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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 | 19 | 30.65% | 100.0 | 78.95% | +32.44% | +21.05% | +1.05% | -1.21% | 28:14 | 11:32 | 19:26 | 28:43 | 35:58 | 44:10 | 16:32 | 12:14 |
 | Pipe of Insight | 30 | 48.39% | 98.0 | 70.00% | +26.25% | -7.50% | -27.14% | -3.64% | 19:08 | 13:51 | 15:56 | 17:46 | 21:20 | 30:20 | 05:24 | 04:00 |
 | Linken's Sphere | 5 | 8.06% | 96.1 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 41:25 | 30:30 | 30:30 | 36:24 | 37:30 | 1:10:46 | 07:00 | 05:11 |
 | Scythe of Vyse | 8 | 12.90% | 94.1 | 87.50% | +35.65% | +12.50% | -37.50% | 0.00% | 37:24 | 25:40 | 29:38 | 37:28 | 41:01 | 49:25 | 11:23 | 08:25 |
 | Magic Wand | 54 | 87.10% | 92.2 | 59.26% | +21.76% | -2.12% | +2.28% | 0.50% | 06:18 | -01:29 | -01:28 | 07:44 | 10:12 | 22:25 | 11:40 | 08:38 |
 | Ring of Basilius | 10 | 16.13% | 90.2 | 80.00% | +28.08% | -13.33% | +20.00% | 1.89% | 13:34 | 02:13 | 06:25 | 08:44 | 24:02 | 25:32 | 17:37 | 13:02 |
 | Headdress | 60 | 96.77% | 88.2 | 58.33% | +58.33% | -5.00% | +1.67% | 1.22% | 10:48 | 04:47 | 07:33 | 09:47 | 13:02 | 21:42 | 05:29 | 04:03 |
 | Ring of Health | 45 | 72.58% | 86.3 | 60.00% | +12.94% | +3.64% | -5.45% | -0.85% | 09:18 | 01:30 | 03:01 | 06:47 | 13:42 | 43:54 | 10:41 | 07:54 |
 | Quelling Blade | 30 | 48.39% | 84.3 | 63.33% | +13.33% | -13.33% | -34.76% | 0.00% | -00:46 | -01:30 | -01:29 | -01:29 | -01:29 | 19:40 | 00:00 | 00:00 |
 | Blink Dagger | 38 | 61.29% | 82.4 | 60.53% | +10.53% | +19.47% | -16.09% | -3.70% | 26:19 | 16:15 | 21:31 | 25:10 | 31:08 | 47:10 | 09:37 | 07:07 |
 | Arcane Boots | 62 | 100.00% | 80.4 | 56.45% | +56.45% | +6.05% | +16.88% | 3.46% | 06:59 | 03:30 | 04:56 | 06:40 | 08:04 | 15:30 | 03:08 | 02:19 |
 | Boots of Speed | 62 | 100.00% | 78.4 | 56.45% | +56.45% | -0.20% | +3.55% | 1.09% | 04:31 | 01:31 | 02:48 | 04:08 | 06:14 | 09:22 | 03:26 | 02:32 |
 | Magic Stick | 42 | 67.74% | 76.5 | 59.52% | +9.52% | +4.12% | +20.48% | 2.52% | 06:08 | -01:29 | -01:29 | 05:15 | 07:58 | 1:14:45 | 09:27 | 07:00 |
 | Chainmail | 51 | 82.26% | 74.5 | 56.86% | +2.31% | +20.06% | +12.37% | -1.96% | 11:25 | 06:58 | 08:41 | 10:01 | 12:36 | 25:05 | 03:55 | 02:54 |
 | Buckler | 50 | 80.65% | 72.5 | 56.00% | -2.33% | +5.54% | +2.33% | -0.56% | 15:53 | 09:38 | 12:44 | 14:51 | 18:25 | 27:04 | 05:41 | 04:12 |
 | Ring of Protection | 50 | 80.65% | 70.6 | 56.00% | -2.33% | -2.15% | +2.33% | 0.82% | 14:04 | -01:29 | 11:02 | 12:58 | 16:30 | 26:43 | 05:28 | 04:02 |
