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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 | |
 | Blight Stone | 5 | 6.25% | 100.0 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 19:21 | 01:22 | 01:22 | 17:41 | 25:05 | 38:15 | 23:43 | 17:34 |
 | Assault Cuirass | 55 | 68.75% | 97.8 | 60.00% | +28.00% | +32.86% | -38.57% | -10.96% | 27:19 | 20:38 | 23:17 | 25:44 | 29:48 | 52:26 | 06:31 | 04:49 |
 | Heaven's Halberd | 12 | 15.00% | 95.7 | 75.00% | +27.94% | -8.33% | -8.33% | 0.00% | 29:39 | 24:47 | 26:44 | 28:09 | 29:45 | 37:17 | 03:01 | 02:14 |
 | Black King Bar | 22 | 27.50% | 93.5 | 63.64% | +17.09% | -13.64% | -3.64% | 1.97% | 33:00 | 22:38 | 29:07 | 31:51 | 34:11 | 48:04 | 05:04 | 03:45 |
 | Helm of the Overlord | 77 | 96.25% | 91.3 | 51.95% | +18.62% | +27.00% | -30.90% | -25.17% | 15:57 | 12:43 | 14:38 | 15:51 | 16:56 | 21:32 | 02:18 | 01:42 |
 | Ring of Basilius | 80 | 100.00% | 89.1 | 51.25% | +51.25% | +23.75% | -26.25% | -23.44% | 10:06 | 02:07 | 09:06 | 10:01 | 11:14 | 13:39 | 02:08 | 01:34 |
 | Helm of Iron Will | 80 | 100.00% | 87.0 | 51.25% | +51.25% | -1.25% | -11.25% | -10.00% | 03:34 | 02:02 | 03:06 | 03:28 | 04:01 | 06:10 | 00:55 | 00:40 |
 | Quelling Blade | 80 | 100.00% | 84.8 | 51.25% | +51.25% | -11.25% | -6.25% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | 01:29 | 00:00 | 00:00 |
 | Ring of Protection | 80 | 100.00% | 82.6 | 51.25% | +51.25% | +3.75% | -21.25% | -9.15% | 07:57 | -01:29 | 08:05 | 09:31 | 10:49 | 13:23 | 02:44 | 02:01 |
 | Morbid Mask | 80 | 100.00% | 80.4 | 51.25% | +51.25% | +23.75% | -36.25% | -34.62% | 12:32 | 09:15 | 11:33 | 12:23 | 13:17 | 15:59 | 01:44 | 01:17 |
 | Crown | 80 | 100.00% | 78.3 | 51.25% | +51.25% | +13.75% | -16.25% | -20.93% | 05:15 | 01:29 | 04:31 | 05:07 | 05:57 | 09:28 | 01:26 | 01:03 |
 | Helm of the Dominator | 80 | 100.00% | 76.1 | 51.25% | +51.25% | +18.75% | -31.25% | -32.97% | 08:30 | 05:46 | 07:42 | 08:18 | 09:13 | 11:27 | 01:31 | 01:07 |
 | Vladmir's Offering | 80 | 100.00% | 73.9 | 51.25% | +51.25% | +23.75% | -36.25% | -33.64% | 13:32 | 10:57 | 12:32 | 13:27 | 14:19 | 16:37 | 01:47 | 01:19 |
 | Buckler | 80 | 100.00% | 71.7 | 51.25% | +51.25% | +13.75% | -11.25% | -12.82% | 10:23 | 05:49 | 09:20 | 10:06 | 11:17 | 14:07 | 01:57 | 01:26 |
 | Sange | 13 | 16.25% | 69.6 | 69.23% | +21.47% | +30.77% | -35.90% | -10.67% | 28:38 | 20:26 | 25:14 | 27:00 | 31:29 | 38:48 | 06:15 | 04:37 |
 | Ring of Health | 6 | 7.50% | 67.4 | 83.33% | +34.68% | +16.67% | +16.67% | 0.00% | 44:25 | 37:26 | 38:51 | 41:11 | 50:00 | 55:56 | 11:09 | 08:15 |
 | Tranquil Boots | 8 | 10.00% | 65.2 | 75.00% | +26.39% | +25.00% | -75.00% | 0.00% | 40:26 | 30:31 | 32:50 | 38:47 | 42:46 | 58:33 | 09:56 | 07:21 |
 | Boots of Speed | 22 | 27.50% | 63.0 | 54.55% | +4.55% | +12.12% | +5.45% | -0.46% | 27:18 | 10:35 | 18:15 | 24:27 | 32:51 | 58:33 | 14:36 | 10:48 |
 | Skull Basher | 9 | 11.25% | 60.9 | 66.67% | +17.37% | -16.67% | -16.67% | 0.00% | 36:03 | 25:25 | 28:47 | 34:23 | 39:06 | 51:09 | 10:19 | 07:38 |
 | Aghanim's Shard | 37 | 46.25% | 58.7 | 45.95% | -9.86% | +31.83% | +9.61% | -4.37% | 23:59 | 15:01 | 18:43 | 20:35 | 23:48 | 1:06:50 | 05:05 | 03:45 |
 | Boots of Bearing | 7 | 8.75% | 56.5 | 71.43% | +22.11% | +28.57% | -71.43% | 0.00% | 42:15 | 33:18 | 33:52 | 40:15 | 42:46 | 58:57 | 08:54 | 06:35 |
