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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 | |
 | Guardian Greaves | 9 | 32.14% | 100.0 | 77.78% | +35.67% | +22.22% | +22.22% | 0.00% | 16:07 | 14:24 | 14:38 | 16:16 | 17:07 | 17:54 | 02:29 | 01:50 |
 | Mekansm | 15 | 53.57% | 97.9 | 66.67% | +28.21% | -16.67% | +8.33% | 11.03% | 11:12 | 09:16 | 09:47 | 10:46 | 12:03 | 14:29 | 02:16 | 01:40 |
 | Black King Bar | 17 | 60.71% | 95.8 | 64.71% | +28.35% | -14.71% | +10.29% | 2.99% | 29:24 | 22:30 | 24:46 | 28:11 | 33:07 | 38:56 | 08:21 | 06:11 |
 | Blink Dagger | 26 | 92.86% | 93.8 | 57.69% | +57.69% | +13.74% | -24.36% | -6.30% | 22:31 | 13:23 | 18:41 | 20:36 | 24:44 | 39:44 | 06:03 | 04:28 |
 | Arcane Boots | 26 | 92.86% | 91.7 | 57.69% | +57.69% | -0.55% | -7.69% | -5.10% | 07:16 | 04:24 | 05:21 | 05:52 | 06:45 | 24:28 | 01:24 | 01:02 |
 | Chainmail | 18 | 64.29% | 89.6 | 61.11% | +21.11% | -1.11% | -11.11% | -3.02% | 09:46 | 06:51 | 08:14 | 09:13 | 11:33 | 13:26 | 03:19 | 02:27 |
 | Void Stone | 12 | 42.86% | 87.5 | 66.67% | +22.92% | 0.00% | -33.34% | -1.92% | 29:03 | 08:00 | 17:48 | 29:25 | 35:12 | 47:25 | 17:24 | 12:53 |
 | Boots of Speed | 28 | 100.00% | 85.4 | 53.57% | +53.57% | -10.71% | -10.71% | 0.00% | 04:14 | 01:58 | 02:48 | 03:26 | 04:08 | 12:51 | 01:20 | 00:59 |
 | Headdress | 17 | 60.71% | 83.3 | 58.82% | +13.37% | -8.82% | -8.82% | 0.00% | 09:56 | 05:40 | 06:23 | 09:04 | 11:00 | 19:49 | 04:37 | 03:25 |
 | Magic Wand | 24 | 85.71% | 81.3 | 54.17% | +4.17% | +12.50% | +12.50% | 0.00% | 00:48 | -01:29 | -01:29 | -01:29 | 01:52 | 14:09 | 03:21 | 02:28 |
 | Aghanim's Shard | 9 | 32.14% | 79.2 | 66.67% | +19.30% | -16.67% | -16.67% | 0.00% | 19:52 | 15:02 | 15:03 | 18:09 | 23:10 | 27:47 | 08:07 | 06:00 |
 | Ring of Protection | 18 | 64.29% | 77.1 | 55.56% | +5.56% | +24.44% | +19.44% | -1.74% | 12:38 | 03:20 | 12:15 | 12:47 | 15:07 | 17:26 | 02:52 | 02:07 |
 | Linken's Sphere | 5 | 17.86% | 75.0 | 80.00% | +32.17% | -80.00% | +20.00% | 0.00% | 31:25 | 24:38 | 24:38 | 31:51 | 34:48 | 39:01 | 10:10 | 07:31 |
 | Octarine Core | 7 | 25.00% | 72.9 | 71.43% | +23.81% | +28.57% | -21.43% | 0.00% | 31:41 | 11:41 | 16:11 | 36:12 | 37:28 | 47:35 | 21:17 | 15:45 |
 | Buckler | 16 | 57.14% | 70.8 | 56.25% | +6.25% | +18.75% | +18.75% | 0.00% | 14:07 | 10:12 | 12:40 | 13:53 | 15:07 | 17:27 | 02:27 | 01:48 |
 | Cornucopia | 10 | 35.71% | 68.8 | 60.00% | +10.00% | +6.67% | -10.00% | -1.03% | 36:40 | 23:35 | 29:07 | 35:58 | 45:18 | 48:43 | 16:11 | 11:59 |
 | Magic Stick | 10 | 35.71% | 66.7 | 60.00% | +10.00% | +6.67% | -10.00% | -16.67% | -00:44 | -01:29 | -01:29 | -01:29 | 00:21 | 02:04 | 01:50 | 01:21 |
 | Hand of Midas | 8 | 28.57% | 64.6 | 62.50% | +12.50% | +37.50% | -12.50% | -9.04% | 12:33 | 08:11 | 09:27 | 10:11 | 14:59 | 21:40 | 05:32 | 04:05 |
 | Blight Stone | 6 | 21.43% | 62.5 | 66.67% | +16.67% | +33.33% | +33.33% | 0.00% | 07:30 | -01:29 | -01:17 | 05:18 | 13:59 | 16:23 | 15:16 | 11:18 |
 | Aether Lens | 4 | 14.29% | 60.4 | 75.00% | +25.00% | -75.00% | +25.00% | 0.00% | 27:03 | 18:27 | 18:27 | 27:15 | 27:18 | 35:12 | 08:51 | 06:33 |
 | Shadow Blade | 2 | 7.14% | 58.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 46:28 | 44:16 | 44:16 | 48:39 | 48:39 | 48:39 | 04:23 | 03:14 |
 | Refresher Orb | 7 | 25.00% | 56.3 | 57.14% | +4.76% | -7.14% | -7.14% | 0.00% | 43:36 | 38:05 | 39:11 | 45:53 | 46:17 | 48:49 | 07:06 | 05:15 |
 | Wind Lace | 7 | 25.00% | 54.2 | 42.86% | -14.28% | +7.14% | -42.86% | 0.00% | 16:39 | 09:51 | 10:42 | 15:55 | 16:24 | 27:54 | 05:42 | 04:13 |