 | Heaven's Halberd | 4 | 6.45% | 68.6 | 100.00% | +46.55% | 0.00% | 0.00% | 0.00% | 29:03 | 26:10 | 26:10 | 28:47 | 30:36 | 30:39 | 04:26 | 03:17 |
 | Mekansm | 49 | 79.03% | 66.7 | 55.10% | -6.44% | +19.90% | -5.10% | -6.91% | 13:01 | 08:41 | 10:30 | 12:02 | 14:07 | 28:32 | 03:37 | 02:40 |
 | Guardian Greaves | 47 | 75.81% | 64.7 | 55.32% | -4.68% | +11.35% | -5.32% | -3.51% | 17:34 | 11:14 | 14:07 | 16:26 | 18:52 | 31:36 | 04:45 | 03:31 |
 | Vanguard | 25 | 40.32% | 62.7 | 60.00% | +5.95% | +6.67% | -10.00% | -4.15% | 07:58 | 05:11 | 05:41 | 07:55 | 09:42 | 15:56 | 04:01 | 02:58 |
 | Sange | 6 | 9.68% | 60.8 | 83.33% | +29.76% | -33.33% | +16.67% | 0.00% | 25:00 | 21:06 | 22:25 | 24:11 | 28:15 | 28:22 | 05:50 | 04:19 |
 | Lotus Orb | 8 | 12.90% | 58.8 | 75.00% | +21.30% | +25.00% | -25.00% | 0.00% | 30:37 | 23:12 | 25:16 | 28:15 | 32:33 | 44:53 | 07:17 | 05:23 |
 | Crimson Guard | 13 | 20.97% | 56.9 | 61.54% | +6.44% | +5.13% | +5.13% | 0.00% | 17:46 | 12:48 | 13:32 | 17:32 | 19:41 | 27:49 | 06:09 | 04:33 |
 | Helm of Iron Will | 13 | 20.97% | 54.9 | 61.54% | +6.44% | +5.13% | +5.13% | 0.00% | 15:51 | 10:23 | 11:48 | 16:11 | 17:36 | 25:46 | 05:48 | 04:17 |
 | Cornucopia | 3 | 4.84% | 52.9 | 100.00% | +45.76% | 0.00% | 0.00% | 0.00% | 49:12 | 31:56 | 31:56 | 46:59 | 1:08:40 | 1:08:40 | 36:44 | 27:12 |
 | Morbid Mask | 3 | 4.84% | 51.0 | 100.00% | +45.76% | 0.00% | 0.00% | 0.00% | 26:24 | 24:04 | 24:04 | 25:32 | 29:35 | 29:35 | 05:31 | 04:05 |
 | Vladmir's Offering | 3 | 4.84% | 49.0 | 100.00% | +45.76% | 0.00% | 0.00% | 0.00% | 26:38 | 24:04 | 24:04 | 25:39 | 30:12 | 30:12 | 06:08 | 04:32 |
 | Hood of Defiance | 11 | 17.74% | 47.1 | 63.64% | +8.74% | -30.31% | -30.31% | 0.00% | 15:18 | 09:10 | 11:03 | 15:43 | 16:57 | 22:05 | 05:54 | 04:22 |
 | Aghanim's Scepter | 15 | 24.19% | 45.1 | 53.33% | -4.12% | -28.33% | +21.67% | 6.34% | 34:25 | 26:17 | 29:29 | 34:07 | 37:22 | 43:56 | 07:53 | 05:50 |
 | Aghanim's Shard | 8 | 12.90% | 43.1 | 62.50% | +6.94% | -12.50% | +37.50% | 0.00% | 24:15 | 15:43 | 16:46 | 18:29 | 27:22 | 44:45 | 10:36 | 07:51 |
 | Null Talisman | 16 | 25.81% | 41.2 | 50.00% | -8.70% | 0.00% | +25.00% | 12.82% | 05:08 | -01:29 | 01:33 | 02:20 | 03:30 | 23:45 | 01:57 | 01:26 |
 | Soul Ring | 11 | 17.74% | 39.2 | 54.55% | -2.31% | +12.12% | +12.12% | 0.00% | 13:13 | 08:27 | 08:57 | 11:22 | 13:34 | 25:01 | 04:37 | 03:25 |
 | Black King Bar | 14 | 22.58% | 37.3 | 50.00% | -8.33% | 0.00% | -16.67% | -1.21% | 35:37 | 22:37 | 26:55 | 34:00 | 40:44 | 1:01:44 | 13:49 | 10:14 |
