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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 | |
 | Octarine Core | 8 | 8.33% | 100.0 | 87.50% | +43.18% | -37.50% | +12.50% | 0.00% | 41:43 | 30:49 | 32:31 | 36:03 | 44:02 | 1:02:52 | 11:31 | 08:31 |
 | Void Stone | 31 | 32.29% | 97.6 | 61.29% | +19.75% | +13.71% | -11.29% | -2.16% | 32:40 | 09:31 | 28:11 | 34:00 | 39:46 | 48:38 | 11:35 | 08:34 |
 | Aether Lens | 14 | 14.58% | 95.2 | 71.43% | +27.53% | -21.43% | +28.57% | 2.29% | 30:18 | 11:45 | 18:26 | 28:42 | 40:14 | 1:02:52 | 21:48 | 16:08 |
 | Black King Bar | 65 | 67.71% | 92.9 | 53.85% | +18.37% | +2.40% | +14.90% | 2.03% | 27:17 | 17:52 | 23:30 | 26:52 | 29:39 | 48:03 | 06:09 | 04:33 |
 | Arcane Blink | 4 | 4.17% | 90.5 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 41:17 | 35:01 | 35:01 | 35:09 | 35:33 | 59:25 | 00:32 | 00:23 |
 | Ring of Health | 23 | 23.96% | 88.1 | 60.87% | +17.03% | +39.13% | +5.80% | -3.58% | 38:24 | 20:39 | 32:14 | 38:45 | 41:32 | 1:05:43 | 09:18 | 06:53 |
 | Arcane Boots | 45 | 46.88% | 85.7 | 53.33% | +10.19% | -7.88% | +1.22% | 1.51% | 12:10 | 04:03 | 07:41 | 10:24 | 13:43 | 42:18 | 06:02 | 04:28 |
 | Boots of Speed | 96 | 100.00% | 83.3 | 47.92% | +47.92% | +6.25% | +14.58% | 1.80% | 07:07 | -01:29 | 04:47 | 07:32 | 09:25 | 18:48 | 04:38 | 03:25 |
 | Blink Dagger | 81 | 84.38% | 81.0 | 48.15% | +1.48% | +6.85% | +1.85% | -0.47% | 22:09 | 11:45 | 15:24 | 21:29 | 26:01 | 41:30 | 10:37 | 07:51 |
 | Aghanim's Shard | 22 | 22.92% | 78.6 | 59.09% | +14.50% | +7.58% | +20.91% | 0.96% | 36:49 | 20:25 | 28:41 | 35:40 | 42:37 | 60:54 | 13:56 | 10:19 |
 | Linken's Sphere | 14 | 14.58% | 76.2 | 64.29% | +19.17% | +10.71% | +35.71% | 6.07% | 41:27 | 34:16 | 39:23 | 41:02 | 43:30 | 51:02 | 04:07 | 03:02 |
 | Refresher Orb | 12 | 12.50% | 73.8 | 66.67% | +21.43% | +33.33% | +33.33% | 0.00% | 45:00 | 31:15 | 35:19 | 40:17 | 50:29 | 1:05:44 | 15:10 | 11:14 |
 | Magic Stick | 48 | 50.00% | 71.4 | 47.92% | 0.00% | +10.41% | -22.92% | -3.58% | 06:35 | -01:29 | 01:46 | 06:19 | 11:05 | 16:14 | 09:19 | 06:54 |
 | Necronomicon (level 2) | 31 | 32.29% | 69.0 | 51.61% | +5.46% | -1.61% | -1.61% | 0.00% | 12:08 | 09:31 | 11:14 | 12:10 | 13:03 | 14:52 | 01:49 | 01:20 |
 | Necronomicon (level 3) | 29 | 30.21% | 66.7 | 51.72% | +5.45% | +5.42% | -8.86% | -6.08% | 15:05 | 12:35 | 13:44 | 15:33 | 16:05 | 18:40 | 02:21 | 01:44 |
 | Wind Lace | 45 | 46.88% | 64.3 | 46.67% | -2.35% | -1.22% | -10.31% | -1.38% | 11:15 | 02:39 | 07:15 | 10:35 | 13:49 | 30:16 | 06:34 | 04:51 |
 | Necronomicon | 42 | 43.75% | 61.9 | 45.24% | -4.76% | +9.31% | +14.76% | 4.95% | 08:00 | 05:49 | 07:15 | 07:58 | 08:21 | 11:23 | 01:06 | 00:48 |
 | Null Talisman | 21 | 21.88% | 59.5 | 52.38% | +5.71% | -12.38% | +27.62% | 40.00% | 00:12 | -01:29 | -01:29 | -01:29 | 02:16 | 03:14 | 03:45 | 02:46 |
 | Solar Crest | 7 | 7.29% | 57.1 | 71.43% | +25.36% | +28.57% | -21.43% | 0.00% | 25:49 | 21:47 | 22:55 | 24:30 | 24:54 | 31:39 | 01:59 | 01:28 |
 | Drum of Endurance | 5 | 5.21% | 54.8 | 80.00% | +33.85% | +20.00% | +20.00% | 0.00% | 16:23 | 12:48 | 12:48 | 16:49 | 16:51 | 18:44 | 04:03 | 03:00 |
