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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 | |
 | Eye of Skadi | 20 | 37.74% | 100.0 | 70.00% | +30.61% | +10.00% | -10.00% | -3.04% | 27:15 | 19:42 | 23:05 | 26:08 | 29:40 | 37:01 | 06:35 | 04:52 |
 | Crystalys | 7 | 13.21% | 97.6 | 85.71% | +40.06% | +14.29% | -35.71% | -19.48% | 30:54 | 27:22 | 27:56 | 29:11 | 30:30 | 37:33 | 02:34 | 01:54 |
 | Daedalus | 4 | 7.55% | 95.1 | 100.00% | +53.06% | 0.00% | 0.00% | 0.00% | 34:19 | 32:18 | 32:18 | 33:04 | 33:53 | 37:59 | 01:35 | 01:10 |
 | Magic Wand | 42 | 79.25% | 92.7 | 54.76% | +18.40% | -27.49% | +5.24% | 5.01% | 07:39 | 00:54 | 03:21 | 06:35 | 09:53 | 20:31 | 06:32 | 04:50 |
 | Magic Stick | 43 | 81.13% | 90.2 | 53.49% | +13.49% | +19.24% | -8.04% | -23.05% | 02:35 | -01:29 | -01:29 | 00:37 | 02:40 | 19:58 | 04:09 | 03:04 |
 | Power Treads | 53 | 100.00% | 87.8 | 50.94% | +50.94% | +18.29% | -4.79% | -10.99% | 08:14 | 05:09 | 06:55 | 08:16 | 09:01 | 15:21 | 02:06 | 01:33 |
 | Boots of Speed | 53 | 100.00% | 85.4 | 50.94% | +50.94% | +10.60% | -12.48% | -11.17% | 06:14 | 02:00 | 05:15 | 06:21 | 07:19 | 10:59 | 02:04 | 01:31 |
 | Morbid Mask | 36 | 67.92% | 82.9 | 50.00% | -2.94% | -16.67% | +16.67% | 7.49% | 07:34 | 03:08 | 03:36 | 04:44 | 08:03 | 44:03 | 04:27 | 03:17 |
 | Yasha | 34 | 64.15% | 80.5 | 50.00% | -2.63% | +5.56% | 0.00% | -1.99% | 14:30 | 11:29 | 12:29 | 13:17 | 15:17 | 22:43 | 02:48 | 02:04 |
 | Ring of Health | 27 | 50.94% | 78.0 | 51.85% | +1.85% | +19.58% | -8.99% | -1.84% | 13:00 | 02:40 | 03:04 | 06:45 | 18:36 | 47:24 | 15:32 | 11:30 |
 | Void Stone | 27 | 50.94% | 75.6 | 51.85% | +1.85% | -8.99% | -8.99% | 0.00% | 15:45 | 06:34 | 09:52 | 11:25 | 19:35 | 36:10 | 09:43 | 07:11 |
 | Linken's Sphere | 27 | 50.94% | 73.2 | 51.85% | +1.85% | +33.86% | -8.99% | -8.06% | 19:54 | 13:22 | 14:49 | 15:50 | 20:08 | 47:24 | 05:19 | 03:56 |
 | Ethereal Blade | 32 | 60.38% | 70.7 | 50.00% | -2.38% | +25.00% | 0.00% | -5.79% | 22:39 | 14:02 | 20:44 | 22:19 | 25:03 | 30:41 | 04:19 | 03:11 |
 | Black King Bar | 32 | 60.38% | 68.3 | 50.00% | -2.38% | +25.00% | -12.50% | -4.42% | 29:27 | 19:18 | 25:11 | 29:41 | 33:40 | 41:54 | 08:29 | 06:17 |
 | Butterfly | 3 | 5.66% | 65.9 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 35:17 | 31:20 | 31:20 | 32:57 | 41:34 | 41:34 | 10:14 | 07:34 |
 | Quelling Blade | 30 | 56.60% | 63.4 | 50.00% | -2.17% | 0.00% | -21.43% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:17 | 00:00 | 00:00 |
 | Ghost Scepter | 34 | 64.15% | 61.0 | 47.06% | -10.83% | +8.50% | +2.94% | -1.11% | 21:08 | 11:10 | 18:25 | 20:52 | 23:26 | 30:23 | 05:01 | 03:42 |
 | Manta Style | 29 | 54.72% | 58.5 | 48.28% | -5.89% | +8.86% | +8.86% | 0.00% | 18:00 | 15:14 | 16:03 | 17:43 | 19:39 | 22:29 | 03:36 | 02:40 |
 | Satanic | 9 | 16.98% | 56.1 | 55.56% | +5.56% | -5.56% | -5.56% | 0.00% | 33:29 | 24:09 | 26:57 | 34:07 | 36:19 | 44:15 | 09:22 | 06:56 |
