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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 | |
 | Boots of Travel 2 | 6 | 11.54% | 100.0 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 53:14 | 38:17 | 45:25 | 47:14 | 1:01:51 | 1:15:13 | 16:26 | 12:10 |
 | Octarine Core | 28 | 53.85% | 97.8 | 71.43% | +38.10% | +28.57% | +14.28% | -2.39% | 30:15 | 21:03 | 26:42 | 28:46 | 32:40 | 52:07 | 05:58 | 04:25 |
 | Aether Lens | 33 | 63.46% | 95.6 | 66.67% | +35.09% | +8.33% | +8.33% | 0.00% | 25:52 | 19:14 | 22:29 | 25:14 | 29:06 | 34:35 | 06:37 | 04:54 |
 | Aghanim's Scepter | 13 | 25.00% | 93.3 | 76.92% | +30.77% | -43.59% | +23.08% | 0.00% | 42:07 | 27:32 | 33:50 | 40:51 | 47:04 | 1:01:46 | 13:14 | 09:48 |
 | Void Stone | 36 | 69.23% | 91.1 | 63.89% | +32.64% | +13.89% | +2.78% | -1.46% | 26:31 | 18:55 | 22:29 | 24:21 | 30:05 | 47:19 | 07:36 | 05:37 |
 | Aghanim's Shard | 36 | 69.23% | 88.9 | 61.11% | +23.61% | -5.55% | +5.56% | 1.63% | 28:25 | 18:04 | 23:30 | 27:49 | 30:18 | 54:27 | 06:48 | 05:02 |
 | Aghanim's Blessing | 7 | 13.46% | 86.7 | 85.71% | +36.82% | -35.71% | +14.29% | 0.00% | 51:41 | 43:14 | 44:00 | 51:20 | 54:24 | 1:01:46 | 10:24 | 07:42 |
 | Refresher Orb | 14 | 26.92% | 84.4 | 71.43% | +24.06% | +3.57% | -4.76% | 0.00% | 44:24 | 33:41 | 38:46 | 41:35 | 48:50 | 60:25 | 10:04 | 07:27 |
 | Boots of Travel | 16 | 30.77% | 82.2 | 68.75% | +21.53% | +6.25% | +6.25% | 0.00% | 36:58 | 14:31 | 30:59 | 35:15 | 38:58 | 60:29 | 07:59 | 05:54 |
 | Blink Dagger | 50 | 96.15% | 80.0 | 56.00% | +56.00% | +28.62% | -22.67% | -10.43% | 19:36 | 10:58 | 16:46 | 19:05 | 21:41 | 39:51 | 04:55 | 03:38 |
 | Boots of Speed | 52 | 100.00% | 77.8 | 53.85% | +53.85% | -7.70% | -7.70% | 0.00% | 02:56 | -01:29 | 02:00 | 02:54 | 03:37 | 06:00 | 01:37 | 01:11 |
 | Black King Bar | 48 | 92.31% | 75.6 | 52.08% | -22.92% | +14.59% | -18.75% | -5.16% | 19:33 | 12:45 | 16:10 | 17:47 | 22:38 | 30:31 | 06:28 | 04:47 |
 | Wraith Band | 28 | 53.85% | 73.3 | 57.14% | +7.14% | 0.00% | +14.29% | 14.06% | 01:43 | -01:29 | 01:22 | 01:53 | 02:23 | 05:10 | 01:01 | 00:45 |
 | Hand of Midas | 46 | 88.46% | 71.1 | 52.17% | -14.50% | -10.50% | -6.72% | 1.58% | 10:15 | 06:26 | 09:01 | 10:12 | 11:25 | 17:48 | 02:24 | 01:46 |
 | Ring of Health | 20 | 38.46% | 68.9 | 60.00% | +10.00% | -20.00% | -20.00% | 0.00% | 29:54 | 01:35 | 05:53 | 35:27 | 41:14 | 60:24 | 35:21 | 26:11 |
 | Magic Wand | 34 | 65.38% | 66.7 | 52.94% | -2.62% | +24.84% | -27.94% | -6.27% | 05:24 | -01:29 | -01:28 | 04:27 | 09:53 | 21:43 | 11:21 | 08:24 |
 | Wind Lace | 19 | 36.54% | 64.4 | 57.89% | +6.37% | +22.11% | +2.11% | -4.51% | 10:22 | -01:29 | 03:36 | 04:41 | 08:02 | 1:03:24 | 04:26 | 03:17 |
 | Arcane Boots | 31 | 59.62% | 62.2 | 51.61% | -5.53% | +10.89% | -1.61% | -2.02% | 08:49 | 03:55 | 05:30 | 08:17 | 11:41 | 17:55 | 06:11 | 04:34 |
 | Aeon Disk | 5 | 9.62% | 60.0 | 80.00% | +28.94% | -80.00% | +20.00% | 0.00% | 48:36 | 43:29 | 43:29 | 45:28 | 50:32 | 59:28 | 07:03 | 05:13 |
 | Overwhelming Blink | 5 | 9.62% | 57.8 | 80.00% | +28.94% | +20.00% | +20.00% | 0.00% | 49:08 | 38:47 | 38:47 | 44:18 | 56:01 | 1:06:41 | 17:14 | 12:45 |
 | Magic Stick | 35 | 67.31% | 55.6 | 45.71% | -24.88% | -1.27% | -12.38% | -3.10% | 03:47 | -01:29 | -01:29 | 02:18 | 05:04 | 21:43 | 06:33 | 04:51 |
