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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 Basilius | 7 | 41.18% | 100.0 | 85.71% | +65.71% | -35.71% | +14.29% | 46.88% | 07:03 | 06:21 | 06:23 | 06:53 | 07:27 | 07:53 | 01:04 | 00:47 |
 | Blink Dagger | 3 | 17.65% | 97.6 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 37:30 | 33:54 | 33:54 | 36:19 | 42:18 | 42:18 | 08:24 | 06:13 |
 | Magic Wand | 11 | 64.71% | 95.1 | 63.64% | +46.97% | -63.64% | +36.36% | 12.12% | 06:09 | -01:29 | 01:22 | 07:00 | 09:37 | 12:31 | 08:15 | 06:06 |
 | Manta Style | 10 | 58.82% | 92.7 | 60.00% | +31.43% | -26.67% | -10.00% | 5.99% | 19:51 | 16:12 | 17:16 | 18:33 | 20:03 | 29:31 | 02:47 | 02:03 |
 | Magic Stick | 15 | 88.24% | 90.2 | 53.33% | +53.33% | -28.33% | -3.33% | 0.00% | -00:09 | -01:29 | -01:29 | -01:29 | -01:29 | 09:12 | 00:00 | 00:00 |
 | Eye of Skadi | 16 | 94.12% | 87.8 | 50.00% | +50.00% | 0.00% | +25.00% | 5.51% | 25:41 | 21:05 | 21:54 | 24:20 | 26:26 | 34:11 | 04:32 | 03:21 |
 | Morbid Mask | 6 | 35.29% | 85.4 | 66.67% | +30.31% | +33.33% | -66.67% | -17.91% | 40:08 | 35:35 | 37:38 | 38:54 | 43:13 | 43:55 | 05:35 | 04:08 |
 | Satanic | 6 | 35.29% | 82.9 | 66.67% | +30.31% | +33.33% | -66.67% | -18.18% | 41:07 | 36:15 | 38:09 | 39:20 | 43:39 | 47:21 | 05:30 | 04:04 |
 | Quelling Blade | 17 | 100.00% | 80.5 | 47.06% | +47.06% | -47.06% | +2.94% | 0.00% | -01:21 | -01:29 | -01:29 | -01:29 | -01:29 | 00:49 | 00:00 | 00:00 |
 | Power Treads | 17 | 100.00% | 78.0 | 47.06% | +47.06% | +2.94% | -22.06% | -14.56% | 06:27 | 05:01 | 05:15 | 06:12 | 06:58 | 09:37 | 01:43 | 01:16 |
 | Boots of Speed | 17 | 100.00% | 75.6 | 47.06% | +47.06% | +27.94% | -22.06% | -22.22% | 03:51 | 01:33 | 02:21 | 03:28 | 04:36 | 09:07 | 02:15 | 01:40 |
 | Yasha | 17 | 100.00% | 73.2 | 47.06% | +47.06% | +2.94% | -47.06% | -28.57% | 14:16 | 11:29 | 13:15 | 14:20 | 15:00 | 16:26 | 01:45 | 01:17 |
 | Dragon Lance | 14 | 82.35% | 70.7 | 50.00% | +16.67% | -25.00% | -16.67% | 7.14% | 11:36 | 10:29 | 10:54 | 11:11 | 12:04 | 14:14 | 01:10 | 00:51 |
 | Bracer | 4 | 23.53% | 68.3 | 75.00% | +36.54% | +25.00% | -75.00% | 0.00% | 03:16 | 02:09 | 02:09 | 02:26 | 04:03 | 04:24 | 01:54 | 01:24 |
 | Swift Blink | 2 | 11.76% | 65.9 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 40:12 | 37:44 | 37:44 | 42:39 | 42:39 | 42:39 | 04:55 | 03:38 |
 | Black King Bar | 15 | 88.24% | 63.4 | 46.67% | -3.33% | +3.33% | -46.67% | -5.69% | 28:03 | 17:26 | 21:59 | 28:25 | 30:46 | 41:28 | 08:47 | 06:30 |
 | Crystalys | 7 | 41.18% | 61.0 | 57.14% | +17.14% | -7.14% | +42.86% | 8.93% | 29:28 | 24:54 | 25:59 | 27:55 | 31:35 | 37:49 | 05:36 | 04:08 |
 | Daedalus | 6 | 35.29% | 58.5 | 50.00% | +4.55% | 0.00% | +50.00% | 16.67% | 32:37 | 28:36 | 30:20 | 31:30 | 33:20 | 40:13 | 03:00 | 02:13 |
 | Ring of Health | 7 | 41.18% | 56.1 | 42.86% | -7.14% | -42.86% | +7.14% | 2.17% | 41:56 | 25:30 | 26:42 | 43:27 | 49:47 | 1:02:35 | 23:05 | 17:05 |
 | Void Stone | 7 | 41.18% | 53.7 | 42.86% | -7.14% | -42.86% | -42.86% | 0.00% | 38:39 | 25:30 | 27:19 | 38:54 | 43:27 | 51:15 | 16:08 | 11:57 |