 | Boots of Travel | 2 | 3.23% | 35.3 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 51:23 | 43:18 | 43:18 | 59:28 | 59:28 | 59:28 | 16:10 | 11:58 |
 | Wraith Pact | 2 | 3.23% | 33.3 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 28:30 | 26:38 | 26:38 | 30:22 | 30:22 | 30:22 | 03:44 | 02:45 |
 | Aeon Disk | 2 | 3.23% | 31.4 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 43:36 | 29:20 | 29:20 | 57:51 | 57:51 | 57:51 | 28:31 | 21:07 |
 | Octarine Core | 2 | 3.23% | 29.4 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 27:50 | 11:40 | 11:40 | 43:59 | 43:59 | 43:59 | 32:19 | 23:56 |
 | Shiva's Guard | 2 | 3.23% | 27.5 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 42:15 | 38:24 | 38:24 | 46:05 | 46:05 | 46:05 | 07:41 | 05:41 |
 | Wind Lace | 6 | 9.68% | 25.5 | 50.00% | -7.14% | -50.00% | +50.00% | 0.00% | 09:25 | -01:29 | 04:28 | 08:22 | 16:49 | 19:01 | 12:21 | 09:08 |
 | Solar Crest | 3 | 4.84% | 23.5 | 66.67% | +10.74% | +33.33% | 0.00% | 0.00% | 19:03 | 17:55 | 17:55 | 19:11 | 20:03 | 20:03 | 02:08 | 01:34 |
 | Blight Stone | 3 | 4.84% | 21.6 | 66.67% | +10.74% | -66.67% | 0.00% | 0.00% | 15:10 | 10:59 | 10:59 | 15:29 | 19:01 | 19:01 | 08:02 | 05:57 |
 | Medallion of Courage | 3 | 4.84% | 19.6 | 66.67% | +10.74% | -66.67% | 0.00% | 0.00% | 15:11 | 11:03 | 11:03 | 15:29 | 19:01 | 19:01 | 07:58 | 05:54 |
 | Crown | 3 | 4.84% | 17.6 | 66.67% | +10.74% | -66.67% | 0.00% | 0.00% | 17:23 | 16:18 | 16:18 | 16:49 | 19:01 | 19:01 | 02:43 | 02:00 |
 | Fluffy Hat | 8 | 12.90% | 15.7 | 37.50% | -21.76% | +12.50% | +12.50% | 0.00% | 19:05 | 12:54 | 13:28 | 17:43 | 19:20 | 27:33 | 05:52 | 04:20 |
 | Kaya and Sange | 1 | 1.61% | 13.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:30 | 24:30 | 24:30 | 24:30 | 24:30 | 24:30 | 00:00 | 00:00 |
 | Radiance | 1 | 1.61% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 00:00 | 00:00 |
 | Force Staff | 5 | 8.06% | 9.8 | 40.00% | -17.89% | -40.00% | -40.00% | 0.00% | 24:19 | 18:49 | 18:49 | 25:06 | 27:59 | 29:06 | 09:10 | 06:47 |
 | Refresher Orb | 2 | 3.23% | 7.8 | 50.00% | -6.67% | -50.00% | 0.00% | 0.00% | 49:06 | 47:07 | 47:07 | 51:04 | 51:04 | 51:04 | 03:57 | 02:55 |
 | Hand of Midas | 2 | 3.23% | 5.9 | 50.00% | -6.67% | +50.00% | 0.00% | 0.00% | 16:52 | 16:07 | 16:07 | 17:36 | 17:36 | 17:36 | 01:29 | 01:05 |
 | Kaya | 2 | 3.23% | 3.9 | 50.00% | -6.67% | +50.00% | 0.00% | 0.00% | 36:17 | 21:13 | 21:13 | 51:20 | 51:20 | 51:20 | 30:07 | 22:18 |
 | Glimmer Cape | 1 | 1.61% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:22 | 16:22 | 16:22 | 16:22 | 16:22 | 16:22 | 00:00 | 00:00 |