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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 | 37 | 46.84% | 100.0 | 67.57% | +29.47% | -23.13% | +21.32% | 6.68% | 24:56 | 14:10 | 21:46 | 24:13 | 28:25 | 38:02 | 06:39 | 04:55 |
 | Buckler | 37 | 46.84% | 97.9 | 67.57% | +29.47% | -23.13% | +21.32% | 6.52% | 23:30 | 10:52 | 18:59 | 23:24 | 25:48 | 37:34 | 06:49 | 05:02 |
 | Ring of Protection | 51 | 64.56% | 95.8 | 64.71% | +36.14% | +4.52% | +12.21% | 0.40% | 13:49 | -01:29 | 03:43 | 10:52 | 23:06 | 36:40 | 19:23 | 14:21 |
 | Mekansm | 44 | 55.70% | 93.8 | 63.64% | +26.50% | +9.09% | 0.00% | -1.06% | 17:20 | 08:46 | 12:50 | 14:41 | 21:25 | 31:28 | 08:35 | 06:21 |
 | Chainmail | 50 | 63.29% | 91.7 | 60.00% | +22.07% | +16.92% | -1.67% | -1.66% | 17:19 | 08:05 | 11:15 | 14:11 | 22:27 | 33:37 | 11:12 | 08:17 |
 | Black King Bar | 10 | 12.66% | 89.6 | 80.00% | +32.17% | -13.33% | +20.00% | 0.00% | 38:23 | 26:34 | 31:30 | 38:08 | 42:56 | 53:04 | 11:26 | 08:28 |
 | Aghanim's Scepter | 53 | 67.09% | 87.5 | 58.49% | +20.03% | +10.74% | +3.05% | -1.42% | 20:47 | 14:18 | 16:29 | 18:43 | 21:55 | 47:43 | 05:26 | 04:01 |
 | Blink Dagger | 44 | 55.70% | 85.4 | 59.09% | +16.23% | +13.64% | +4.55% | -0.97% | 27:28 | 16:33 | 22:26 | 26:19 | 31:51 | 39:40 | 09:25 | 06:58 |
 | Headdress | 65 | 82.28% | 83.3 | 55.38% | +19.67% | +13.37% | +0.87% | -1.19% | 15:57 | 06:13 | 10:24 | 14:58 | 20:55 | 31:16 | 10:31 | 07:47 |
 | Arcane Boots | 76 | 96.20% | 81.3 | 53.95% | +53.95% | +9.21% | -22.37% | -10.30% | 09:52 | 05:30 | 07:17 | 08:28 | 10:21 | 27:55 | 03:04 | 02:16 |
 | Shiva's Guard | 7 | 8.86% | 79.2 | 85.71% | +37.10% | +14.29% | +14.29% | 0.00% | 38:49 | 32:24 | 34:55 | 38:39 | 39:24 | 48:05 | 04:29 | 03:19 |
 | Boots of Speed | 78 | 98.73% | 77.1 | 52.56% | +52.56% | +7.44% | -15.72% | -11.68% | 05:53 | 00:06 | 04:49 | 05:37 | 06:48 | 12:17 | 01:59 | 01:28 |
 | Soul Ring | 24 | 30.38% | 75.0 | 62.50% | +15.23% | +20.83% | -12.50% | -10.10% | 05:19 | 02:50 | 03:34 | 04:25 | 06:52 | 13:18 | 03:18 | 02:26 |
 | Aeon Disk | 11 | 13.92% | 72.9 | 72.73% | +24.20% | -39.40% | +27.27% | 9.39% | 41:12 | 33:36 | 35:01 | 36:25 | 42:07 | 1:08:07 | 07:06 | 05:15 |
 | Quelling Blade | 67 | 84.81% | 70.8 | 50.75% | -7.58% | +2.19% | +2.19% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:20 | 00:00 | 00:00 |
 | Magic Stick | 46 | 58.23% | 68.8 | 52.17% | +0.65% | +22.83% | -6.72% | -4.61% | 07:59 | -01:29 | 03:18 | 06:24 | 09:43 | 29:18 | 06:25 | 04:45 |
 | Magic Wand | 37 | 46.84% | 66.7 | 54.05% | +4.05% | +1.51% | +23.73% | 2.48% | 12:05 | 03:13 | 06:55 | 09:43 | 15:52 | 29:18 | 08:57 | 06:37 |
 | Ring of Health | 53 | 67.09% | 64.6 | 50.94% | -2.91% | -4.79% | -4.79% | 0.00% | 20:37 | 05:05 | 12:49 | 20:06 | 25:34 | 48:03 | 12:45 | 09:26 |
 | Pipe of Insight | 36 | 45.57% | 62.5 | 52.78% | +1.62% | -8.34% | -30.56% | -2.89% | 22:24 | 13:55 | 18:01 | 22:06 | 25:42 | 31:38 | 07:41 | 05:41 |
 | Hood of Defiance | 44 | 55.70% | 60.4 | 50.00% | -4.29% | -4.55% | -13.64% | -0.81% | 18:21 | 09:14 | 12:23 | 18:12 | 23:33 | 27:06 | 11:10 | 08:16 |
 | Null Talisman | 44 | 55.70% | 58.3 | 50.00% | -4.29% | +22.73% | +13.64% | -4.74% | 02:55 | -01:29 | 01:42 | 02:26 | 03:37 | 13:36 | 01:55 | 01:25 |
 | Bottle | 59 | 74.68% | 56.3 | 44.07% | -30.93% | +15.93% | -4.07% | -14.81% | 02:56 | 00:39 | 02:13 | 02:46 | 03:34 | 09:26 | 01:21 | 01:00 |
