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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 | |
 | Assault Cuirass | 18 | 40.00% | 100.0 | 94.44% | +53.70% | +5.56% | -19.44% | -3.10% | 33:41 | 22:43 | 28:45 | 32:34 | 36:49 | 48:46 | 08:04 | 05:58 |
 | Buckler | 19 | 42.22% | 97.7 | 89.47% | +47.16% | +10.53% | -9.47% | -2.37% | 32:14 | 21:22 | 26:45 | 32:22 | 35:11 | 44:37 | 08:26 | 06:14 |
 | Ring of Protection | 19 | 42.22% | 95.3 | 89.47% | +47.16% | +10.53% | -9.47% | -2.37% | 32:13 | 21:22 | 26:45 | 32:22 | 35:11 | 44:16 | 08:26 | 06:14 |
 | Shiva's Guard | 6 | 13.33% | 93.0 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 32:56 | 24:30 | 28:41 | 31:53 | 32:55 | 46:43 | 04:14 | 03:08 |
 | Morbid Mask | 15 | 33.33% | 90.7 | 80.00% | +26.67% | +20.00% | -5.00% | -2.23% | 39:20 | 26:20 | 31:28 | 39:34 | 42:40 | 59:14 | 11:12 | 08:17 |
 | Refresher Orb | 30 | 66.67% | 88.4 | 70.00% | +23.33% | +30.00% | -27.14% | -8.22% | 27:33 | 20:54 | 23:22 | 26:33 | 30:19 | 40:19 | 06:57 | 05:08 |
 | Void Stone | 37 | 82.22% | 86.0 | 67.57% | +30.07% | +21.32% | -12.01% | -5.67% | 20:56 | 06:53 | 17:53 | 19:56 | 23:46 | 39:00 | 05:53 | 04:21 |
 | Black King Bar | 43 | 95.56% | 83.7 | 65.12% | +65.12% | -1.48% | -10.57% | -3.92% | 17:01 | 13:32 | 15:31 | 16:35 | 17:50 | 22:30 | 02:19 | 01:42 |
 | Ring of Health | 36 | 80.00% | 81.4 | 66.67% | +22.23% | +11.11% | 0.00% | -1.80% | 22:05 | 08:31 | 18:09 | 20:23 | 24:19 | 39:00 | 06:10 | 04:34 |
 | Magic Stick | 42 | 93.33% | 79.1 | 64.29% | +30.96% | -0.65% | -4.29% | -1.67% | 02:06 | -01:30 | -01:29 | 01:11 | 03:40 | 17:38 | 05:09 | 03:48 |
 | Magic Wand | 43 | 95.56% | 76.7 | 62.79% | +12.79% | -8.24% | +9.94% | 3.85% | 05:46 | -01:29 | 03:06 | 04:58 | 07:49 | 18:06 | 04:43 | 03:29 |
 | Power Treads | 43 | 95.56% | 74.4 | 62.79% | +12.79% | +19.03% | -26.43% | -25.49% | 07:31 | 04:35 | 06:38 | 07:09 | 08:25 | 11:22 | 01:47 | 01:19 |
 | Boots of Speed | 45 | 100.00% | 72.1 | 62.22% | +62.22% | +1.42% | +1.42% | 0.00% | 03:12 | 00:50 | 01:56 | 02:49 | 04:01 | 07:20 | 02:05 | 01:32 |
 | Bottle | 14 | 31.11% | 69.8 | 71.43% | +13.37% | +3.57% | -4.76% | -8.33% | 01:26 | 01:03 | 01:14 | 01:26 | 01:36 | 01:42 | 00:22 | 00:16 |
 | Blink Dagger | 11 | 24.44% | 67.4 | 72.73% | +13.91% | -6.06% | -39.40% | -3.33% | 32:35 | 20:40 | 25:20 | 31:24 | 35:21 | 50:08 | 10:01 | 07:25 |
 | Wraith Band | 15 | 33.33% | 65.1 | 66.67% | +6.67% | -16.67% | +8.33% | 10.42% | 04:07 | 00:53 | 02:24 | 04:05 | 04:48 | 08:38 | 02:24 | 01:46 |
 | Quelling Blade | 22 | 48.89% | 62.8 | 59.09% | -6.13% | +7.58% | +20.91% | 0.00% | -00:39 | -01:30 | -01:29 | -01:29 | -01:29 | 16:49 | 00:00 | 00:00 |
 | Wind Lace | 8 | 17.78% | 60.5 | 75.00% | +15.54% | -25.00% | -25.00% | 0.00% | 10:39 | 05:26 | 05:28 | 08:23 | 10:25 | 21:33 | 04:57 | 03:40 |
 | Satanic | 10 | 22.22% | 58.1 | 70.00% | +10.00% | +30.00% | -20.00% | -5.14% | 40:39 | 29:38 | 33:22 | 35:12 | 43:06 | 59:30 | 09:44 | 07:12 |
 | Linken's Sphere | 5 | 11.11% | 55.8 | 80.00% | +20.00% | +20.00% | +20.00% | 0.00% | 26:44 | 23:02 | 23:02 | 25:45 | 27:52 | 32:20 | 04:50 | 03:34 |
