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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 | 17 | 36.96% | 100.0 | 82.35% | +30.63% | -32.35% | +17.65% | 44.78% | 02:16 | -01:29 | 01:41 | 02:04 | 02:48 | 04:30 | 01:07 | 00:49 |
 | Eye of Skadi | 37 | 80.43% | 97.7 | 67.57% | +23.13% | +21.32% | -12.01% | -6.41% | 25:47 | 19:20 | 22:14 | 24:12 | 27:26 | 40:21 | 05:12 | 03:51 |
 | Magic Stick | 44 | 95.65% | 95.5 | 63.64% | +13.64% | +9.09% | +9.09% | 0.00% | 02:30 | -01:29 | -01:29 | 01:17 | 03:03 | 21:58 | 04:32 | 03:21 |
 | Magic Wand | 44 | 95.65% | 93.2 | 63.64% | +13.64% | 0.00% | -9.09% | -1.40% | 06:43 | 00:51 | 02:36 | 05:33 | 09:06 | 21:58 | 06:30 | 04:48 |
 | Boots of Speed | 46 | 100.00% | 90.9 | 63.04% | +63.04% | +3.63% | +0.60% | -2.00% | 04:00 | 01:46 | 03:19 | 03:52 | 04:50 | 06:25 | 01:31 | 01:07 |
 | Yasha | 46 | 100.00% | 88.6 | 63.04% | +63.04% | +11.96% | -17.59% | -9.43% | 11:15 | 08:17 | 09:49 | 10:58 | 12:57 | 15:06 | 03:08 | 02:19 |
 | Power Treads | 46 | 100.00% | 86.4 | 63.04% | +63.04% | -4.71% | +0.60% | 3.62% | 06:14 | 04:17 | 05:27 | 06:01 | 06:55 | 09:16 | 01:28 | 01:05 |
 | Daedalus | 25 | 54.35% | 84.1 | 68.00% | +10.86% | -18.00% | -18.00% | 0.00% | 32:30 | 25:02 | 27:48 | 31:32 | 34:54 | 47:34 | 07:06 | 05:15 |
 | Black King Bar | 15 | 32.61% | 81.8 | 73.33% | +15.27% | +26.67% | +26.67% | 0.00% | 38:16 | 31:13 | 33:11 | 37:45 | 41:12 | 50:13 | 08:01 | 05:56 |
 | Dragon Lance | 31 | 67.39% | 79.5 | 64.52% | +4.52% | -27.02% | +35.48% | 13.20% | 13:33 | 08:20 | 10:41 | 12:26 | 15:25 | 24:16 | 04:44 | 03:30 |
 | Wind Lace | 7 | 15.22% | 77.3 | 85.71% | +26.74% | -35.71% | +14.29% | 0.00% | 11:15 | 05:13 | 06:14 | 09:52 | 10:07 | 26:23 | 03:53 | 02:52 |
 | Manta Style | 34 | 73.91% | 75.0 | 61.76% | -4.91% | +16.02% | -36.76% | -17.50% | 15:11 | 11:34 | 13:35 | 14:36 | 16:36 | 21:04 | 03:01 | 02:14 |
 | Quelling Blade | 37 | 80.43% | 72.7 | 59.46% | -18.32% | +18.32% | -15.02% | 0.00% | -01:07 | -01:29 | -01:29 | -01:29 | -01:29 | 09:47 | 00:00 | 00:00 |
 | Crystalys | 30 | 65.22% | 70.5 | 56.67% | -18.33% | -6.67% | -13.81% | -0.84% | 29:47 | 19:32 | 25:10 | 28:50 | 33:40 | 41:07 | 08:30 | 06:17 |
 | Aghanim's Shard | 24 | 52.17% | 68.2 | 58.33% | -9.85% | -25.00% | +8.34% | 4.05% | 29:51 | 20:01 | 24:08 | 27:09 | 32:22 | 47:29 | 08:14 | 06:05 |
 | Butterfly | 18 | 39.13% | 65.9 | 61.11% | -3.18% | -21.11% | -11.11% | 1.12% | 25:11 | 18:45 | 20:49 | 23:06 | 29:43 | 33:30 | 08:54 | 06:35 |
 | Javelin | 12 | 26.09% | 63.6 | 66.67% | +4.91% | 0.00% | -33.34% | -2.77% | 29:46 | 16:03 | 19:22 | 27:58 | 31:24 | 51:58 | 12:02 | 08:54 |
 | Morbid Mask | 3 | 6.52% | 61.4 | 100.00% | +39.53% | 0.00% | 0.00% | 0.00% | 36:47 | 35:22 | 35:22 | 37:16 | 37:43 | 37:43 | 02:21 | 01:44 |
 | Sange | 11 | 23.91% | 59.1 | 63.64% | +0.78% | +3.03% | +3.03% | 0.00% | 15:41 | 12:13 | 14:27 | 15:06 | 15:20 | 20:46 | 00:53 | 00:39 |
 | Sange and Yasha | 11 | 23.91% | 56.8 | 63.64% | +0.78% | +3.03% | +3.03% | 0.00% | 15:55 | 12:39 | 14:27 | 15:21 | 15:25 | 20:59 | 00:58 | 00:42 |
 | Monkey King Bar | 9 | 19.57% | 54.5 | 66.67% | +4.51% | -16.67% | -16.67% | 0.00% | 30:35 | 19:42 | 21:37 | 28:26 | 33:08 | 52:06 | 11:31 | 08:31 |
