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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 | 44 | 52.38% | 100.0 | 52.27% | +19.77% | +11.37% | +11.37% | 0.00% | 30:31 | 22:07 | 28:23 | 30:06 | 32:30 | 38:34 | 04:07 | 03:02 |
 | Diffusal Blade | 34 | 40.48% | 97.7 | 52.94% | +16.94% | +13.73% | -2.94% | -4.74% | 24:12 | 15:12 | 22:57 | 24:44 | 26:28 | 29:40 | 03:31 | 02:36 |
 | Skull Basher | 34 | 40.48% | 95.5 | 52.94% | +16.94% | +13.73% | -27.94% | -5.14% | 31:51 | 24:23 | 27:03 | 30:32 | 35:09 | 55:28 | 08:06 | 06:00 |
 | Manta Style | 79 | 94.05% | 93.2 | 44.30% | +24.30% | +10.70% | -4.30% | -6.43% | 20:49 | 16:08 | 19:20 | 20:25 | 21:40 | 31:40 | 02:20 | 01:43 |
 | Quelling Blade | 84 | 100.00% | 90.9 | 42.86% | +42.86% | -9.53% | 0.00% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Boots of Speed | 84 | 100.00% | 88.6 | 42.86% | +42.86% | -9.53% | 0.00% | 3.57% | 05:35 | 02:13 | 03:49 | 04:58 | 06:29 | 12:05 | 02:40 | 01:58 |
 | Yasha | 82 | 97.62% | 86.4 | 42.68% | -7.32% | +9.70% | -7.68% | -9.93% | 16:47 | 10:46 | 15:38 | 16:29 | 17:23 | 25:57 | 01:45 | 01:17 |
 | Power Treads | 82 | 97.62% | 84.1 | 42.68% | -7.32% | +0.18% | -7.68% | -2.07% | 08:45 | 04:39 | 06:33 | 07:50 | 10:21 | 16:53 | 03:48 | 02:48 |
 | Magic Wand | 80 | 95.24% | 81.8 | 42.50% | -7.50% | -7.50% | -7.50% | 0.00% | 06:02 | 00:25 | 02:39 | 04:25 | 08:17 | 21:36 | 05:38 | 04:10 |
 | Magic Stick | 83 | 98.81% | 79.5 | 42.17% | -57.83% | +5.45% | -4.07% | -9.52% | 01:41 | -01:29 | -01:29 | -01:21 | 02:08 | 21:29 | 03:37 | 02:40 |
 | Chainmail | 60 | 71.43% | 77.3 | 43.33% | +1.66% | -10.00% | +23.34% | 12.50% | 07:53 | 03:24 | 06:31 | 08:01 | 09:11 | 12:19 | 02:40 | 01:58 |
 | Aghanim's Scepter | 5 | 5.95% | 75.0 | 80.00% | +39.49% | +20.00% | -80.00% | 0.00% | 31:37 | 23:11 | 23:11 | 30:13 | 38:17 | 39:59 | 15:06 | 11:11 |
 | Blade Mail | 58 | 69.05% | 72.7 | 41.38% | -4.77% | -1.38% | -12.81% | -5.44% | 11:16 | 06:33 | 10:28 | 11:17 | 12:34 | 14:58 | 02:06 | 01:33 |
 | Wraith Band | 36 | 42.86% | 70.5 | 44.44% | +2.77% | +22.23% | 0.00% | -9.39% | 03:36 | 01:07 | 02:02 | 02:49 | 04:24 | 11:23 | 02:22 | 01:45 |
 | Abyssal Blade | 17 | 20.24% | 68.2 | 52.94% | +12.64% | -2.94% | -2.94% | 0.00% | 37:17 | 29:00 | 33:18 | 36:50 | 42:12 | 44:57 | 08:54 | 06:35 |
 | Echo Sabre | 15 | 17.86% | 65.9 | 53.33% | +12.75% | -28.33% | +21.67% | 50.00% | 13:38 | 12:16 | 12:54 | 13:10 | 13:52 | 15:49 | 00:58 | 00:42 |
 | Vanguard | 18 | 21.43% | 63.6 | 50.00% | +9.09% | -10.00% | 0.00% | 1.06% | 35:13 | 08:26 | 32:40 | 34:40 | 42:08 | 44:42 | 09:28 | 07:00 |
 | Ring of Health | 22 | 26.19% | 61.4 | 45.45% | +3.51% | -28.78% | -5.45% | 1.90% | 29:20 | 03:18 | 27:57 | 33:24 | 40:13 | 44:42 | 12:16 | 09:05 |
 | Soul Ring | 14 | 16.67% | 59.1 | 50.00% | +8.57% | -25.00% | +50.00% | 8.77% | 06:25 | 02:16 | 02:53 | 03:37 | 11:26 | 12:38 | 08:33 | 06:20 |
 | Ring of Protection | 17 | 20.24% | 56.8 | 47.06% | +5.27% | -22.06% | +52.94% | 10.59% | 05:27 | -01:29 | 00:42 | 01:31 | 07:47 | 39:09 | 07:05 | 05:14 |
 | Black King Bar | 9 | 10.71% | 54.5 | 55.56% | +14.23% | +44.44% | -5.56% | -3.97% | 40:21 | 31:47 | 33:17 | 37:53 | 45:53 | 51:11 | 12:36 | 09:20 |