 | Falcon Blade | 22 | 48.89% | 53.5 | 50.00% | -23.91% | 0.00% | +10.00% | 3.08% | 08:16 | 04:15 | 06:43 | 08:12 | 09:58 | 12:17 | 03:15 | 02:24 |
 | Fluffy Hat | 22 | 48.89% | 51.2 | 50.00% | -23.91% | -16.67% | +30.00% | 19.31% | 07:00 | 02:55 | 05:53 | 06:42 | 08:18 | 10:21 | 02:25 | 01:47 |
 | Sange | 9 | 20.00% | 48.8 | 55.56% | -8.33% | +44.44% | +44.44% | 0.00% | 33:30 | 21:03 | 22:23 | 30:38 | 36:26 | 59:16 | 14:03 | 10:24 |
 | Eye of Skadi | 4 | 8.89% | 46.5 | 75.00% | +14.02% | -75.00% | +25.00% | 0.00% | 31:11 | 25:04 | 25:04 | 29:08 | 30:48 | 39:43 | 05:44 | 04:14 |
 | Eul's Scepter of Divinity | 2 | 4.44% | 44.2 | 100.00% | +39.53% | 0.00% | 0.00% | 0.00% | 25:07 | 21:53 | 21:53 | 28:21 | 28:21 | 28:21 | 06:28 | 04:47 |
 | Orchid Malevolence | 2 | 4.44% | 41.9 | 100.00% | +39.53% | 0.00% | 0.00% | 0.00% | 21:37 | 18:42 | 18:42 | 24:32 | 24:32 | 24:32 | 05:50 | 04:19 |
 | Sange and Yasha | 7 | 15.56% | 39.5 | 57.14% | -6.02% | -7.14% | +42.86% | 0.00% | 36:14 | 21:51 | 27:26 | 34:05 | 36:41 | 59:16 | 09:15 | 06:51 |
 | Yasha | 8 | 17.78% | 37.2 | 50.00% | -14.86% | 0.00% | +50.00% | 0.00% | 31:22 | 11:37 | 19:32 | 32:24 | 32:56 | 59:16 | 13:24 | 09:55 |
 | Aghanim's Scepter | 3 | 6.67% | 34.9 | 66.67% | +4.77% | +33.33% | 0.00% | 0.00% | 40:54 | 38:21 | 38:21 | 41:15 | 43:06 | 43:06 | 04:45 | 03:31 |
 | Phase Boots | 1 | 2.22% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:01 | 09:01 | 09:01 | 09:01 | 09:01 | 09:01 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 2.22% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:24 | 44:24 | 44:24 | 44:24 | 44:24 | 44:24 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 2.22% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:44 | 38:44 | 38:44 | 38:44 | 38:44 | 38:44 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.22% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:32 | 56:32 | 56:32 | 56:32 | 56:32 | 56:32 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 2.22% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.22% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.22% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:24 | 39:24 | 39:24 | 39:24 | 39:24 | 39:24 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.22% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.22% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:51 | 11:51 | 11:51 | 11:51 | 11:51 | 11:51 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 2.22% | 11.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:40 | 56:40 | 56:40 | 56:40 | 56:40 | 56:40 | 00:00 | 00:00 |
 | Swift Blink | 1 | 2.22% | 9.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:59 | 60:59 | 60:59 | 60:59 | 60:59 | 60:59 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 4.44% | 7.0 | 50.00% | -12.79% | +50.00% | 0.00% | 0.00% | 10:13 | 04:20 | 04:20 | 16:06 | 16:06 | 16:06 | 11:46 | 08:42 |
 | Hand of Midas | 2 | 4.44% | 4.7 | 50.00% | -12.79% | +50.00% | 0.00% | 0.00% | 13:49 | 12:26 | 12:26 | 15:11 | 15:11 | 15:11 | 02:45 | 02:02 |
 | Chainmail | 2 | 4.44% | 2.3 | 50.00% | -12.79% | +50.00% | 0.00% | 0.00% | 14:40 | 08:11 | 08:11 | 21:08 | 21:08 | 21:08 | 12:57 | 09:35 |