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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 | |
 | Chainmail | 11 | 6.04% | 100.0 | 90.91% | +40.03% | +9.09% | -24.24% | -3.22% | 18:01 | 07:54 | 11:44 | 17:12 | 22:05 | 29:12 | 10:21 | 07:40 |
 | Ring of Health | 16 | 8.79% | 98.4 | 81.25% | +30.65% | +18.75% | +18.75% | 0.00% | 26:25 | 11:19 | 19:35 | 21:25 | 31:26 | 47:23 | 11:51 | 08:46 |
 | Aghanim's Shard | 89 | 48.90% | 96.7 | 62.92% | +18.83% | -8.37% | -8.37% | 0.00% | 24:42 | 15:02 | 19:55 | 23:34 | 28:16 | 49:23 | 08:21 | 06:11 |
 | Magic Stick | 122 | 67.03% | 95.1 | 59.02% | +17.35% | +8.72% | +7.65% | -0.28% | 02:17 | -01:30 | -01:29 | 00:55 | 05:15 | 16:13 | 06:44 | 04:59 |
 | Solar Crest | 6 | 3.30% | 93.4 | 100.00% | +48.30% | 0.00% | 0.00% | 0.00% | 23:54 | 17:27 | 17:52 | 20:49 | 30:17 | 32:53 | 12:25 | 09:11 |
 | Drum of Endurance | 24 | 13.19% | 91.8 | 70.83% | +20.20% | +29.17% | -20.83% | -5.38% | 20:55 | 09:31 | 13:32 | 17:33 | 22:50 | 42:30 | 09:18 | 06:53 |
 | Glimmer Cape | 59 | 32.42% | 90.2 | 61.02% | +11.43% | -7.69% | -7.69% | 0.00% | 23:45 | 12:05 | 19:08 | 23:27 | 26:47 | 41:24 | 07:39 | 05:40 |
 | Wind Lace | 170 | 93.41% | 88.5 | 54.12% | +12.45% | -14.59% | +7.78% | 3.65% | 05:46 | -01:30 | 02:37 | 05:36 | 08:45 | 21:23 | 06:08 | 04:32 |
 | Fluffy Hat | 131 | 71.98% | 86.9 | 54.96% | +5.94% | -3.44% | +11.71% | 1.55% | 14:50 | 01:37 | 08:55 | 13:25 | 18:42 | 34:07 | 09:47 | 07:14 |
 | Ring of Protection | 82 | 45.05% | 85.2 | 57.32% | +7.32% | +9.35% | -7.32% | -1.94% | 06:18 | -01:29 | -00:50 | 06:39 | 09:26 | 55:43 | 10:16 | 07:36 |
 | Magic Wand | 88 | 48.35% | 83.6 | 56.82% | +6.82% | -2.27% | +2.27% | 0.74% | 08:16 | 00:42 | 04:43 | 08:28 | 10:53 | 21:02 | 06:10 | 04:34 |
 | Tranquil Boots | 144 | 79.12% | 82.0 | 54.17% | +4.17% | -12.50% | +12.50% | 6.64% | 08:42 | 03:37 | 06:12 | 07:37 | 09:58 | 35:36 | 03:46 | 02:47 |
 | Boots of Speed | 180 | 98.90% | 80.3 | 52.78% | -47.22% | -1.67% | +11.66% | 3.92% | 04:53 | -01:29 | 03:08 | 04:35 | 06:32 | 22:40 | 03:24 | 02:31 |
 | Medallion of Courage | 8 | 4.40% | 78.7 | 87.50% | +35.78% | +12.50% | +12.50% | 0.00% | 20:35 | 08:48 | 14:55 | 21:11 | 24:45 | 29:13 | 09:50 | 07:17 |
 | Urn of Shadows | 73 | 40.11% | 77.0 | 56.16% | +4.78% | +16.06% | +4.95% | -2.25% | 08:50 | 03:18 | 06:12 | 08:50 | 11:08 | 14:56 | 04:56 | 03:39 |
 | Aghanim's Scepter | 38 | 20.88% | 75.4 | 60.53% | +9.14% | -10.53% | +17.25% | 2.41% | 30:39 | 15:26 | 24:49 | 30:36 | 36:22 | 46:14 | 11:33 | 08:33 |
 | Force Staff | 112 | 61.54% | 73.8 | 52.68% | -1.61% | +0.89% | +0.89% | 0.00% | 21:14 | 11:51 | 16:08 | 20:12 | 25:09 | 37:42 | 09:01 | 06:40 |
 | Blight Stone | 10 | 5.49% | 72.1 | 80.00% | +28.26% | -13.33% | +20.00% | 0.00% | 15:09 | -01:29 | 02:25 | 17:12 | 24:35 | 29:13 | 22:10 | 16:25 |
 | Crown | 31 | 17.03% | 70.5 | 61.29% | +9.63% | -23.79% | +1.21% | 2.38% | 21:14 | -01:29 | 14:39 | 20:12 | 25:10 | 60:48 | 10:31 | 07:47 |
