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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 | |
 | Morbid Mask | 8 | 6.02% | 100.0 | 100.00% | +53.60% | 0.00% | 0.00% | 0.00% | 32:05 | 17:50 | 28:54 | 32:14 | 36:11 | 39:38 | 07:17 | 05:23 |
 | Void Stone | 57 | 42.86% | 98.0 | 73.68% | +42.10% | +4.89% | -2.25% | -0.67% | 33:17 | 13:29 | 26:37 | 34:00 | 37:18 | 47:17 | 10:41 | 07:54 |
 | Ring of Health | 55 | 41.35% | 96.1 | 70.91% | +36.29% | -6.62% | +0.52% | 0.75% | 31:41 | 02:43 | 27:35 | 32:50 | 37:09 | 48:43 | 09:34 | 07:05 |
 | Refresher Orb | 42 | 31.58% | 94.1 | 71.43% | +31.87% | +10.39% | -1.43% | -1.42% | 37:42 | 30:06 | 33:52 | 36:27 | 42:12 | 47:32 | 08:20 | 06:10 |
 | Overwhelming Blink | 6 | 4.51% | 92.2 | 100.00% | +52.76% | 0.00% | 0.00% | 0.00% | 42:33 | 28:17 | 28:50 | 34:41 | 58:49 | 60:14 | 29:59 | 22:12 |
 | Blight Stone | 9 | 6.77% | 90.2 | 88.89% | +42.12% | -38.89% | +11.11% | 1.96% | 12:42 | 02:08 | 02:12 | 04:49 | 27:46 | 31:30 | 25:34 | 18:56 |
 | Buckler | 8 | 6.02% | 88.2 | 87.50% | +40.30% | -37.50% | +12.50% | 11.24% | 34:10 | 17:49 | 28:16 | 30:25 | 32:43 | 1:04:43 | 04:27 | 03:17 |
 | Wind Lace | 5 | 3.76% | 86.3 | 100.00% | +52.34% | 0.00% | 0.00% | 0.00% | 11:50 | 07:09 | 07:09 | 11:12 | 11:31 | 20:57 | 04:22 | 03:14 |
 | Black King Bar | 112 | 84.21% | 84.3 | 52.68% | +19.35% | +8.03% | -2.68% | -2.70% | 24:43 | 17:17 | 22:32 | 24:00 | 26:30 | 33:53 | 03:58 | 02:56 |
 | Blink Dagger | 130 | 97.74% | 82.4 | 50.00% | +16.67% | +7.58% | -18.75% | -13.17% | 14:20 | 10:23 | 12:59 | 13:56 | 14:59 | 27:15 | 02:00 | 01:28 |
 | Boots of Speed | 133 | 100.00% | 80.4 | 49.62% | +49.62% | +1.90% | -13.26% | -7.64% | 05:18 | 01:14 | 04:14 | 05:07 | 06:13 | 12:19 | 01:59 | 01:28 |
 | Magic Wand | 80 | 60.15% | 78.4 | 52.50% | +7.22% | +2.50% | +2.50% | 0.00% | 08:34 | 01:31 | 04:49 | 07:18 | 10:56 | 18:58 | 06:07 | 04:31 |
 | Aghanim's Shard | 59 | 44.36% | 76.5 | 54.24% | +8.29% | +19.09% | -7.57% | -4.19% | 29:13 | 15:50 | 25:16 | 28:17 | 31:38 | 53:17 | 06:22 | 04:42 |
 | Phase Boots | 108 | 81.20% | 74.5 | 49.07% | -2.93% | +10.19% | -0.92% | -5.38% | 09:55 | 06:10 | 07:58 | 09:01 | 10:02 | 31:32 | 02:04 | 01:31 |
 | Chainmail | 108 | 81.20% | 72.5 | 49.07% | -2.93% | +2.78% | -0.92% | -1.44% | 08:55 | 04:24 | 06:44 | 07:52 | 09:18 | 31:06 | 02:34 | 01:54 |
 | Ring of Protection | 119 | 89.47% | 70.6 | 47.90% | -16.39% | +8.77% | +2.10% | -1.66% | 04:54 | -01:29 | 02:50 | 04:35 | 06:51 | 1:04:43 | 04:01 | 02:58 |
 | Bracer | 103 | 77.44% | 68.6 | 48.54% | -4.79% | -13.92% | +9.15% | 23.07% | 02:28 | -01:29 | 01:58 | 02:16 | 02:48 | 07:30 | 00:50 | 00:37 |
 | Magic Stick | 109 | 81.95% | 66.7 | 47.71% | -10.62% | +11.55% | +4.14% | -1.57% | 03:24 | -01:29 | 00:49 | 02:47 | 05:33 | 17:12 | 04:44 | 03:30 |
 | Soul Ring | 117 | 87.97% | 64.7 | 47.01% | -21.74% | -12.53% | +4.71% | 5.07% | 06:51 | 02:19 | 04:54 | 06:18 | 08:18 | 29:11 | 03:24 | 02:31 |
 | Eul's Scepter of Divinity | 4 | 3.01% | 62.7 | 100.00% | +51.94% | 0.00% | 0.00% | 0.00% | 21:47 | 15:57 | 15:57 | 21:16 | 23:32 | 26:23 | 07:35 | 05:37 |
 | Ring of Basilius | 4 | 3.01% | 60.8 | 100.00% | +51.94% | 0.00% | 0.00% | 0.00% | 29:39 | 17:16 | 17:16 | 29:27 | 32:14 | 39:38 | 14:58 | 11:05 |
 | Vladmir's Offering | 4 | 3.01% | 58.8 | 100.00% | +51.94% | 0.00% | 0.00% | 0.00% | 30:33 | 20:30 | 20:30 | 29:27 | 32:14 | 40:02 | 11:44 | 08:41 |
 | Quelling Blade | 91 | 68.42% | 56.9 | 47.25% | -7.51% | -3.77% | +17.97% | 0.00% | -01:21 | -01:29 | -01:29 | -01:29 | -01:29 | 02:04 | 00:00 | 00:00 |
 | Desolator | 6 | 4.51% | 54.9 | 83.33% | +35.30% | +16.67% | +16.67% | 0.00% | 28:13 | 24:06 | 27:46 | 28:21 | 28:48 | 31:49 | 01:02 | 00:45 |
