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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 | |
 | Ring of Protection | 13 | 54.17% | 100.0 | 61.54% | +43.36% | +38.46% | -28.21% | -16.88% | 03:11 | -01:29 | -01:29 | 02:00 | 05:26 | 12:32 | 06:55 | 05:07 |
 | Soul Ring | 12 | 50.00% | 97.4 | 58.33% | +33.33% | +8.34% | -25.00% | -11.43% | 04:59 | 02:16 | 02:58 | 03:32 | 05:53 | 12:33 | 02:55 | 02:09 |
 | Power Treads | 11 | 45.83% | 94.7 | 54.55% | +23.78% | -21.22% | -21.22% | 0.00% | 08:56 | 07:09 | 07:39 | 08:17 | 09:22 | 12:28 | 01:43 | 01:16 |
 | Boots of Speed | 24 | 100.00% | 92.1 | 41.67% | +41.67% | +8.33% | -8.34% | -7.30% | 05:35 | -01:29 | 04:31 | 05:11 | 06:48 | 09:42 | 02:17 | 01:41 |
 | Magic Stick | 24 | 100.00% | 89.5 | 41.67% | +41.67% | -25.00% | -8.34% | 2.74% | 03:23 | -01:29 | 00:15 | 01:18 | 06:20 | 16:12 | 06:05 | 04:30 |
 | Aghanim's Shard | 15 | 62.50% | 86.8 | 46.67% | +13.34% | +3.33% | -21.67% | -6.41% | 20:26 | 15:08 | 15:56 | 18:09 | 19:50 | 37:08 | 03:54 | 02:53 |
 | Magic Wand | 15 | 62.50% | 84.2 | 46.67% | +13.34% | -21.67% | +28.33% | 5.66% | 09:32 | 02:13 | 04:12 | 09:21 | 13:02 | 18:35 | 08:50 | 06:32 |
 | Quelling Blade | 2 | 8.33% | 81.6 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 02:11 | -01:29 | -01:29 | 05:50 | 05:50 | 05:50 | 07:19 | 05:25 |
 | Eul's Scepter of Divinity | 2 | 8.33% | 78.9 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 22:36 | 21:17 | 21:17 | 23:54 | 23:54 | 23:54 | 02:37 | 01:56 |
 | Void Stone | 2 | 8.33% | 76.3 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 17:06 | 13:00 | 13:00 | 21:12 | 21:12 | 21:12 | 08:12 | 06:04 |
 | Blink Dagger | 16 | 66.67% | 73.7 | 43.75% | +6.25% | +6.25% | -18.75% | -4.25% | 17:06 | 11:00 | 12:35 | 14:06 | 18:28 | 32:39 | 05:53 | 04:21 |
 | Black King Bar | 10 | 41.67% | 71.1 | 50.00% | +14.29% | +16.67% | 0.00% | -3.58% | 27:17 | 24:22 | 24:59 | 26:45 | 29:38 | 31:07 | 04:39 | 03:26 |
 | Fluffy Hat | 5 | 20.83% | 68.4 | 60.00% | +23.16% | -60.00% | +40.00% | 5.19% | 14:33 | -01:29 | -01:29 | 17:17 | 20:46 | 26:13 | 22:15 | 16:28 |
 | Force Staff | 3 | 12.50% | 65.8 | 66.67% | +28.57% | +33.33% | 0.00% | 0.00% | 24:06 | 17:37 | 17:37 | 26:46 | 27:54 | 27:54 | 10:17 | 07:37 |
 | Aghanim's Scepter | 3 | 12.50% | 63.2 | 66.67% | +28.57% | -66.67% | 0.00% | 0.00% | 25:24 | 22:24 | 22:24 | 24:06 | 29:42 | 29:42 | 07:18 | 05:24 |
 | Wind Lace | 11 | 45.83% | 60.5 | 36.36% | -9.79% | +63.64% | -36.36% | -19.42% | 18:58 | 13:42 | 13:51 | 17:12 | 19:00 | 33:06 | 05:09 | 03:48 |
 | Blight Stone | 12 | 50.00% | 57.9 | 33.33% | -16.67% | 0.00% | 0.00% | 0.00% | 10:33 | -01:29 | -01:29 | 05:04 | 17:52 | 33:06 | 19:21 | 14:20 |