 | Quelling Blade | 31 | 59.62% | 53.3 | 45.16% | -21.51% | +17.34% | -7.66% | 0.00% | -00:40 | -01:30 | -01:29 | -01:29 | -01:29 | 08:21 | 00:00 | 00:00 |
 | Ring of Protection | 15 | 28.85% | 51.1 | 53.33% | -0.72% | -3.33% | -3.33% | 0.00% | 13:31 | -01:29 | 11:59 | 14:20 | 15:36 | 18:59 | 03:37 | 02:40 |
 | Shiva's Guard | 11 | 21.15% | 48.9 | 54.55% | +0.89% | -54.55% | +12.12% | 0.00% | 28:54 | 21:34 | 25:35 | 27:19 | 32:18 | 37:32 | 06:43 | 04:58 |
 | Helm of Iron Will | 6 | 11.54% | 46.7 | 66.67% | +14.50% | +33.33% | -66.67% | 0.00% | 28:58 | 10:30 | 11:01 | 28:52 | 45:49 | 46:17 | 34:48 | 25:46 |
 | Buckler | 14 | 26.92% | 44.4 | 50.00% | -5.26% | -25.00% | +16.67% | 0.00% | 14:40 | 09:52 | 13:00 | 14:20 | 16:50 | 18:59 | 03:50 | 02:50 |
 | Guardian Greaves | 14 | 26.92% | 42.2 | 50.00% | -5.26% | 0.00% | +16.67% | 0.00% | 16:11 | 12:14 | 14:42 | 16:19 | 16:59 | 20:48 | 02:17 | 01:41 |
 | Headdress | 15 | 28.85% | 40.0 | 46.67% | -10.09% | -21.67% | +28.33% | 23.26% | 11:35 | 06:42 | 10:32 | 11:11 | 12:41 | 18:58 | 02:09 | 01:35 |
 | Mekansm | 15 | 28.85% | 37.8 | 46.67% | -10.09% | -21.67% | +28.33% | 18.75% | 13:09 | 09:15 | 11:29 | 13:24 | 14:09 | 18:58 | 02:40 | 01:58 |
 | Chainmail | 25 | 48.08% | 35.6 | 40.00% | -26.67% | -6.67% | +26.67% | 4.86% | 10:11 | 03:24 | 05:56 | 10:45 | 12:48 | 18:58 | 06:52 | 05:05 |
 | Tranquil Boots | 2 | 3.85% | 33.3 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 06:22 | 04:56 | 04:56 | 07:48 | 07:48 | 07:48 | 02:52 | 02:07 |
 | Eul's Scepter of Divinity | 2 | 3.85% | 31.1 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 55:35 | 47:24 | 47:24 | 1:03:45 | 1:03:45 | 1:03:45 | 16:21 | 12:06 |
 | Crimson Guard | 2 | 3.85% | 28.9 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 11:33 | 11:16 | 11:16 | 11:49 | 11:49 | 11:49 | 00:33 | 00:24 |
 | Wind Waker | 2 | 3.85% | 26.7 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 55:43 | 47:41 | 47:41 | 1:03:45 | 1:03:45 | 1:03:45 | 16:04 | 11:54 |
 | Vanguard | 6 | 11.54% | 24.4 | 50.00% | -4.35% | -50.00% | +50.00% | 0.00% | 06:29 | 04:34 | 04:49 | 06:57 | 07:27 | 07:44 | 02:38 | 01:57 |
 | Nullifier | 3 | 5.77% | 22.2 | 66.67% | +13.61% | +33.33% | 0.00% | 0.00% | 37:05 | 32:20 | 32:20 | 32:52 | 46:04 | 46:04 | 13:44 | 10:10 |
 | Phase Boots | 9 | 17.31% | 20.0 | 33.33% | -24.81% | -33.33% | +16.67% | 0.00% | 09:16 | 05:06 | 06:25 | 07:11 | 11:07 | 18:38 | 04:42 | 03:28 |
 | Shadow Blade | 1 | 1.92% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:50 | 51:50 | 51:50 | 51:50 | 51:50 | 51:50 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.92% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.92% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 1.92% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:41 | 51:41 | 51:41 | 51:41 | 51:41 | 51:41 | 00:00 | 00:00 |
 | Drum of Endurance | 2 | 3.85% | 8.9 | 50.00% | -4.00% | +50.00% | 0.00% | 0.00% | 13:54 | 12:05 | 12:05 | 15:42 | 15:42 | 15:42 | 03:37 | 02:40 |
 | Hood of Defiance | 1 | 1.92% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:29 | 17:29 | 17:29 | 17:29 | 17:29 | 17:29 | 00:00 | 00:00 |
 | Bracer | 1 | 1.92% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 00:00 | 00:00 |
 | Bottle | 1 | 1.92% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:45 | 01:45 | 01:45 | 01:45 | 01:45 | 01:45 | 00:00 | 00:00 |