 | Aghanim's Scepter | 13 | 24.53% | 53.7 | 46.15% | -6.35% | +20.52% | -12.82% | -3.39% | 28:20 | 20:21 | 21:43 | 29:40 | 31:33 | 38:18 | 09:50 | 07:17 |
 | Dragon Lance | 3 | 5.66% | 51.2 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 12:14 | 11:39 | 11:39 | 12:23 | 12:40 | 12:40 | 01:01 | 00:45 |
 | Aghanim's Blessing | 1 | 1.89% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.89% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 00:00 | 00:00 |
 | Fluffy Hat | 9 | 16.98% | 43.9 | 22.22% | -34.60% | +27.78% | -22.22% | -7.32% | 07:02 | 01:51 | 02:55 | 06:31 | 09:45 | 11:10 | 06:50 | 05:03 |
 | Aeon Disk | 2 | 3.77% | 41.5 | 50.00% | -0.98% | +50.00% | 0.00% | 0.00% | 36:56 | 34:48 | 34:48 | 39:03 | 39:03 | 39:03 | 04:15 | 03:08 |
 | Refresher Orb | 2 | 3.77% | 39.0 | 50.00% | -0.98% | +50.00% | 0.00% | 0.00% | 39:40 | 34:29 | 34:29 | 44:50 | 44:50 | 44:50 | 10:21 | 07:40 |
 | Bottle | 2 | 3.77% | 36.6 | 50.00% | -0.98% | -50.00% | 0.00% | 0.00% | 01:47 | 01:46 | 01:46 | 01:47 | 01:47 | 01:47 | 00:01 | 00:00 |
 | Wind Lace | 3 | 5.66% | 34.1 | 33.33% | -18.67% | -33.33% | 0.00% | 0.00% | 18:07 | 15:28 | 15:28 | 17:49 | 21:03 | 21:03 | 05:35 | 04:08 |
 | Wraith Band | 4 | 7.55% | 31.7 | 25.00% | -28.06% | -25.00% | +75.00% | 0.00% | 09:24 | -01:29 | -01:29 | 05:24 | 05:56 | 27:44 | 07:25 | 05:29 |
 | Falcon Blade | 8 | 15.09% | 29.3 | 12.50% | -45.28% | +37.50% | -12.50% | -16.30% | 09:02 | 06:49 | 07:16 | 07:40 | 10:20 | 12:04 | 03:04 | 02:16 |
 | Swift Blink | 1 | 1.89% | 26.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:54 | 41:54 | 41:54 | 41:54 | 41:54 | 41:54 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.89% | 24.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:34 | 35:34 | 35:34 | 35:34 | 35:34 | 35:34 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 3.77% | 22.0 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 26:43 | 25:08 | 25:08 | 28:17 | 28:17 | 28:17 | 03:09 | 02:20 |
 | Monkey King Bar | 1 | 1.89% | 19.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:21 | 47:21 | 47:21 | 47:21 | 47:21 | 47:21 | 00:00 | 00:00 |
 | Sange | 1 | 1.89% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:01 | 18:01 | 18:01 | 18:01 | 18:01 | 18:01 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.89% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.89% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 00:00 | 00:00 |
 | Javelin | 1 | 1.89% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:06 | 44:06 | 44:06 | 44:06 | 44:06 | 44:06 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.89% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:12 | 52:12 | 52:12 | 52:12 | 52:12 | 52:12 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.89% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 1.89% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 00:00 | 00:00 |