 | Wraith Band | 4 | 23.53% | 51.2 | 50.00% | +3.85% | +50.00% | -50.00% | 0.00% | 01:47 | 01:26 | 01:26 | 01:38 | 01:58 | 02:04 | 00:32 | 00:23 |
 | Refresher Orb | 4 | 23.53% | 48.8 | 50.00% | +3.85% | +50.00% | +50.00% | 0.00% | 51:51 | 43:27 | 43:27 | 50:06 | 51:16 | 1:02:36 | 07:49 | 05:47 |
 | Nullifier | 1 | 5.88% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:27 | 52:27 | 52:27 | 52:27 | 52:27 | 52:27 | 00:00 | 00:00 |
 | Silver Edge | 1 | 5.88% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 5.88% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:21 | 38:21 | 38:21 | 38:21 | 38:21 | 38:21 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 5.88% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:30 | 34:30 | 34:30 | 34:30 | 34:30 | 34:30 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 5.88% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:06 | 52:06 | 52:06 | 52:06 | 52:06 | 52:06 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 5.88% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:54 | 38:54 | 38:54 | 38:54 | 38:54 | 38:54 | 00:00 | 00:00 |
 | Linken's Sphere | 3 | 17.65% | 31.7 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 29:05 | 25:31 | 25:31 | 27:26 | 34:17 | 34:17 | 08:46 | 06:29 |
 | Butterfly | 4 | 23.53% | 29.3 | 25.00% | -28.85% | -25.00% | -25.00% | 0.00% | 35:13 | 34:03 | 34:03 | 34:44 | 35:06 | 36:58 | 01:03 | 00:46 |
 | Force Staff | 5 | 29.41% | 26.8 | 20.00% | -38.33% | -20.00% | -20.00% | 0.00% | 25:39 | 18:18 | 18:18 | 25:48 | 28:37 | 32:24 | 10:19 | 07:38 |
 | Hurricane Pike | 5 | 29.41% | 24.4 | 20.00% | -38.33% | -20.00% | -20.00% | 0.00% | 26:39 | 18:38 | 18:38 | 26:35 | 29:02 | 32:35 | 10:24 | 07:42 |
 | Fluffy Hat | 8 | 47.06% | 22.0 | 12.50% | -65.28% | -12.50% | -12.50% | 0.00% | 16:19 | 03:10 | 03:43 | 07:23 | 25:48 | 32:24 | 22:05 | 16:21 |
 | Sange and Yasha | 3 | 17.65% | 19.5 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 34:27 | 28:27 | 28:27 | 37:04 | 37:50 | 37:50 | 09:23 | 06:57 |
 | Sange | 3 | 17.65% | 17.1 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 34:17 | 28:06 | 28:06 | 36:56 | 37:50 | 37:50 | 09:44 | 07:12 |
 | Aghanim's Scepter | 1 | 5.88% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:14 | 54:14 | 54:14 | 54:14 | 54:14 | 54:14 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 5.88% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:14 | 54:14 | 54:14 | 54:14 | 54:14 | 54:14 | 00:00 | 00:00 |
 | Falcon Blade | 4 | 23.53% | 9.8 | 0.00% | -61.54% | 0.00% | 0.00% | 0.00% | 06:48 | 04:02 | 04:02 | 05:11 | 08:31 | 09:26 | 04:29 | 03:19 |
 | Mage Slayer | 1 | 5.88% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:48 | 26:48 | 26:48 | 26:48 | 26:48 | 26:48 | 00:00 | 00:00 |
 | Javelin | 3 | 17.65% | 4.9 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 39:44 | 32:43 | 32:43 | 40:54 | 45:35 | 45:35 | 12:52 | 09:31 |
 | Monkey King Bar | 3 | 17.65% | 2.4 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 41:15 | 36:05 | 36:05 | 41:17 | 46:22 | 46:22 | 10:17 | 07:37 |