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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 | |
 | Void Stone | 106 | 77.37% | 100.0 | 61.32% | +32.29% | +1.64% | +11.76% | 1.18% | 18:33 | 05:47 | 12:54 | 16:09 | 21:27 | 50:06 | 08:33 | 06:20 |
 | Aether Lens | 67 | 48.91% | 98.3 | 62.69% | +16.98% | -3.87% | +2.02% | 0.61% | 21:46 | 09:15 | 16:20 | 20:10 | 26:01 | 46:24 | 09:41 | 07:10 |
 | Tranquil Boots | 103 | 75.18% | 96.6 | 57.28% | +13.16% | +8.10% | -7.28% | -2.07% | 14:24 | 05:16 | 09:45 | 11:32 | 17:10 | 38:21 | 07:25 | 05:29 |
 | Wind Lace | 113 | 82.48% | 94.8 | 55.75% | +9.92% | -12.89% | +4.96% | 2.27% | 10:52 | -01:29 | 06:20 | 09:25 | 14:12 | 38:05 | 07:52 | 05:49 |
 | Blink Dagger | 18 | 13.14% | 93.1 | 72.22% | +20.96% | +7.78% | -22.22% | -2.26% | 37:03 | 25:00 | 29:49 | 35:12 | 43:07 | 58:08 | 13:18 | 09:51 |
 | Magic Wand | 130 | 94.89% | 91.4 | 54.62% | +11.76% | -6.14% | +1.63% | 1.58% | 06:51 | 00:14 | 04:01 | 05:57 | 08:56 | 29:02 | 04:55 | 03:38 |
 | Boots of Speed | 137 | 100.00% | 89.7 | 54.01% | +54.01% | -6.95% | +1.87% | 2.79% | 06:24 | -01:29 | 04:46 | 06:28 | 07:56 | 12:13 | 03:10 | 02:20 |
 | Buckler | 5 | 3.65% | 87.9 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 32:59 | 16:53 | 16:53 | 34:10 | 46:21 | 48:57 | 29:28 | 21:49 |
 | Magic Stick | 135 | 98.54% | 86.2 | 53.33% | -46.67% | +2.55% | -0.39% | -1.12% | 02:30 | -01:29 | -01:29 | 01:58 | 04:06 | 20:29 | 05:35 | 04:08 |
 | Arcane Boots | 63 | 45.99% | 84.5 | 55.56% | +2.86% | +0.69% | +6.94% | 2.30% | 11:24 | 04:44 | 09:41 | 10:48 | 12:24 | 30:43 | 02:43 | 02:00 |
 | Fluffy Hat | 95 | 69.34% | 82.8 | 52.63% | -4.51% | -6.80% | -2.63% | 0.48% | 17:24 | 02:48 | 10:53 | 14:05 | 19:39 | 53:47 | 08:46 | 06:29 |
 | Ring of Protection | 39 | 28.47% | 81.0 | 58.97% | +6.93% | +1.03% | +1.03% | 0.00% | 15:20 | -01:29 | 11:06 | 13:44 | 16:16 | 48:57 | 05:10 | 03:49 |
 | Glimmer Cape | 76 | 55.47% | 79.3 | 52.63% | -3.11% | +10.53% | -10.52% | -3.54% | 23:48 | 15:33 | 19:55 | 22:42 | 25:52 | 41:03 | 05:57 | 04:24 |
 | Headdress | 7 | 5.11% | 77.6 | 85.71% | +33.40% | +14.29% | -35.71% | -5.54% | 23:07 | 13:51 | 14:10 | 17:50 | 23:12 | 46:19 | 09:02 | 06:41 |
 | Drum of Endurance | 9 | 6.57% | 75.9 | 77.78% | +25.44% | -27.78% | -27.78% | 0.00% | 33:46 | 19:55 | 20:02 | 35:11 | 36:46 | 56:48 | 16:44 | 12:23 |
 | Force Staff | 53 | 38.69% | 74.1 | 52.83% | -1.93% | +8.71% | -14.37% | -2.21% | 27:05 | 14:12 | 20:53 | 24:09 | 31:20 | 53:47 | 10:27 | 07:44 |
 | Eul's Scepter of Divinity | 11 | 8.03% | 72.4 | 72.73% | +20.35% | +27.27% | -39.40% | -6.75% | 23:44 | 16:47 | 18:48 | 21:20 | 28:41 | 35:04 | 09:53 | 07:19 |
 | Pavise | 34 | 24.82% | 70.7 | 55.88% | +2.48% | -0.32% | -5.88% | -1.33% | 16:13 | 08:36 | 13:26 | 15:23 | 17:37 | 32:15 | 04:11 | 03:05 |