 | Butterfly | 14 | 16.67% | 52.3 | 42.86% | 0.00% | +32.14% | -42.86% | -13.93% | 37:16 | 29:17 | 34:16 | 37:14 | 39:39 | 47:19 | 05:23 | 03:59 |
 | Helm of Iron Will | 3 | 3.57% | 50.0 | 66.67% | +24.69% | +33.33% | 0.00% | 0.00% | 39:20 | 35:27 | 35:27 | 37:16 | 45:18 | 45:18 | 09:51 | 07:17 |
 | Heart of Tarrasque | 1 | 1.19% | 47.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:31 | 35:31 | 35:31 | 35:31 | 35:31 | 35:31 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.19% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:42 | 37:42 | 37:42 | 37:42 | 37:42 | 37:42 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.19% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.19% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:15 | 44:15 | 44:15 | 44:15 | 44:15 | 44:15 | 00:00 | 00:00 |
 | Buckler | 1 | 1.19% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:10 | 39:10 | 39:10 | 39:10 | 39:10 | 39:10 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.19% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:18 | 47:18 | 47:18 | 47:18 | 47:18 | 47:18 | 00:00 | 00:00 |
 | Void Stone | 1 | 1.19% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 |
 | Radiance | 5 | 5.95% | 31.8 | 40.00% | -3.04% | -40.00% | -40.00% | 0.00% | 20:32 | 17:23 | 17:23 | 21:23 | 21:34 | 21:34 | 04:11 | 03:05 |
 | Falcon Blade | 2 | 2.38% | 29.5 | 50.00% | +7.32% | +50.00% | 0.00% | 0.00% | 06:52 | 03:48 | 03:48 | 09:55 | 09:55 | 09:55 | 06:07 | 04:31 |
 | Fluffy Hat | 2 | 2.38% | 27.3 | 50.00% | +7.32% | +50.00% | 0.00% | 0.00% | 03:04 | -00:22 | -00:22 | 06:30 | 06:30 | 06:30 | 06:52 | 05:05 |
 | Phase Boots | 2 | 2.38% | 25.0 | 50.00% | +7.32% | -50.00% | 0.00% | 0.00% | 06:48 | 06:19 | 06:19 | 07:17 | 07:17 | 07:17 | 00:58 | 00:42 |
 | Monkey King Bar | 3 | 3.57% | 22.7 | 33.33% | -9.88% | +66.67% | 0.00% | 0.00% | 41:53 | 35:05 | 35:05 | 38:47 | 51:47 | 51:47 | 16:42 | 12:22 |
 | Javelin | 4 | 4.76% | 20.5 | 25.00% | -18.75% | +75.00% | -25.00% | 0.00% | 42:28 | 31:30 | 31:30 | 38:27 | 48:14 | 51:42 | 16:44 | 12:23 |
 | Maelstrom | 1 | 1.19% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:14 | 48:14 | 48:14 | 48:14 | 48:14 | 48:14 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.19% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 00:00 | 00:00 |
 | Bottle | 1 | 1.19% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:03 | 02:03 | 02:03 | 02:03 | 02:03 | 02:03 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.19% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:20 | 50:20 | 50:20 | 50:20 | 50:20 | 50:20 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.19% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:17 | 48:17 | 48:17 | 48:17 | 48:17 | 48:17 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 2.38% | 6.8 | 0.00% | -43.90% | 0.00% | 0.00% | 0.00% | 13:51 | 11:54 | 11:54 | 15:47 | 15:47 | 15:47 | 03:53 | 02:52 |
 | Urn of Shadows | 1 | 1.19% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:02 | 05:02 | 05:02 | 05:02 | 05:02 | 05:02 | 00:00 | 00:00 |
 | Aghanim's Shard | 4 | 4.76% | 2.3 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 42:39 | 33:29 | 33:29 | 41:08 | 45:26 | 50:31 | 11:57 | 08:51 |