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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 | 13 | 35.14% | 100.0 | 76.92% | +39.42% | +23.08% | -43.59% | -4.65% | 37:53 | 22:28 | 27:09 | 37:51 | 41:29 | 57:16 | 14:20 | 10:37 |
 | Black King Bar | 21 | 56.76% | 96.9 | 61.90% | +24.40% | -1.90% | -21.90% | -1.70% | 32:25 | 17:46 | 25:02 | 31:55 | 36:46 | 60:02 | 11:44 | 08:41 |
 | Magic Wand | 36 | 97.30% | 93.8 | 52.78% | +52.78% | +2.78% | +25.00% | 7.13% | 06:04 | 00:10 | 04:10 | 05:33 | 07:17 | 15:53 | 03:07 | 02:18 |
 | Ghost Scepter | 23 | 62.16% | 90.6 | 56.52% | +13.66% | +10.15% | -23.19% | -6.60% | 22:30 | 15:24 | 19:41 | 22:21 | 24:44 | 31:09 | 05:03 | 03:44 |
 | Ethereal Blade | 23 | 62.16% | 87.5 | 56.52% | +13.66% | +26.81% | -6.52% | -6.92% | 26:05 | 21:37 | 23:36 | 25:29 | 28:25 | 31:23 | 04:49 | 03:34 |
 | Ring of Basilius | 37 | 100.00% | 84.4 | 51.35% | +51.35% | +15.32% | -40.24% | -38.32% | 04:24 | 01:59 | 03:29 | 03:59 | 04:56 | 09:02 | 01:27 | 01:04 |
 | Ring of Protection | 37 | 100.00% | 81.3 | 51.35% | +51.35% | +26.43% | -29.13% | -47.62% | 04:02 | 01:41 | 02:59 | 03:52 | 04:09 | 09:00 | 01:10 | 00:51 |
 | Boots of Speed | 37 | 100.00% | 78.1 | 51.35% | +51.35% | +4.21% | -6.91% | -4.00% | 06:49 | 02:32 | 05:04 | 06:42 | 07:51 | 13:35 | 02:47 | 02:03 |
 | Magic Stick | 37 | 100.00% | 75.0 | 51.35% | +51.35% | -29.13% | +4.21% | 9.57% | 03:07 | -01:29 | 01:05 | 01:52 | 04:34 | 15:44 | 03:29 | 02:34 |
 | Ring of Aquila | 37 | 100.00% | 71.9 | 51.35% | +51.35% | +26.43% | -40.24% | -37.39% | 04:41 | 02:17 | 03:31 | 04:21 | 05:18 | 09:02 | 01:47 | 01:19 |
 | Wraith Band | 37 | 100.00% | 68.8 | 51.35% | +51.35% | +4.21% | +4.21% | 0.00% | 02:32 | -01:29 | 01:48 | 03:00 | 03:51 | 06:06 | 02:03 | 01:31 |
 | Power Treads | 35 | 94.59% | 65.6 | 51.43% | +1.43% | +4.13% | -18.10% | -10.10% | 09:54 | 05:49 | 08:30 | 09:41 | 10:42 | 16:30 | 02:12 | 01:37 |
 | Linken's Sphere | 29 | 78.38% | 62.5 | 51.72% | +1.72% | +5.42% | -37.43% | -12.42% | 19:35 | 15:27 | 17:21 | 18:49 | 20:48 | 32:29 | 03:27 | 02:33 |
 | Ring of Health | 29 | 78.38% | 59.4 | 51.72% | +1.72% | +33.99% | -37.43% | -13.82% | 10:41 | 04:38 | 06:55 | 10:05 | 12:05 | 32:29 | 05:10 | 03:49 |
 | Void Stone | 29 | 78.38% | 56.3 | 51.72% | +1.72% | +5.42% | -8.86% | -3.93% | 13:39 | 08:16 | 11:08 | 12:52 | 14:46 | 32:29 | 03:38 | 02:41 |
 | Butterfly | 5 | 13.51% | 53.1 | 80.00% | +33.12% | +20.00% | +20.00% | 0.00% | 38:52 | 30:50 | 30:50 | 41:08 | 43:27 | 45:23 | 12:37 | 09:20 |
 | Yasha | 17 | 45.95% | 50.0 | 52.94% | +2.94% | +47.06% | -2.94% | -5.15% | 25:49 | 14:54 | 18:45 | 22:04 | 28:27 | 50:26 | 09:42 | 07:11 |
 | Manta Style | 11 | 29.73% | 46.9 | 54.55% | +4.55% | +45.45% | -21.22% | 0.00% | 31:39 | 19:56 | 23:21 | 29:21 | 35:06 | 54:37 | 11:45 | 08:42 |
 | Morbid Mask | 10 | 27.03% | 43.8 | 40.00% | -15.56% | -6.67% | +10.00% | 0.00% | 20:19 | 08:13 | 11:03 | 11:44 | 17:00 | 1:08:39 | 05:57 | 04:24 |
 | Blink Dagger | 3 | 8.11% | 40.6 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 28:49 | 26:11 | 26:11 | 28:39 | 31:38 | 31:38 | 05:27 | 04:02 |
 | Dragon Lance | 7 | 18.92% | 37.5 | 42.86% | -10.47% | +7.14% | +7.14% | 0.00% | 18:57 | 08:16 | 12:46 | 15:30 | 18:48 | 33:29 | 06:02 | 04:28 |
 | Satanic | 1 | 2.70% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:39 | 1:08:39 | 1:08:39 | 1:08:39 | 1:08:39 | 1:08:39 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 2.70% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:58 | 48:58 | 48:58 | 48:58 | 48:58 | 48:58 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 2.70% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:51 | 1:05:51 | 1:05:51 | 1:05:51 | 1:05:51 | 1:05:51 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 5.41% | 25.0 | 50.00% | -1.43% | +50.00% | 0.00% | 0.00% | 49:34 | 47:54 | 47:54 | 51:13 | 51:13 | 51:13 | 03:19 | 02:27 |
 | Bottle | 2 | 5.41% | 21.9 | 50.00% | -1.43% | +50.00% | 0.00% | 0.00% | 07:27 | 05:57 | 05:57 | 08:56 | 08:56 | 08:56 | 02:59 | 02:12 |
 | Moon Shard | 2 | 5.41% | 18.8 | 50.00% | -1.43% | -50.00% | 0.00% | 0.00% | 1:08:29 | 1:03:45 | 1:03:45 | 1:13:13 | 1:13:13 | 1:13:13 | 09:28 | 07:00 |
 | Javelin | 3 | 8.11% | 15.6 | 33.33% | -19.61% | -33.33% | 0.00% | 0.00% | 45:12 | 37:13 | 37:13 | 47:54 | 50:29 | 50:29 | 13:16 | 09:49 |
 | Force Staff | 3 | 8.11% | 12.5 | 0.00% | -55.88% | 0.00% | 0.00% | 0.00% | 26:57 | 17:46 | 17:46 | 31:11 | 31:55 | 31:55 | 14:09 | 10:28 |
 | Maelstrom | 1 | 2.70% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:13 | 37:13 | 37:13 | 37:13 | 37:13 | 37:13 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 2.70% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 00:00 | 00:00 |
 | Hurricane Pike | 2 | 5.41% | 3.1 | 0.00% | -54.29% | 0.00% | 0.00% | 0.00% | 26:31 | 19:29 | 19:29 | 33:32 | 33:32 | 33:32 | 14:03 | 10:24 |