 | Spirit Vessel | 59 | 32.42% | 68.9 | 54.24% | +1.39% | +5.76% | +5.76% | 0.00% | 15:49 | 10:22 | 13:13 | 15:29 | 17:34 | 22:45 | 04:21 | 03:13 |
 | Headdress | 20 | 10.99% | 67.2 | 65.00% | +13.15% | -5.00% | +35.00% | 40.00% | 02:56 | -01:29 | -01:29 | -01:29 | -01:28 | 31:41 | 00:01 | 00:00 |
 | Void Stone | 43 | 23.63% | 65.6 | 53.49% | +0.25% | +1.06% | +1.06% | 0.00% | 27:41 | 08:13 | 17:36 | 27:35 | 34:52 | 53:19 | 17:16 | 12:47 |
 | Hood of Defiance | 4 | 2.20% | 63.9 | 100.00% | +47.75% | 0.00% | 0.00% | 0.00% | 23:03 | 19:35 | 19:35 | 20:07 | 20:25 | 32:06 | 00:50 | 00:37 |
 | Pipe of Insight | 4 | 2.20% | 62.3 | 100.00% | +47.75% | 0.00% | 0.00% | 0.00% | 25:40 | 20:25 | 20:25 | 24:14 | 25:54 | 32:06 | 05:29 | 04:03 |
 | Helm of the Dominator | 10 | 5.49% | 60.7 | 70.00% | +17.67% | -36.67% | -20.00% | 0.00% | 27:23 | 16:38 | 20:39 | 25:35 | 30:02 | 45:26 | 09:23 | 06:57 |
 | Helm of Iron Will | 10 | 5.49% | 59.0 | 70.00% | +17.67% | -36.67% | -20.00% | 0.00% | 25:22 | 13:32 | 18:09 | 23:40 | 28:15 | 45:11 | 10:06 | 07:28 |
 | Boots of Bearing | 10 | 5.49% | 57.4 | 70.00% | +17.67% | -3.33% | -20.00% | 0.00% | 30:16 | 24:28 | 25:27 | 27:40 | 35:36 | 43:11 | 10:09 | 07:31 |
 | Ghost Scepter | 48 | 26.37% | 55.7 | 43.75% | -12.97% | +6.25% | -35.42% | -3.87% | 26:03 | 12:05 | 19:54 | 26:23 | 30:40 | 52:16 | 10:46 | 07:58 |
 | Lotus Orb | 9 | 4.95% | 54.1 | 66.67% | +14.07% | +33.33% | +33.33% | 0.00% | 32:28 | 22:40 | 23:50 | 30:27 | 37:30 | 47:41 | 13:40 | 10:07 |
 | Linken's Sphere | 3 | 1.65% | 52.5 | 100.00% | +47.49% | 0.00% | 0.00% | 0.00% | 36:55 | 26:30 | 26:30 | 31:26 | 52:50 | 52:50 | 26:20 | 19:30 |
 | Mekansm | 3 | 1.65% | 50.8 | 100.00% | +47.49% | 0.00% | 0.00% | 0.00% | 15:01 | 13:40 | 13:40 | 14:42 | 16:40 | 16:40 | 03:00 | 02:13 |
 | Aeon Disk | 15 | 8.24% | 49.2 | 53.33% | +0.04% | -28.33% | -3.33% | 3.05% | 38:16 | 23:10 | 33:20 | 37:21 | 41:32 | 49:59 | 08:12 | 06:04 |
 | Black King Bar | 10 | 5.49% | 47.5 | 60.00% | +7.09% | +40.00% | -60.00% | 0.00% | 25:07 | 17:00 | 19:25 | 21:43 | 25:06 | 51:46 | 05:41 | 04:12 |
 | Null Talisman | 19 | 10.44% | 45.9 | 47.37% | -6.62% | -27.37% | +12.63% | 13.71% | 02:42 | -01:29 | 00:34 | 01:45 | 03:29 | 11:13 | 02:55 | 02:09 |
 | Aether Lens | 8 | 4.40% | 44.3 | 62.50% | +9.63% | -12.50% | -12.50% | 0.00% | 30:46 | 16:00 | 18:54 | 22:07 | 39:56 | 46:33 | 21:02 | 15:34 |
 | Quelling Blade | 24 | 13.19% | 42.6 | 41.67% | -13.39% | +8.33% | +8.33% | 0.00% | 08:26 | -01:29 | -01:28 | 08:57 | 10:11 | 48:02 | 11:39 | 08:37 |
 | Scythe of Vyse | 19 | 10.44% | 41.0 | 42.11% | -12.49% | +17.89% | -22.11% | -3.86% | 37:36 | 19:23 | 33:38 | 35:24 | 43:59 | 53:19 | 10:21 | 07:40 |
 | Kaya | 18 | 9.89% | 39.3 | 38.89% | -15.99% | +1.11% | -38.89% | -3.59% | 19:53 | 05:51 | 13:56 | 17:53 | 25:04 | 39:02 | 11:08 | 08:14 |