 | Bracer | 7 | 25.00% | 52.1 | 42.86% | -14.28% | +7.14% | -42.86% | 0.00% | 02:27 | 02:00 | 02:05 | 02:34 | 02:41 | 02:47 | 00:36 | 00:26 |
 | Crown | 4 | 14.29% | 50.0 | 50.00% | -4.17% | +50.00% | -50.00% | 0.00% | 16:52 | 09:33 | 09:33 | 16:23 | 17:02 | 24:28 | 07:29 | 05:32 |
 | Solar Crest | 4 | 14.29% | 47.9 | 50.00% | -4.17% | +50.00% | -50.00% | 0.00% | 18:52 | 12:46 | 12:46 | 16:47 | 19:21 | 26:32 | 06:35 | 04:52 |
 | Medallion of Courage | 4 | 14.29% | 45.8 | 50.00% | -4.17% | +50.00% | +50.00% | 0.00% | 12:56 | 08:55 | 08:55 | 12:04 | 14:20 | 16:23 | 05:25 | 04:00 |
 | Crystalys | 1 | 3.57% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:35 | 1:06:35 | 1:06:35 | 1:06:35 | 1:06:35 | 1:06:35 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.57% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:18 | 29:18 | 29:18 | 29:18 | 29:18 | 29:18 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 3.57% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:52 | 51:52 | 51:52 | 51:52 | 51:52 | 51:52 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.57% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:49 | 36:49 | 36:49 | 36:49 | 36:49 | 36:49 | 00:00 | 00:00 |
 | Silver Edge | 1 | 3.57% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:35 | 1:06:35 | 1:06:35 | 1:06:35 | 1:06:35 | 1:06:35 | 00:00 | 00:00 |
 | Null Talisman | 1 | 3.57% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:28 | 03:28 | 03:28 | 03:28 | 03:28 | 03:28 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 3.57% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:24 | 1:04:24 | 1:04:24 | 1:04:24 | 1:04:24 | 1:04:24 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 3.57% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 00:00 | 00:00 |
 | Vanguard | 1 | 3.57% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 00:00 | 00:00 |
 | Morbid Mask | 7 | 25.00% | 25.0 | 28.57% | -33.33% | +21.43% | +21.43% | 0.00% | 15:23 | 12:16 | 13:27 | 15:16 | 15:46 | 19:58 | 02:19 | 01:42 |
 | Helm of the Dominator | 7 | 25.00% | 22.9 | 28.57% | -33.33% | +21.43% | -28.57% | 0.00% | 12:08 | 08:49 | 11:11 | 12:19 | 12:20 | 15:11 | 01:09 | 00:51 |
 | Ring of Basilius | 7 | 25.00% | 20.8 | 28.57% | -33.33% | -28.57% | -28.57% | 0.00% | 14:04 | 09:40 | 12:39 | 15:08 | 15:16 | 17:21 | 02:37 | 01:56 |
 | Vladmir's Offering | 7 | 25.00% | 18.8 | 28.57% | -33.33% | +21.43% | +21.43% | 0.00% | 17:03 | 14:06 | 14:48 | 16:56 | 17:27 | 21:32 | 02:39 | 01:57 |
 | Helm of Iron Will | 7 | 25.00% | 16.7 | 28.57% | -33.33% | +21.43% | +21.43% | 0.00% | 09:31 | 06:37 | 06:43 | 10:16 | 10:21 | 11:40 | 03:38 | 02:41 |
 | Helm of the Overlord | 7 | 25.00% | 14.6 | 28.57% | -33.33% | +21.43% | +21.43% | 0.00% | 19:52 | 16:49 | 17:20 | 19:59 | 20:18 | 25:05 | 02:58 | 02:11 |
 | Diadem | 7 | 25.00% | 12.5 | 28.57% | -33.33% | -28.57% | -28.57% | 0.00% | 08:40 | 03:04 | 07:25 | 08:38 | 08:45 | 13:36 | 01:20 | 00:59 |
 | Urn of Shadows | 2 | 7.14% | 10.4 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 04:33 | 03:26 | 03:26 | 05:40 | 05:40 | 05:40 | 02:14 | 01:39 |
 | Ring of Health | 5 | 17.86% | 8.3 | 20.00% | -40.87% | +80.00% | -20.00% | 0.00% | 20:11 | 13:04 | 13:04 | 18:35 | 23:36 | 29:15 | 10:32 | 07:48 |
 | Pipe of Insight | 3 | 10.71% | 6.3 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 21:16 | 17:02 | 17:02 | 22:52 | 23:54 | 23:54 | 06:52 | 05:05 |
 | Lotus Orb | 1 | 3.57% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 3.57% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:45 | 12:45 | 12:45 | 12:45 | 12:45 | 12:45 | 00:00 | 00:00 |