 12.50% | 74.1 | 70.59% | +15.13% | +4.41% | -20.59% | -1.17% | 30:48 | 07:23 | 19:07 | 31:40 | 40:28 | 52:22 | 21:21 | 15:48 |
 | Ring of Protection | 49 | 36.03% | 72.4 | 57.14% | -0.33% | -7.14% | +17.86% | 2.13% | 08:57 | -01:30 | -01:29 | -01:24 | 13:12 | 52:22 | 14:41 | 10:52 |
 | Morbid Mask | 11 | 8.09% | 70.7 | 72.73% | +16.73% | +27.27% | -6.06% | -2.19% | 36:52 | 23:28 | 28:33 | 34:13 | 43:45 | 52:22 | 15:12 | 11:15 |
 | Vladmir's Offering | 11 | 8.09% | 69.0 | 72.73% | +16.73% | +27.27% | -6.06% | -2.23% | 37:45 | 23:28 | 28:49 | 35:27 | 43:45 | 52:22 | 14:56 | 11:03 |
 | Quelling Blade | 15 | 11.03% | 67.2 | 66.67% | +10.47% | +8.33% | +8.33% | 0.00% | 13:51 | -01:29 | 08:15 | 11:59 | 17:40 | 40:18 | 09:25 | 06:58 |
 | Eul's Scepter of Divinity | 4 | 2.94% | 65.5 | 100.00% | +43.94% | 0.00% | 0.00% | 0.00% | 28:11 | 27:26 | 27:26 | 27:53 | 27:56 | 29:27 | 00:30 | 00:22 |
 | Ring of Health | 18 | 13.24% | 63.8 | 61.11% | +4.33% | +18.89% | -11.11% | -1.55% | 24:40 | 08:45 | 15:15 | 19:37 | 34:33 | 48:44 | 19:18 | 14:17 |
 | Ghost Scepter | 16 | 11.76% | 62.1 | 62.50% | +5.83% | +12.50% | -12.50% | -1.99% | 32:50 | 17:14 | 24:24 | 34:06 | 36:57 | 49:54 | 12:33 | 09:17 |
 | Boots of Bearing | 14 | 10.29% | 60.3 | 64.29% | +7.73% | -14.29% | +35.71% | 3.95% | 31:43 | 22:20 | 26:30 | 28:56 | 39:10 | 44:36 | 12:40 | 09:22 |
 | Drum of Endurance | 23 | 16.91% | 58.6 | 52.17% | -6.24% | -18.84% | +31.16% | 5.44% | 24:03 | 15:32 | 18:20 | 20:35 | 27:31 | 38:07 | 09:11 | 06:48 |
 | Aeon Disk | 3 | 2.21% | 56.9 | 100.00% | +43.61% | 0.00% | 0.00% | 0.00% | 46:07 | 38:16 | 38:16 | 47:49 | 52:16 | 52:16 | 14:00 | 10:22 |
 | Wraith Pact | 3 | 2.21% | 55.2 | 100.00% | +43.61% | 0.00% | 0.00% | 0.00% | 35:35 | 32:10 | 32:10 | 37:02 | 37:32 | 37:32 | 05:22 | 03:58 |
 | Soul Ring | 3 | 2.21% | 53.4 | 100.00% | +43.61% | 0.00% | 0.00% | 0.00% | 31:31 | 26:05 | 26:05 | 33:37 | 34:52 | 34:52 | 08:47 | 06:30 |
 | Crown | 7 | 5.15% | 51.7 | 71.43% | +14.84% | +28.57% | -71.43% | -7.95% | 28:51 | 17:22 | 18:52 | 31:15 | 31:27 | 40:11 | 12:35 | 09:19 |
 | Headdress | 5 | 3.68% | 50.0 | 80.00% | +23.51% | +20.00% | -80.00% | 0.00% | 16:40 | 10:00 | 10:00 | 18:07 | 20:03 | 22:30 | 10:03 | 07:26 |
 | Bracer | 10 | 7.35% | 48.3 | 60.00% | +2.86% | -26.67% | +40.00% | 4.42% | 18:00 | 10:22 | 12:07 | 13:47 | 27:12 | 28:09 | 15:05 | 11:10 |
 | Chainmail | 13 | 9.56% | 46.6 | 53.85% | -3.87% | +46.15% | -20.52% | -3.70% | 20:52 | 09:35 | 12:07 | 14:36 | 30:09 | 42:57 | 18:02 | 13:21 |
 | Arcane Boots | 4 | 2.94% | 44.8 | 75.00% | +18.18% | +25.00% | +25.00% | 0.00% | 23:27 | 07:12 | 07:12 | 19:31 | 29:33 | 37:32 | 22:21 | 16:33 |
 | Refresher Orb | 2 | 1.47% | 43.1 | 100.00% | +43.28% | 0.00% | 0.00% | 0.00% | 1:02:55 | 57:42 | 57:42 | 1:08:08 | 1:08:08 | 1:08:08 | 10:26 | 07:43 |
 | Lotus Orb | 5 | 3.68% | 41.4 | 60.00% | +2.75% | +40.00% | -60.00% | 0.00% | 36:14 | 28:27 | 28:27 | 35:02 | 40:14 | 45:47 | 11:47 | 08:43 |