 | Void Stone | 23 | 29.11% | 54.2 | 52.17% | +0.38% | -2.17% | -2.17% | 0.00% | 34:49 | 21:14 | 27:16 | 33:14 | 41:43 | 48:03 | 14:27 | 10:42 |
 | Lotus Orb | 14 | 17.72% | 52.1 | 57.14% | +6.37% | -7.14% | +9.53% | 2.24% | 31:10 | 21:23 | 26:47 | 30:24 | 34:13 | 47:11 | 07:26 | 05:30 |
 | Refresher Orb | 5 | 6.33% | 50.0 | 80.00% | +30.00% | -80.00% | +20.00% | 0.00% | 48:26 | 44:17 | 44:17 | 48:15 | 50:33 | 53:06 | 06:16 | 04:38 |
 | Aghanim's Shard | 11 | 13.92% | 47.9 | 54.55% | +3.08% | +45.45% | -21.22% | -9.76% | 29:02 | 20:01 | 24:35 | 30:31 | 31:25 | 37:45 | 06:50 | 05:03 |
 | Aghanim's Blessing | 2 | 2.53% | 45.8 | 100.00% | +49.35% | 0.00% | 0.00% | 0.00% | 54:45 | 52:45 | 52:45 | 56:44 | 56:44 | 56:44 | 03:59 | 02:57 |
 | Bloodstone | 2 | 2.53% | 43.8 | 100.00% | +49.35% | 0.00% | 0.00% | 0.00% | 32:09 | 26:52 | 26:52 | 37:25 | 37:25 | 37:25 | 10:33 | 07:48 |
 | Kaya | 2 | 2.53% | 41.7 | 100.00% | +49.35% | 0.00% | 0.00% | 0.00% | 25:33 | 23:53 | 23:53 | 27:13 | 27:13 | 27:13 | 03:20 | 02:28 |
 | Wind Lace | 10 | 12.66% | 39.6 | 50.00% | -2.17% | -16.67% | 0.00% | 0.00% | 25:39 | 11:52 | 19:50 | 23:49 | 32:46 | 34:43 | 12:56 | 09:34 |
 | Crown | 10 | 12.66% | 37.5 | 40.00% | -13.62% | -40.00% | +60.00% | 0.00% | 25:16 | 07:47 | 18:37 | 22:37 | 33:37 | 42:14 | 15:00 | 11:06 |
 | Fluffy Hat | 3 | 3.80% | 35.4 | 66.67% | +15.35% | +33.33% | 0.00% | 0.00% | 22:02 | 14:32 | 14:32 | 16:08 | 35:26 | 35:26 | 20:54 | 15:28 |
 | Solar Crest | 8 | 10.13% | 33.3 | 37.50% | -16.02% | -37.50% | +12.50% | 0.00% | 28:09 | 18:04 | 23:54 | 27:51 | 32:46 | 34:59 | 08:52 | 06:34 |
 | Ring of Basilius | 4 | 5.06% | 31.3 | 50.00% | -2.00% | +50.00% | -50.00% | 0.00% | 09:56 | 01:23 | 01:23 | 01:26 | 03:32 | 33:21 | 02:09 | 01:35 |
 | Medallion of Courage | 9 | 11.39% | 29.2 | 33.33% | -20.96% | -33.33% | +16.67% | 0.00% | 27:14 | 15:53 | 22:35 | 27:49 | 31:15 | 33:42 | 08:40 | 06:25 |
 | Blight Stone | 9 | 11.39% | 27.1 | 33.33% | -20.96% | -33.33% | +16.67% | 0.00% | 27:09 | 15:53 | 22:35 | 27:49 | 31:01 | 33:37 | 08:26 | 06:14 |
 | Octarine Core | 1 | 1.27% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.27% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 1.27% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 00:00 | 00:00 |
 | Dagon | 1 | 1.27% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 00:00 | 00:00 |
 | Scythe of Vyse | 5 | 6.33% | 16.7 | 40.00% | -12.70% | -40.00% | +60.00% | 0.00% | 44:57 | 38:58 | 38:58 | 41:43 | 47:26 | 56:24 | 08:28 | 06:16 |
 | Sange | 2 | 2.53% | 14.6 | 50.00% | -1.95% | +50.00% | 0.00% | 0.00% | 34:19 | 32:08 | 32:08 | 36:29 | 36:29 | 36:29 | 04:21 | 03:13 |
 | Heaven's Halberd | 2 | 2.53% | 12.5 | 50.00% | -1.95% | +50.00% | 0.00% | 0.00% | 36:58 | 33:05 | 33:05 | 40:50 | 40:50 | 40:50 | 07:45 | 05:44 |
 | Linken's Sphere | 3 | 3.80% | 10.4 | 33.33% | -19.30% | -33.33% | 0.00% | 0.00% | 38:20 | 33:15 | 33:15 | 36:54 | 44:52 | 44:52 | 11:37 | 08:36 |
 | Helm of Iron Will | 2 | 2.53% | 8.3 | 0.00% | -53.25% | 0.00% | 0.00% | 0.00% | 14:35 | 06:37 | 06:37 | 22:33 | 22:33 | 22:33 | 15:56 | 11:48 |
 | Crimson Guard | 1 | 1.27% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 1.27% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:24 | 10:24 | 10:24 | 10:24 | 10:24 | 10:24 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.27% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:21 | 20:21 | 20:21 | 20:21 | 20:21 | 20:21 | 00:00 | 00:00 |