 | Magic Wand | 25 | 26.04% | 52.4 | 48.00% | +0.11% | +2.00% | +2.00% | 0.00% | 11:56 | 03:21 | 07:47 | 11:57 | 15:50 | 21:18 | 08:03 | 05:57 |
 | Ring of Basilius | 27 | 28.13% | 50.0 | 44.44% | -4.84% | +26.99% | -30.15% | -20.29% | 04:31 | -01:29 | 02:46 | 04:03 | 05:35 | 14:52 | 02:49 | 02:05 |
 | Chainmail | 16 | 16.67% | 47.6 | 50.00% | +2.50% | -25.00% | +25.00% | 7.58% | 12:56 | 07:01 | 09:25 | 10:58 | 16:01 | 26:02 | 06:36 | 04:53 |
 | Blight Stone | 12 | 12.50% | 45.2 | 50.00% | +2.38% | +16.67% | -16.67% | 0.00% | 13:41 | 07:56 | 09:57 | 11:30 | 16:21 | 26:02 | 06:24 | 04:44 |
 | Medallion of Courage | 12 | 12.50% | 42.9 | 50.00% | +2.38% | +16.67% | -16.67% | 0.00% | 14:23 | 08:35 | 11:22 | 12:10 | 16:21 | 26:02 | 04:59 | 03:41 |
 | Tranquil Boots | 22 | 22.92% | 40.5 | 40.91% | -9.09% | +9.09% | +19.09% | 1.89% | 13:58 | 08:30 | 10:24 | 12:13 | 15:41 | 30:22 | 05:17 | 03:54 |
 | Force Staff | 2 | 2.08% | 38.1 | 100.00% | +53.19% | 0.00% | 0.00% | 0.00% | 29:58 | 28:03 | 28:03 | 31:52 | 31:52 | 31:52 | 03:49 | 02:49 |
 | Aghanim's Scepter | 2 | 2.08% | 35.7 | 100.00% | +53.19% | 0.00% | 0.00% | 0.00% | 46:14 | 44:52 | 44:52 | 47:36 | 47:36 | 47:36 | 02:44 | 02:01 |
 | Shadow Blade | 5 | 5.21% | 33.3 | 60.00% | +12.75% | +40.00% | +40.00% | 0.00% | 36:29 | 26:31 | 26:31 | 31:24 | 39:27 | 54:02 | 12:56 | 09:34 |
 | Headdress | 5 | 5.21% | 31.0 | 60.00% | +12.75% | -60.00% | +40.00% | 0.00% | 13:46 | 05:04 | 05:04 | 16:09 | 16:37 | 22:53 | 11:33 | 08:33 |
 | Ring of Protection | 3 | 3.13% | 28.6 | 66.67% | +19.36% | -66.67% | 0.00% | 0.00% | 17:32 | 12:10 | 12:10 | 19:13 | 21:14 | 21:14 | 09:04 | 06:42 |
 | Guardian Greaves | 3 | 3.13% | 26.2 | 66.67% | +19.36% | -66.67% | 0.00% | 0.00% | 21:03 | 15:37 | 15:37 | 23:21 | 24:11 | 24:11 | 08:34 | 06:20 |
 | Buckler | 3 | 3.13% | 23.8 | 66.67% | +19.36% | -66.67% | 0.00% | 0.00% | 17:32 | 12:10 | 12:10 | 19:13 | 21:14 | 21:14 | 09:04 | 06:42 |
 | Mekansm | 4 | 4.17% | 21.4 | 50.00% | +2.17% | -50.00% | +50.00% | 0.00% | 14:01 | 10:13 | 10:13 | 10:58 | 16:37 | 18:14 | 06:24 | 04:44 |
 | Hood of Defiance | 1 | 1.04% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:56 | 20:56 | 20:56 | 20:56 | 20:56 | 20:56 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.04% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:53 | 1:01:53 | 1:01:53 | 1:01:53 | 1:01:53 | 1:01:53 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.04% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 1.04% | 11.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:23 | 13:23 | 13:23 | 13:23 | 13:23 | 13:23 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.04% | 9.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:18 | 1:09:18 | 1:09:18 | 1:09:18 | 1:09:18 | 1:09:18 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.04% | 7.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 00:00 | 00:00 |
 | Hand of Midas | 5 | 5.21% | 4.8 | 40.00% | -8.35% | +60.00% | -40.00% | 0.00% | 14:45 | 10:09 | 10:09 | 11:57 | 15:33 | 25:11 | 05:24 | 04:00 |
 | Ghost Scepter | 2 | 2.08% | 2.4 | 50.00% | +2.13% | +50.00% | 0.00% | 0.00% | 28:25 | 18:25 | 18:25 | 38:24 | 38:24 | 38:24 | 19:59 | 14:48 |