 | Aghanim's Scepter | 23 | 50.00% | 52.3 | 52.17% | -21.74% | -2.17% | -2.17% | 0.00% | 25:46 | 17:45 | 19:36 | 24:26 | 29:54 | 38:34 | 10:18 | 07:37 |
 | Fluffy Hat | 8 | 17.39% | 50.0 | 62.50% | -0.66% | +37.50% | -12.50% | 0.00% | 32:37 | 27:04 | 28:46 | 30:52 | 35:18 | 38:05 | 06:32 | 04:50 |
 | Hurricane Pike | 8 | 17.39% | 47.7 | 62.50% | -0.66% | +37.50% | -12.50% | 0.00% | 32:58 | 27:25 | 29:17 | 31:18 | 35:31 | 38:26 | 06:14 | 04:37 |
 | Force Staff | 8 | 17.39% | 45.5 | 62.50% | -0.66% | +37.50% | -12.50% | 0.00% | 32:37 | 27:04 | 28:46 | 30:53 | 35:18 | 38:05 | 06:32 | 04:50 |
 | Blink Dagger | 6 | 13.04% | 43.2 | 66.67% | +4.17% | +33.33% | -66.67% | 0.00% | 33:56 | 21:26 | 24:06 | 30:16 | 46:01 | 46:41 | 21:55 | 16:14 |
 | Buckler | 2 | 4.35% | 40.9 | 100.00% | +38.64% | 0.00% | 0.00% | 0.00% | 39:13 | 37:51 | 37:51 | 40:35 | 40:35 | 40:35 | 02:44 | 02:01 |
 | Maelstrom | 2 | 4.35% | 38.6 | 100.00% | +38.64% | 0.00% | 0.00% | 0.00% | 29:41 | 27:58 | 27:58 | 31:24 | 31:24 | 31:24 | 03:26 | 02:32 |
 | Ring of Protection | 2 | 4.35% | 36.4 | 100.00% | +38.64% | 0.00% | 0.00% | 0.00% | 39:13 | 37:51 | 37:51 | 40:35 | 40:35 | 40:35 | 02:44 | 02:01 |
 | Mjollnir | 2 | 4.35% | 34.1 | 100.00% | +38.64% | 0.00% | 0.00% | 0.00% | 31:34 | 29:58 | 29:58 | 33:10 | 33:10 | 33:10 | 03:12 | 02:22 |
 | Aghanim's Blessing | 4 | 8.70% | 31.8 | 50.00% | -14.29% | -50.00% | +50.00% | 0.00% | 43:11 | 39:15 | 39:15 | 41:30 | 41:34 | 50:24 | 02:19 | 01:42 |
 | Swift Blink | 4 | 8.70% | 29.5 | 50.00% | -14.29% | +50.00% | -50.00% | 0.00% | 40:36 | 32:52 | 32:52 | 33:29 | 46:45 | 49:16 | 13:53 | 10:17 |
 | Assault Cuirass | 1 | 2.17% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 2.17% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 2.17% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:45 | 29:45 | 29:45 | 29:45 | 29:45 | 29:45 | 00:00 | 00:00 |
 | Satanic | 1 | 2.17% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 2.17% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:29 | 31:29 | 31:29 | 31:29 | 31:29 | 31:29 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 4.35% | 15.9 | 50.00% | -13.64% | +50.00% | 0.00% | 0.00% | 24:20 | 20:30 | 20:30 | 28:10 | 28:10 | 28:10 | 07:40 | 05:40 |
 | Divine Rapier | 3 | 6.52% | 13.6 | 33.33% | -31.79% | -33.33% | 0.00% | 0.00% | 51:27 | 44:17 | 44:17 | 51:56 | 58:08 | 58:08 | 13:51 | 10:15 |
 | Void Stone | 4 | 8.70% | 11.4 | 25.00% | -41.67% | +75.00% | -25.00% | 0.00% | 45:19 | 20:25 | 20:25 | 28:06 | 47:34 | 1:25:09 | 27:09 | 20:06 |
 | Ring of Health | 4 | 8.70% | 9.1 | 25.00% | -41.67% | +75.00% | -25.00% | 0.00% | 45:11 | 20:05 | 20:05 | 27:56 | 47:34 | 1:25:09 | 27:29 | 20:21 |
 | Moon Shard | 1 | 2.17% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:51 | 56:51 | 56:51 | 56:51 | 56:51 | 56:51 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.17% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:46 | 1:08:46 | 1:08:46 | 1:08:46 | 1:08:46 | 1:08:46 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.17% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:25:09 | 1:25:09 | 1:25:09 | 1:25:09 | 1:25:09 | 1:25:09 | 00:00 | 00:00 |