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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 | |
 | Wraith Band | 15 | 83.33% | 100.0 | 66.67% | +66.67% | +8.33% | -41.67% | -50.00% | 02:22 | 00:53 | 02:05 | 02:19 | 02:30 | 04:21 | 00:25 | 00:18 |
 | Ring of Protection | 8 | 44.44% | 97.4 | 75.00% | +35.00% | +25.00% | +25.00% | 0.00% | 25:41 | 10:30 | 12:26 | 14:29 | 38:57 | 41:11 | 26:31 | 19:38 |
 | Buckler | 8 | 44.44% | 94.9 | 75.00% | +35.00% | +25.00% | +25.00% | 0.00% | 25:48 | 10:35 | 12:26 | 14:29 | 39:53 | 41:12 | 27:27 | 20:20 |
 | Assault Cuirass | 5 | 27.78% | 92.3 | 80.00% | +33.85% | -80.00% | +20.00% | 11.45% | 41:08 | 33:44 | 33:44 | 41:12 | 42:28 | 47:57 | 08:44 | 06:28 |
 | Aghanim's Scepter | 5 | 27.78% | 89.7 | 80.00% | +33.85% | +20.00% | +20.00% | 0.00% | 26:53 | 19:43 | 19:43 | 27:37 | 29:27 | 34:56 | 09:44 | 07:12 |
 | Boots of Speed | 18 | 100.00% | 87.2 | 55.56% | +55.56% | -15.56% | +44.44% | 33.03% | 04:39 | 02:09 | 03:42 | 04:47 | 05:31 | 07:09 | 01:49 | 01:20 |
 | Magic Stick | 16 | 88.89% | 84.6 | 50.00% | -50.00% | 0.00% | +25.00% | 6.07% | 05:37 | -01:29 | 02:50 | 04:42 | 06:57 | 19:34 | 04:07 | 03:02 |
 | Dragon Lance | 14 | 77.78% | 82.1 | 50.00% | -25.00% | 0.00% | +50.00% | 29.41% | 13:59 | 10:34 | 11:50 | 12:02 | 13:32 | 33:51 | 01:42 | 01:15 |
 | Chainmail | 4 | 22.22% | 79.5 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 07:58 | 03:48 | 03:48 | 08:08 | 09:29 | 10:26 | 05:41 | 04:12 |
 | Headdress | 4 | 22.22% | 76.9 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 07:28 | 06:22 | 06:22 | 07:06 | 07:36 | 08:49 | 01:14 | 00:54 |
 | Guardian Greaves | 4 | 22.22% | 74.4 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 15:18 | 14:07 | 14:07 | 15:33 | 15:40 | 15:51 | 01:33 | 01:08 |
 | Arcane Boots | 4 | 22.22% | 71.8 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 08:19 | 05:26 | 05:26 | 06:38 | 07:55 | 13:16 | 02:29 | 01:50 |
 | Mekansm | 4 | 22.22% | 69.2 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 11:02 | 10:06 | 10:06 | 11:01 | 11:16 | 11:46 | 01:10 | 00:51 |
 | Heaven's Halberd | 2 | 11.11% | 66.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:11 | 30:03 | 30:03 | 30:18 | 30:18 | 30:18 | 00:15 | 00:11 |
 | Sange | 2 | 11.11% | 64.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 27:54 | 27:05 | 27:05 | 28:43 | 28:43 | 28:43 | 01:38 | 01:12 |
 | Magic Wand | 15 | 83.33% | 61.5 | 46.67% | -53.33% | +3.33% | +28.33% | 6.58% | 07:21 | 02:48 | 03:52 | 07:09 | 07:40 | 19:55 | 03:48 | 02:48 |
 | Fluffy Hat | 12 | 66.67% | 59.0 | 50.00% | -16.67% | +16.67% | +16.67% | 0.00% | 20:02 | 09:08 | 12:47 | 19:57 | 24:00 | 34:24 | 11:13 | 08:18 |
 | Force Staff | 12 | 66.67% | 56.4 | 50.00% | -16.67% | +16.67% | +16.67% | 0.00% | 22:15 | 13:13 | 17:30 | 22:41 | 24:00 | 35:13 | 06:30 | 04:48 |
 | Power Treads | 13 | 72.22% | 53.8 | 46.15% | -33.85% | -46.15% | +53.85% | 56.07% | 07:54 | 06:20 | 06:35 | 08:06 | 08:22 | 10:01 | 01:47 | 01:19 |