 | Bottle | 23 | 17.29% | 52.9 | 56.52% | +8.34% | -39.85% | +26.81% | 66.66% | 03:50 | 01:07 | 01:26 | 01:35 | 01:54 | 50:25 | 00:28 | 00:20 |
 | Satanic | 3 | 2.26% | 51.0 | 100.00% | +51.54% | 0.00% | 0.00% | 0.00% | 36:24 | 34:46 | 34:46 | 36:24 | 38:02 | 38:02 | 03:16 | 02:25 |
 | Assault Cuirass | 5 | 3.76% | 49.0 | 80.00% | +31.56% | -80.00% | +20.00% | 0.00% | 39:55 | 28:38 | 28:38 | 33:26 | 41:24 | 1:05:06 | 12:46 | 09:27 |
 | Heaven's Halberd | 8 | 6.02% | 47.1 | 62.50% | +13.70% | -12.50% | -12.50% | 0.00% | 32:12 | 28:27 | 29:51 | 30:51 | 33:47 | 36:39 | 03:56 | 02:54 |
 | Sange | 11 | 8.27% | 45.1 | 54.55% | +5.37% | -21.22% | +12.12% | 8.20% | 30:11 | 21:20 | 27:29 | 29:50 | 31:33 | 43:33 | 04:04 | 03:00 |
 | Tranquil Boots | 2 | 1.50% | 43.1 | 100.00% | +51.15% | 0.00% | 0.00% | 0.00% | 10:01 | 07:50 | 07:50 | 12:12 | 12:12 | 12:12 | 04:22 | 03:14 |
 | Orb of Venom | 5 | 3.76% | 41.2 | 60.00% | +10.78% | +40.00% | +40.00% | 0.00% | 02:20 | -01:30 | -01:30 | 03:04 | 04:49 | 06:45 | 06:19 | 04:40 |
 | Helm of Iron Will | 7 | 5.26% | 39.2 | 42.86% | -7.14% | +7.14% | +57.14% | 1.84% | 22:28 | 03:08 | 03:41 | 08:08 | 30:48 | 58:51 | 27:07 | 20:05 |
 | Crimson Guard | 1 | 0.75% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.75% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:51 | 58:51 | 58:51 | 58:51 | 58:51 | 58:51 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.75% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:35 | 29:35 | 29:35 | 29:35 | 29:35 | 29:35 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 0.75% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:12 | 05:12 | 05:12 | 05:12 | 05:12 | 05:12 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 0.75% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:12 | 05:12 | 05:12 | 05:12 | 05:12 | 05:12 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.75% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.75% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:07 | 23:07 | 23:07 | 23:07 | 23:07 | 23:07 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.75% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:49 | 28:49 | 28:49 | 28:49 | 28:49 | 28:49 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 2 | 1.50% | 21.6 | 50.00% | +0.38% | -50.00% | 0.00% | 0.00% | 10:43 | 10:27 | 10:27 | 10:58 | 10:58 | 10:58 | 00:31 | 00:22 |
 | Vanguard | 2 | 1.50% | 19.6 | 50.00% | +0.38% | -50.00% | 0.00% | 0.00% | 46:50 | 44:57 | 44:57 | 48:43 | 48:43 | 48:43 | 03:46 | 02:47 |
 | Skull Basher | 3 | 2.26% | 17.6 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 45:23 | 28:07 | 28:07 | 42:18 | 1:05:44 | 1:05:44 | 37:37 | 27:51 |
 | Aeon Disk | 3 | 2.26% | 15.7 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 48:36 | 44:34 | 44:34 | 48:06 | 53:09 | 53:09 | 08:35 | 06:21 |
 | Abyssal Blade | 1 | 0.75% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:00 | 45:00 | 45:00 | 45:00 | 45:00 | 45:00 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 0.75% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:17 | 31:17 | 31:17 | 31:17 | 31:17 | 31:17 | 00:00 | 00:00 |
 | Crown | 1 | 0.75% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.75% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:20 | 44:20 | 44:20 | 44:20 | 44:20 | 44:20 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.75% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:39 | 60:39 | 60:39 | 60:39 | 60:39 | 60:39 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.75% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:33 | 15:33 | 15:33 | 15:33 | 15:33 | 15:33 | 00:00 | 00:00 |
 | Power Treads | 3 | 2.26% | 2.0 | 0.00% | -50.77% | 0.00% | 0.00% | 0.00% | 11:22 | 07:13 | 07:13 | 11:52 | 15:01 | 15:01 | 07:48 | 05:46 |