 | Bracer | 4 | 16.67% | 55.3 | 50.00% | +10.00% | -50.00% | +50.00% | 100.00% | 05:00 | 02:42 | 02:42 | 02:45 | 03:12 | 11:19 | 00:30 | 00:22 |
 | Chainmail | 9 | 37.50% | 52.6 | 33.33% | -13.34% | -33.33% | -33.33% | 0.00% | 18:58 | 05:22 | 09:42 | 16:41 | 24:56 | 33:06 | 15:14 | 11:17 |
 | Mekansm | 1 | 4.17% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:56 | 24:56 | 24:56 | 24:56 | 24:56 | 24:56 | 00:00 | 00:00 |
 | Buckler | 1 | 4.17% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 00:00 | 00:00 |
 | Headdress | 1 | 4.17% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:56 | 24:56 | 24:56 | 24:56 | 24:56 | 24:56 | 00:00 | 00:00 |
 | Aether Lens | 1 | 4.17% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 4.17% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 00:00 | 00:00 |
 | Arcane Boots | 6 | 25.00% | 36.8 | 33.33% | -11.11% | -33.33% | +66.67% | 4.71% | 17:32 | 07:50 | 10:21 | 10:26 | 31:35 | 31:37 | 21:14 | 15:43 |
 | Crown | 7 | 29.17% | 34.2 | 28.57% | -18.49% | +21.43% | +21.43% | 0.00% | 19:53 | 14:41 | 16:00 | 18:12 | 19:00 | 33:06 | 03:00 | 02:13 |
 | Medallion of Courage | 8 | 33.33% | 31.6 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 18:47 | 08:12 | 09:42 | 15:56 | 21:53 | 33:06 | 12:11 | 09:01 |
 | Drum of Endurance | 2 | 8.33% | 28.9 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 19:33 | 18:24 | 18:24 | 20:41 | 20:41 | 20:41 | 02:17 | 01:41 |
 | Tranquil Boots | 2 | 8.33% | 26.3 | 50.00% | +9.09% | +50.00% | 0.00% | 0.00% | 17:36 | 13:51 | 13:51 | 21:20 | 21:20 | 21:20 | 07:29 | 05:32 |
 | Helm of Iron Will | 2 | 8.33% | 23.7 | 50.00% | +9.09% | +50.00% | 0.00% | 0.00% | 23:59 | 15:59 | 15:59 | 31:58 | 31:58 | 31:58 | 15:59 | 11:50 |
 | Helm of the Dominator | 2 | 8.33% | 21.1 | 50.00% | +9.09% | +50.00% | 0.00% | 0.00% | 29:41 | 20:17 | 20:17 | 39:05 | 39:05 | 39:05 | 18:48 | 13:55 |
 | Daedalus | 2 | 8.33% | 18.4 | 50.00% | +9.09% | +50.00% | 0.00% | 0.00% | 38:39 | 30:16 | 30:16 | 47:01 | 47:01 | 47:01 | 16:45 | 12:24 |
 | Crystalys | 3 | 12.50% | 15.8 | 33.33% | -9.53% | +66.67% | 0.00% | 0.00% | 36:18 | 26:25 | 26:25 | 37:13 | 45:17 | 45:17 | 18:52 | 13:58 |
 | Solar Crest | 6 | 25.00% | 13.2 | 16.67% | -33.33% | -16.67% | -16.67% | 0.00% | 23:11 | 17:36 | 19:28 | 20:36 | 25:29 | 33:06 | 06:01 | 04:27 |
 | Shadow Blade | 1 | 4.17% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 00:00 | 00:00 |
 | Silver Edge | 1 | 4.17% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 4.17% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:30 | 52:30 | 52:30 | 52:30 | 52:30 | 52:30 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 4.17% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 00:00 | 00:00 |