 | Abyssal Blade | 5 | 6.25% | 54.3 | 80.00% | +30.67% | +20.00% | +20.00% | 0.00% | 43:40 | 37:56 | 37:56 | 42:20 | 43:14 | 55:59 | 05:18 | 03:55 |
 | Vanguard | 5 | 6.25% | 52.2 | 80.00% | +30.67% | +20.00% | +20.00% | 0.00% | 43:21 | 37:43 | 37:43 | 41:11 | 43:05 | 55:56 | 05:22 | 03:58 |
 | Void Stone | 17 | 21.25% | 50.0 | 52.94% | +2.15% | -2.94% | -2.94% | 0.00% | 33:52 | 21:58 | 24:33 | 34:06 | 40:40 | 53:02 | 16:07 | 11:56 |
 | Magic Stick | 12 | 15.00% | 47.8 | 58.33% | +8.33% | +8.34% | -25.00% | -10.42% | 02:42 | -01:29 | -01:29 | -01:29 | 04:41 | 19:22 | 06:10 | 04:34 |
 | Wind Lace | 38 | 47.50% | 45.7 | 42.11% | -17.41% | +7.89% | -42.11% | -16.13% | 18:05 | 12:52 | 15:54 | 16:52 | 19:00 | 35:20 | 03:06 | 02:17 |
 | Drum of Endurance | 32 | 40.00% | 43.5 | 40.63% | -17.70% | +21.87% | -28.13% | -14.93% | 20:39 | 15:12 | 17:29 | 19:05 | 20:50 | 36:23 | 03:21 | 02:28 |
 | Silver Edge | 2 | 2.50% | 41.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 52:54 | 50:19 | 50:19 | 55:28 | 55:28 | 55:28 | 05:09 | 03:48 |
 | Nullifier | 10 | 12.50% | 39.1 | 50.00% | -1.43% | -16.67% | 0.00% | 1.60% | 35:33 | 23:11 | 29:37 | 29:47 | 40:04 | 58:15 | 10:27 | 07:44 |
 | Scythe of Vyse | 12 | 15.00% | 37.0 | 41.67% | -11.27% | -8.34% | -41.67% | -3.88% | 36:43 | 24:51 | 32:32 | 34:26 | 41:08 | 53:11 | 08:36 | 06:22 |
 | Aghanim's Scepter | 14 | 17.50% | 34.8 | 35.71% | -18.84% | -10.71% | -2.38% | 1.01% | 32:04 | 21:44 | 27:17 | 30:09 | 35:30 | 43:27 | 08:13 | 06:05 |
 | Shadow Blade | 1 | 1.25% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:21 | 46:21 | 46:21 | 46:21 | 46:21 | 46:21 | 00:00 | 00:00 |
 | Desolator | 1 | 1.25% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.25% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 00:00 | 00:00 |
 | Javelin | 1 | 1.25% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.25% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:54 | 49:54 | 49:54 | 49:54 | 49:54 | 49:54 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.25% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.25% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:12 | 45:12 | 45:12 | 45:12 | 45:12 | 45:12 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.25% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 00:00 | 00:00 |
 | Magic Wand | 5 | 6.25% | 15.2 | 40.00% | -12.00% | +60.00% | -40.00% | 0.00% | 09:16 | -01:29 | -01:29 | 12:30 | 16:37 | 19:56 | 18:06 | 13:24 |
 | Refresher Orb | 2 | 2.50% | 13.0 | 50.00% | -1.28% | +50.00% | 0.00% | 0.00% | 55:47 | 50:01 | 50:01 | 1:01:32 | 1:01:32 | 1:01:32 | 11:31 | 08:31 |
 | Chainmail | 2 | 2.50% | 10.9 | 50.00% | -1.28% | +50.00% | 0.00% | 0.00% | 26:30 | 17:41 | 17:41 | 35:19 | 35:19 | 35:19 | 17:38 | 13:03 |
 | Orchid Malevolence | 3 | 3.75% | 8.7 | 33.33% | -18.62% | +66.67% | 0.00% | 0.00% | 23:16 | 22:22 | 22:22 | 22:53 | 24:33 | 24:33 | 02:11 | 01:37 |
 | Boots of Travel | 2 | 2.50% | 6.5 | 0.00% | -52.56% | 0.00% | 0.00% | 0.00% | 52:20 | 48:32 | 48:32 | 56:07 | 56:07 | 56:07 | 07:35 | 05:37 |
 | Blade Mail | 1 | 1.25% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.25% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:43 | 34:43 | 34:43 | 34:43 | 34:43 | 34:43 | 00:00 | 00:00 |