 | Hurricane Pike | 11 | 61.11% | 51.3 | 45.45% | -25.98% | +21.22% | +21.22% | 0.00% | 23:26 | 16:47 | 17:59 | 23:20 | 24:18 | 35:47 | 06:19 | 04:40 |
 | Aghanim's Shard | 8 | 44.44% | 48.7 | 50.00% | -10.00% | 0.00% | 0.00% | 0.00% | 33:59 | 18:38 | 24:51 | 31:11 | 37:14 | 50:17 | 12:23 | 09:10 |
 | Black King Bar | 12 | 66.67% | 46.2 | 41.67% | -41.66% | +25.00% | -41.67% | -12.70% | 23:32 | 16:28 | 19:45 | 21:42 | 25:00 | 37:29 | 05:15 | 03:53 |
 | Blink Dagger | 3 | 16.67% | 43.6 | 66.67% | +13.34% | +33.33% | 0.00% | 0.00% | 27:09 | 24:59 | 24:59 | 25:22 | 31:07 | 31:07 | 06:08 | 04:32 |
 | Quelling Blade | 3 | 16.67% | 41.0 | 66.67% | +13.34% | -66.67% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Manta Style | 4 | 22.22% | 38.5 | 50.00% | -7.14% | -50.00% | +50.00% | 0.00% | 28:25 | 19:51 | 19:51 | 28:16 | 32:28 | 33:06 | 12:37 | 09:20 |
 | Ring of Health | 4 | 22.22% | 35.9 | 50.00% | -7.14% | -50.00% | +50.00% | 0.00% | 28:58 | 19:46 | 19:46 | 24:35 | 28:12 | 43:20 | 08:26 | 06:14 |
 | Boots of Travel | 1 | 5.56% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:43 | 19:43 | 19:43 | 19:43 | 19:43 | 19:43 | 00:00 | 00:00 |
 | Bloodstone | 1 | 5.56% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 00:00 | 00:00 |
 | Yasha | 5 | 27.78% | 28.2 | 40.00% | -21.54% | -40.00% | +60.00% | 7.91% | 24:46 | 15:29 | 15:29 | 26:38 | 28:08 | 31:02 | 12:39 | 09:22 |
 | Linken's Sphere | 2 | 11.11% | 25.6 | 50.00% | -6.25% | -50.00% | 0.00% | 0.00% | 38:31 | 32:02 | 32:02 | 44:59 | 44:59 | 44:59 | 12:57 | 09:35 |
 | Hood of Defiance | 2 | 11.11% | 23.1 | 50.00% | -6.25% | -50.00% | 0.00% | 0.00% | 22:28 | 19:46 | 19:46 | 25:10 | 25:10 | 25:10 | 05:24 | 04:00 |
 | Eye of Skadi | 2 | 11.11% | 20.5 | 50.00% | -6.25% | +50.00% | 0.00% | 0.00% | 34:30 | 31:45 | 31:45 | 37:14 | 37:14 | 37:14 | 05:29 | 04:03 |
 | Wind Lace | 2 | 11.11% | 17.9 | 50.00% | -6.25% | -50.00% | 0.00% | 0.00% | 10:22 | 03:57 | 03:57 | 16:47 | 16:47 | 16:47 | 12:50 | 09:30 |
 | Void Stone | 4 | 22.22% | 15.4 | 25.00% | -39.29% | -25.00% | -25.00% | 0.00% | 36:57 | 26:17 | 26:17 | 34:05 | 43:20 | 44:04 | 17:03 | 12:37 |
 | Bottle | 4 | 22.22% | 12.8 | 25.00% | -39.29% | -25.00% | -25.00% | 0.00% | 01:37 | 01:12 | 01:12 | 01:31 | 01:41 | 02:02 | 00:29 | 00:21 |
 | Nullifier | 1 | 5.56% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:05 | 58:05 | 58:05 | 58:05 | 58:05 | 58:05 | 00:00 | 00:00 |
 | Null Talisman | 1 | 5.56% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:18 | 05:18 | 05:18 | 05:18 | 05:18 | 05:18 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 5.56% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:31 | 54:31 | 54:31 | 54:31 | 54:31 | 54:31 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 11.11% | 2.6 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 39:08 | 34:11 | 34:11 | 44:04 | 44:04 | 44:04 | 09:53 | 07:19 |