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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 | |
 | Shiva's Guard | 8 | 29.63% | 100.0 | 87.50% | +40.13% | +12.50% | -37.50% | -5.21% | 36:31 | 20:53 | 32:18 | 35:21 | 41:54 | 43:14 | 09:36 | 07:06 |
 | Black King Bar | 18 | 66.67% | 97.4 | 66.67% | +22.23% | +33.33% | +8.33% | -3.13% | 26:30 | 17:46 | 21:19 | 23:53 | 29:19 | 46:16 | 08:00 | 05:55 |
 | Boots of Speed | 27 | 100.00% | 94.7 | 59.26% | +59.26% | -2.12% | +12.17% | 14.29% | 03:31 | 01:40 | 03:03 | 03:36 | 03:53 | 05:48 | 00:50 | 00:37 |
 | Arcane Boots | 27 | 100.00% | 92.1 | 59.26% | +59.26% | -16.40% | +12.17% | 25.59% | 06:21 | 04:23 | 05:50 | 06:21 | 06:57 | 07:32 | 01:07 | 00:49 |
 | Boots of Travel | 8 | 29.63% | 89.5 | 75.00% | +22.37% | -25.00% | -25.00% | 0.00% | 36:14 | 25:02 | 30:49 | 33:49 | 37:03 | 53:04 | 06:14 | 04:37 |
 | Wind Lace | 8 | 29.63% | 86.8 | 75.00% | +22.37% | +25.00% | -25.00% | -4.98% | 12:36 | 03:23 | 06:52 | 09:11 | 16:54 | 24:46 | 10:02 | 07:25 |
 | Blink Dagger | 20 | 74.07% | 84.2 | 60.00% | +2.86% | +20.00% | -20.00% | -4.05% | 29:04 | 17:14 | 22:09 | 26:39 | 32:01 | 52:55 | 09:52 | 07:18 |
 | Kaya | 14 | 51.85% | 81.6 | 64.29% | +10.44% | -39.29% | +2.38% | 4.26% | 27:31 | 18:27 | 19:46 | 25:02 | 29:33 | 44:50 | 09:47 | 07:14 |
 | Magic Wand | 25 | 92.59% | 78.9 | 56.00% | -44.00% | +27.33% | -39.33% | -6.55% | 09:16 | -01:29 | 04:20 | 08:05 | 14:31 | 23:02 | 10:11 | 07:32 |
 | Bottle | 23 | 85.19% | 76.3 | 56.52% | -18.48% | -23.19% | +26.81% | 50.00% | 01:22 | 00:10 | 01:09 | 01:18 | 01:20 | 03:07 | 00:11 | 00:08 |
 | Bloodstone | 23 | 85.19% | 73.7 | 56.52% | -18.48% | +10.15% | -23.19% | -18.70% | 14:26 | 12:18 | 13:20 | 14:18 | 15:07 | 17:09 | 01:47 | 01:19 |
 | Magic Stick | 24 | 88.89% | 71.1 | 54.17% | -45.83% | +12.50% | -20.84% | -33.34% | 03:18 | 00:56 | 02:01 | 02:15 | 02:30 | 16:42 | 00:29 | 00:21 |
 | Sange | 11 | 40.74% | 68.4 | 54.55% | -7.95% | -21.22% | +12.12% | 4.91% | 26:39 | 18:26 | 21:56 | 25:03 | 28:43 | 45:27 | 06:47 | 05:01 |
 | Kaya and Sange | 9 | 33.33% | 65.8 | 55.56% | -5.55% | -5.56% | -5.56% | 0.00% | 28:26 | 21:56 | 23:23 | 25:13 | 29:57 | 45:41 | 06:34 | 04:51 |
 | Mekansm | 4 | 14.81% | 63.2 | 75.00% | +18.48% | +25.00% | +25.00% | 0.00% | 10:59 | 09:53 | 09:53 | 11:07 | 11:10 | 11:46 | 01:17 | 00:57 |
 | Buckler | 4 | 14.81% | 60.5 | 75.00% | +18.48% | +25.00% | +25.00% | 0.00% | 12:14 | 11:11 | 11:11 | 11:38 | 12:43 | 13:24 | 01:32 | 01:08 |
 | Headdress | 4 | 14.81% | 57.9 | 75.00% | +18.48% | +25.00% | +25.00% | 0.00% | 07:32 | 05:55 | 05:55 | 07:15 | 07:34 | 09:25 | 01:39 | 01:13 |
 | Guardian Greaves | 4 | 14.81% | 55.3 | 75.00% | +18.48% | +25.00% | -75.00% | 0.00% | 15:00 | 12:54 | 12:54 | 14:33 | 16:13 | 16:20 | 03:19 | 02:27 |