 | Heaven's Halberd | 4 | 2.92% | 69.0 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 28:48 | 22:17 | 22:17 | 22:23 | 34:49 | 35:41 | 12:32 | 09:17 |
 | Solar Crest | 4 | 2.92% | 67.2 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 28:01 | 22:52 | 22:52 | 24:38 | 29:20 | 35:15 | 06:28 | 04:47 |
 | Ring of Basilius | 6 | 4.38% | 65.5 | 83.33% | +30.66% | +16.67% | +16.67% | 0.00% | 23:36 | 10:11 | 11:53 | 14:29 | 34:10 | 48:57 | 22:17 | 16:30 |
 | Chainmail | 6 | 4.38% | 63.8 | 83.33% | +30.66% | +16.67% | -83.33% | -9.29% | 20:21 | 14:05 | 14:46 | 18:52 | 25:32 | 28:42 | 10:46 | 07:58 |
 | Diadem | 10 | 7.30% | 62.1 | 70.00% | +17.24% | -3.33% | +30.00% | 2.47% | 18:51 | 03:39 | 09:41 | 14:47 | 23:12 | 44:34 | 13:31 | 10:00 |
 | Boots of Bearing | 8 | 5.84% | 60.3 | 75.00% | +22.29% | +25.00% | -25.00% | -3.68% | 38:18 | 23:36 | 27:39 | 37:41 | 41:14 | 56:48 | 13:35 | 10:03 |
 | Ring of Health | 21 | 15.33% | 58.6 | 57.14% | +3.69% | +2.86% | +22.86% | 2.72% | 27:14 | 15:00 | 21:29 | 26:33 | 28:50 | 48:27 | 07:21 | 05:26 |
 | Cornucopia | 9 | 6.57% | 56.9 | 66.67% | +13.54% | -16.67% | +33.33% | 3.59% | 38:31 | 25:02 | 29:53 | 41:03 | 43:48 | 45:16 | 13:55 | 10:18 |
 | Bracer | 3 | 2.19% | 55.2 | 100.00% | +47.01% | 0.00% | 0.00% | 0.00% | 26:06 | 12:29 | 12:29 | 29:52 | 35:56 | 35:56 | 23:27 | 17:22 |
 | Scythe of Vyse | 3 | 2.19% | 53.4 | 100.00% | +47.01% | 0.00% | 0.00% | 0.00% | 44:14 | 38:27 | 38:27 | 44:09 | 50:06 | 50:06 | 11:39 | 08:37 |
 | Mekansm | 3 | 2.19% | 51.7 | 100.00% | +47.01% | 0.00% | 0.00% | 0.00% | 26:46 | 15:50 | 15:50 | 18:08 | 46:20 | 46:20 | 30:30 | 22:35 |
 | Heart of Tarrasque | 3 | 2.19% | 50.0 | 100.00% | +47.01% | 0.00% | 0.00% | 0.00% | 41:52 | 37:31 | 37:31 | 42:40 | 45:26 | 45:26 | 07:55 | 05:51 |
 | Guardian Greaves | 3 | 2.19% | 48.3 | 100.00% | +47.01% | 0.00% | 0.00% | 0.00% | 30:57 | 21:34 | 21:34 | 23:58 | 47:19 | 47:19 | 25:45 | 19:04 |
 | Sange | 5 | 3.65% | 46.6 | 80.00% | +26.97% | +20.00% | +20.00% | 0.00% | 27:40 | 20:20 | 20:20 | 26:49 | 34:11 | 34:42 | 13:51 | 10:15 |
 | Lotus Orb | 12 | 8.76% | 44.8 | 58.33% | +4.73% | -25.00% | +8.34% | 4.34% | 30:46 | 22:26 | 24:46 | 28:35 | 32:27 | 48:42 | 07:41 | 05:41 |
 | Linken's Sphere | 8 | 5.84% | 43.1 | 62.50% | +9.01% | -12.50% | +37.50% | 7.11% | 41:37 | 32:05 | 38:14 | 41:16 | 45:16 | 46:07 | 07:02 | 05:12 |
 | Boots of Travel | 6 | 4.38% | 41.4 | 66.67% | +13.23% | +33.33% | +33.33% | 0.00% | 50:08 | 40:20 | 43:19 | 49:56 | 55:06 | 1:01:50 | 11:47 | 08:43 |
 | Crown | 4 | 2.92% | 39.7 | 75.00% | +21.62% | -75.00% | +25.00% | 0.00% | 24:02 | 21:53 | 21:53 | 22:39 | 22:51 | 28:43 | 00:58 | 00:42 |
 | Dagon | 4 | 2.92% | 37.9 | 75.00% | +21.62% | -75.00% | +25.00% | 0.00% | 31:53 | 21:22 | 21:22 | 21:52 | 37:15 | 47:02 | 15:53 | 11:45 |