 | Octarine Core | 5 | 2.75% | 37.7 | 60.00% | +6.89% | +40.00% | -60.00% | 0.00% | 33:56 | 20:17 | 20:17 | 26:55 | 45:02 | 51:50 | 24:45 | 18:20 |
 | Dagon | 13 | 7.14% | 36.1 | 38.46% | -15.98% | -5.13% | -5.13% | 0.00% | 23:09 | 08:05 | 12:39 | 21:16 | 28:36 | 60:48 | 15:57 | 11:48 |
 | Ethereal Blade | 14 | 7.69% | 34.4 | 35.71% | -19.05% | +14.29% | -35.71% | -6.38% | 22:36 | 13:33 | 18:13 | 21:25 | 26:03 | 38:49 | 07:50 | 05:48 |
 | Dagon (level 2) | 6 | 3.30% | 32.8 | 50.00% | -3.41% | 0.00% | -50.00% | 0.00% | 32:39 | 19:42 | 22:38 | 28:09 | 32:27 | 60:50 | 09:49 | 07:16 |
 | Buckler | 3 | 1.65% | 31.1 | 66.67% | +13.60% | +33.33% | 0.00% | 0.00% | 38:46 | 20:53 | 20:53 | 39:42 | 55:43 | 55:43 | 34:50 | 25:48 |
 | Orchid Malevolence | 9 | 4.95% | 29.5 | 33.33% | -21.01% | +66.67% | -33.33% | 0.00% | 16:09 | 08:18 | 12:00 | 16:32 | 18:38 | 22:51 | 06:38 | 04:54 |
 | Wraith Pact | 1 | 0.55% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.55% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:34 | 12:34 | 12:34 | 12:34 | 12:34 | 12:34 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.55% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.55% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.55% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:29 | 31:29 | 31:29 | 31:29 | 31:29 | 31:29 | 00:00 | 00:00 |
 | Dagon (level 3) | 5 | 2.75% | 19.7 | 40.00% | -13.67% | -40.00% | -40.00% | 0.00% | 36:41 | 23:18 | 23:18 | 32:07 | 38:01 | 60:50 | 14:43 | 10:54 |
 | Blink Dagger | 8 | 4.40% | 18.0 | 25.00% | -29.60% | +25.00% | -25.00% | 0.00% | 36:31 | 21:48 | 30:02 | 33:31 | 39:09 | 55:16 | 09:07 | 06:45 |
 | Vladmir's Offering | 2 | 1.10% | 16.4 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 40:44 | 25:41 | 25:41 | 55:47 | 55:47 | 55:47 | 30:06 | 22:17 |
 | Morbid Mask | 2 | 1.10% | 14.8 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 40:00 | 24:15 | 24:15 | 55:45 | 55:45 | 55:45 | 31:30 | 23:20 |
 | Ring of Basilius | 3 | 1.65% | 13.1 | 33.33% | -20.30% | -33.33% | 0.00% | 0.00% | 32:19 | 19:29 | 19:29 | 21:40 | 55:47 | 55:47 | 36:18 | 26:53 |
 | Bracer | 3 | 1.65% | 11.5 | 33.33% | -20.30% | -33.33% | 0.00% | 0.00% | 13:54 | 12:24 | 12:24 | 13:45 | 15:34 | 15:34 | 03:10 | 02:20 |
 | Heaven's Halberd | 2 | 1.10% | 9.8 | 0.00% | -53.89% | 0.00% | 0.00% | 0.00% | 34:56 | 34:49 | 34:49 | 35:03 | 35:03 | 35:03 | 00:14 | 00:10 |
 | Veil of Discord | 1 | 0.55% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:15 | 20:15 | 20:15 | 20:15 | 20:15 | 20:15 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.55% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 00:00 | 00:00 |
 | Bottle | 1 | 0.55% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.55% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 00:00 | 00:00 |
 | Sange | 2 | 1.10% | 1.6 | 0.00% | -53.89% | 0.00% | 0.00% | 0.00% | 33:30 | 33:28 | 33:28 | 33:31 | 33:31 | 33:31 | 00:03 | 00:02 |