 | Null Talisman | 5 | 3.68% | 39.7 | 60.00% | +2.75% | -60.00% | +40.00% | 0.00% | 33:51 | 19:59 | 19:59 | 30:04 | 32:32 | 58:00 | 12:33 | 09:17 |
 | Medallion of Courage | 5 | 3.68% | 37.9 | 60.00% | +2.75% | +40.00% | -60.00% | 0.00% | 28:05 | 13:53 | 13:53 | 31:27 | 31:27 | 38:43 | 17:34 | 13:00 |
 | Solar Crest | 5 | 3.68% | 36.2 | 60.00% | +2.75% | +40.00% | -60.00% | 0.00% | 34:35 | 26:53 | 26:53 | 31:54 | 37:18 | 45:24 | 10:25 | 07:42 |
 | Hood of Defiance | 6 | 4.41% | 34.5 | 50.00% | -7.69% | +50.00% | -50.00% | -29.85% | 17:01 | 13:48 | 15:47 | 16:28 | 19:08 | 20:04 | 03:21 | 02:28 |
 | Blight Stone | 6 | 4.41% | 32.8 | 50.00% | -7.69% | +50.00% | -50.00% | -7.26% | 30:45 | 13:53 | 24:56 | 31:10 | 38:43 | 44:22 | 13:47 | 10:12 |
 | Blink Dagger | 3 | 2.21% | 31.0 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 38:10 | 31:11 | 31:11 | 34:20 | 48:58 | 48:58 | 17:47 | 13:10 |
 | Pavise | 3 | 2.21% | 29.3 | 66.67% | +9.53% | -66.67% | 0.00% | 0.00% | 15:15 | 14:22 | 14:22 | 14:31 | 16:52 | 16:52 | 02:30 | 01:51 |
 | Pipe of Insight | 3 | 2.21% | 27.6 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 20:48 | 14:29 | 14:29 | 20:59 | 26:56 | 26:56 | 12:27 | 09:13 |
 | Vanguard | 4 | 2.94% | 25.9 | 50.00% | -7.58% | -50.00% | +50.00% | 0.00% | 27:08 | 19:17 | 19:17 | 20:28 | 29:55 | 38:53 | 10:38 | 07:52 |
 | Crimson Guard | 4 | 2.94% | 24.1 | 50.00% | -7.58% | -50.00% | +50.00% | 0.00% | 32:17 | 23:36 | 23:36 | 29:47 | 29:55 | 45:50 | 06:19 | 04:40 |
 | Phase Boots | 4 | 2.94% | 22.4 | 50.00% | -7.58% | +50.00% | -50.00% | 0.00% | 15:17 | 12:54 | 12:54 | 15:48 | 16:01 | 16:23 | 03:07 | 02:18 |
 | Helm of Iron Will | 4 | 2.94% | 20.7 | 50.00% | -7.58% | -50.00% | +50.00% | 0.00% | 25:53 | 23:17 | 23:17 | 25:44 | 27:06 | 27:26 | 03:49 | 02:49 |
 | Orchid Malevolence | 1 | 0.74% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.74% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:48 | 47:48 | 47:48 | 47:48 | 47:48 | 47:48 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.74% | 15.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.74% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:09 | 15:09 | 15:09 | 15:09 | 15:09 | 15:09 | 00:00 | 00:00 |
 | Holy Locket | 1 | 0.74% | 12.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.74% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.74% | 8.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:52 | 18:52 | 18:52 | 18:52 | 18:52 | 18:52 | 00:00 | 00:00 |
 | Spirit Vessel | 5 | 3.68% | 6.9 | 40.00% | -18.02% | +60.00% | -40.00% | 0.00% | 22:43 | 14:48 | 14:48 | 24:38 | 27:57 | 30:09 | 13:09 | 09:44 |
 | Black King Bar | 2 | 1.47% | 5.2 | 50.00% | -7.46% | -50.00% | 0.00% | 0.00% | 28:09 | 25:43 | 25:43 | 30:34 | 30:34 | 30:34 | 04:51 | 03:35 |
 | Blade Mail | 3 | 2.21% | 3.4 | 33.33% | -24.56% | +66.67% | 0.00% | 0.00% | 27:15 | 16:01 | 16:01 | 22:47 | 42:57 | 42:57 | 26:56 | 19:57 |
 | Wraith Band | 2 | 1.47% | 1.7 | 0.00% | -58.21% | 0.00% | 0.00% | 0.00% | 22:52 | 19:59 | 19:59 | 25:45 | 25:45 | 25:45 | 05:46 | 04:16 |