 | Blight Stone | 4 | 2.92% | 36.2 | 75.00% | +21.62% | +25.00% | -75.00% | 0.00% | 23:14 | 18:31 | 18:31 | 20:09 | 25:34 | 28:42 | 07:03 | 05:13 |
 | Aeon Disk | 7 | 5.11% | 34.5 | 57.14% | +3.29% | +42.86% | -57.14% | -6.00% | 39:16 | 27:07 | 30:43 | 41:57 | 47:23 | 48:20 | 16:40 | 12:20 |
 | Morbid Mask | 2 | 1.46% | 32.8 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 41:34 | 34:11 | 34:11 | 48:57 | 48:57 | 48:57 | 14:46 | 10:56 |
 | Medallion of Courage | 5 | 3.65% | 31.0 | 60.00% | +6.21% | +40.00% | -60.00% | 0.00% | 25:13 | 19:57 | 19:57 | 25:34 | 28:42 | 31:45 | 08:45 | 06:28 |
 | Aghanim's Shard | 13 | 9.49% | 29.3 | 38.46% | -17.19% | +28.21% | -38.46% | -5.65% | 31:20 | 22:35 | 24:11 | 31:10 | 35:59 | 41:57 | 11:48 | 08:44 |
 | Aghanim's Scepter | 3 | 2.19% | 27.6 | 66.67% | +12.94% | +33.33% | 0.00% | 0.00% | 38:16 | 33:48 | 33:48 | 38:48 | 42:13 | 42:13 | 08:25 | 06:14 |
 | Phylactery | 4 | 2.92% | 25.9 | 50.00% | -4.14% | +50.00% | -50.00% | 0.00% | 11:10 | 08:26 | 08:26 | 09:00 | 11:52 | 15:21 | 03:26 | 02:32 |
 | Bottle | 4 | 2.92% | 24.1 | 50.00% | -4.14% | -50.00% | +50.00% | 0.00% | 16:42 | 01:27 | 01:27 | 01:47 | 18:27 | 45:07 | 17:00 | 12:35 |
 | Ghost Scepter | 4 | 2.92% | 22.4 | 50.00% | -4.14% | -50.00% | +50.00% | 0.00% | 32:19 | 25:41 | 25:41 | 30:05 | 30:45 | 42:44 | 05:04 | 03:45 |
 | Skull Basher | 1 | 0.73% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:05 | 45:05 | 45:05 | 45:05 | 45:05 | 45:05 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.73% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:54 | 1:08:54 | 1:08:54 | 1:08:54 | 1:08:54 | 1:08:54 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 0.73% | 17.2 | 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 |
 | Dagon (level 3) | 1 | 0.73% | 15.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:48 | 39:48 | 39:48 | 39:48 | 39:48 | 39:48 | 00:00 | 00:00 |
 | Black King Bar | 1 | 0.73% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.73% | 12.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.73% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:57 | 48:57 | 48:57 | 48:57 | 48:57 | 48:57 | 00:00 | 00:00 |
 | Holy Locket | 1 | 0.73% | 8.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 00:00 | 00:00 |
 | Pipe of Insight | 2 | 1.46% | 6.9 | 50.00% | -4.07% | +50.00% | 0.00% | 0.00% | 26:45 | 22:02 | 22:02 | 31:27 | 31:27 | 31:27 | 09:25 | 06:58 |
 | Octarine Core | 3 | 2.19% | 5.2 | 33.33% | -21.15% | -33.33% | 0.00% | 0.00% | 30:52 | 27:54 | 27:54 | 31:47 | 32:54 | 32:54 | 05:00 | 03:42 |
 | Veil of Discord | 1 | 0.73% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:02 | 23:02 | 23:02 | 23:02 | 23:02 | 23:02 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.73% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 00:00 | 00:00 |