 | Chainmail | 4 | 14.81% | 52.6 | 75.00% | +18.48% | +25.00% | -75.00% | 0.00% | 09:25 | 07:54 | 07:54 | 08:46 | 10:24 | 10:34 | 02:30 | 01:51 |
 | Ring of Protection | 4 | 14.81% | 50.0 | 75.00% | +18.48% | +25.00% | +25.00% | 0.00% | 12:14 | 11:10 | 11:10 | 11:37 | 12:43 | 13:24 | 01:33 | 01:08 |
 | Quelling Blade | 5 | 18.52% | 47.4 | 60.00% | +0.91% | +40.00% | +40.00% | 0.00% | 08:42 | -01:29 | -01:29 | -01:29 | 21:06 | 26:52 | 22:35 | 16:43 |
 | Void Stone | 6 | 22.22% | 44.7 | 50.00% | -11.90% | 0.00% | +50.00% | 8.02% | 36:58 | 24:02 | 34:17 | 37:10 | 40:31 | 48:06 | 06:14 | 04:37 |
 | Ring of Health | 3 | 11.11% | 42.1 | 66.67% | +8.34% | +33.33% | 0.00% | 0.00% | 17:27 | 16:32 | 16:32 | 16:44 | 19:04 | 19:04 | 02:32 | 01:52 |
 | Hood of Defiance | 3 | 11.11% | 39.5 | 66.67% | +8.34% | +33.33% | 0.00% | 0.00% | 17:51 | 16:52 | 16:52 | 17:17 | 19:23 | 19:23 | 02:31 | 01:51 |
 | Aghanim's Shard | 8 | 29.63% | 36.8 | 37.50% | -30.92% | -37.50% | +12.50% | 3.58% | 38:53 | 23:24 | 31:59 | 34:49 | 45:57 | 56:33 | 13:58 | 10:20 |
 | Ghost Scepter | 4 | 14.81% | 34.2 | 50.00% | -10.87% | +50.00% | +50.00% | 0.00% | 31:22 | 23:12 | 23:12 | 23:46 | 38:49 | 39:42 | 15:37 | 11:34 |
 | Aghanim's Scepter | 1 | 3.70% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:34 | 49:34 | 49:34 | 49:34 | 49:34 | 49:34 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 3.70% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:03 | 25:03 | 25:03 | 25:03 | 25:03 | 25:03 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 3.70% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:48 | 06:48 | 06:48 | 06:48 | 06:48 | 06:48 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 3.70% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.70% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:52 | 39:52 | 39:52 | 39:52 | 39:52 | 39:52 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 3.70% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 3.70% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:41 | 39:41 | 39:41 | 39:41 | 39:41 | 39:41 | 00:00 | 00:00 |
 | Force Staff | 1 | 3.70% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 00:00 | 00:00 |
 | Scythe of Vyse | 5 | 18.52% | 10.5 | 40.00% | -23.64% | -40.00% | +60.00% | 16.39% | 39:34 | 34:25 | 34:25 | 37:40 | 40:31 | 48:06 | 06:06 | 04:31 |
 | Pipe of Insight | 2 | 7.41% | 7.9 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 22:50 | 19:58 | 19:58 | 25:42 | 25:42 | 25:42 | 05:44 | 04:14 |
 | Ethereal Blade | 1 | 3.70% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 00:00 | 00:00 |
 | Wraith Band | 1 | 3.70% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:57 | 05:57 | 05:57 | 05:57 | 05:57 | 05:57 | 00:00 | 00:00 |