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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 | |
 | Void Stone | 47 | 32.19% | 100.0 | 68.09% | +27.69% | -1.42% | +15.24% | 1.52% | 29:59 | 05:11 | 25:50 | 31:18 | 36:49 | 47:32 | 10:59 | 08:08 |
 | Ring of Health | 47 | 32.19% | 98.2 | 65.96% | +24.55% | -7.63% | +17.37% | 1.90% | 27:41 | 01:34 | 23:37 | 31:07 | 36:45 | 47:32 | 13:08 | 09:43 |
 | Morbid Mask | 17 | 11.64% | 96.5 | 76.47% | +30.73% | +23.53% | -1.47% | -2.23% | 31:45 | 22:21 | 24:06 | 30:22 | 35:18 | 47:20 | 11:12 | 08:17 |
 | Black King Bar | 114 | 78.08% | 94.7 | 58.77% | +43.14% | +13.64% | -1.63% | -3.18% | 24:15 | 16:08 | 21:43 | 24:05 | 26:31 | 35:42 | 04:48 | 03:33 |
 | Aghanim's Shard | 33 | 22.60% | 93.0 | 66.67% | +22.42% | +33.33% | -29.17% | -6.15% | 30:50 | 22:27 | 24:57 | 27:51 | 35:07 | 52:20 | 10:10 | 07:31 |
 | Refresher Orb | 25 | 17.12% | 91.2 | 68.00% | +22.55% | +15.33% | +32.00% | 2.05% | 37:50 | 28:39 | 33:28 | 37:30 | 41:35 | 49:33 | 08:07 | 06:00 |
 | Phase Boots | 126 | 86.30% | 89.5 | 52.38% | +22.38% | +16.37% | -3.99% | -5.76% | 10:08 | 04:38 | 07:39 | 09:14 | 11:11 | 33:29 | 03:32 | 02:37 |
 | Heaven's Halberd | 17 | 11.64% | 87.7 | 70.59% | +24.08% | -45.59% | +29.41% | 8.23% | 29:25 | 20:17 | 23:44 | 31:13 | 32:51 | 36:22 | 09:07 | 06:45 |
 | Sange | 17 | 11.64% | 86.0 | 70.59% | +24.08% | -45.59% | +29.41% | 7.06% | 27:11 | 17:17 | 20:18 | 29:43 | 30:55 | 36:01 | 10:37 | 07:51 |
 | Chainmail | 128 | 87.67% | 84.2 | 51.56% | +18.23% | +14.07% | -10.93% | -5.98% | 09:03 | 01:33 | 05:48 | 08:16 | 09:59 | 33:12 | 04:11 | 03:05 |
 | Blink Dagger | 137 | 93.84% | 82.5 | 50.36% | +17.03% | +17.29% | -0.36% | -5.30% | 15:12 | 10:00 | 13:04 | 14:29 | 16:24 | 25:48 | 03:20 | 02:28 |
 | Satanic | 12 | 8.22% | 80.7 | 75.00% | +27.99% | -8.33% | -8.33% | 0.00% | 36:08 | 27:32 | 29:59 | 34:09 | 39:24 | 47:32 | 09:25 | 06:58 |
 | Quelling Blade | 138 | 94.52% | 78.9 | 50.00% | +12.50% | -4.29% | -2.94% | 0.00% | -01:25 | -01:30 | -01:29 | -01:29 | -01:29 | 01:50 | 00:00 | 00:00 |
 | Boots of Speed | 146 | 100.00% | 77.2 | 49.32% | +49.32% | +2.03% | -13.21% | -4.01% | 05:54 | 01:47 | 03:54 | 05:40 | 07:42 | 13:00 | 03:48 | 02:48 |
 | Magic Stick | 136 | 93.15% | 75.4 | 49.26% | -0.74% | -5.14% | +0.74% | 0.81% | 04:44 | -01:29 | 01:06 | 03:21 | 08:21 | 22:30 | 07:15 | 05:22 |
 | Ring of Protection | 130 | 89.04% | 73.7 | 49.23% | -0.77% | -0.75% | -8.60% | -1.50% | 05:37 | -01:30 | 02:37 | 05:15 | 07:51 | 31:04 | 05:14 | 03:52 |
 | Soul Ring | 129 | 88.36% | 71.9 | 48.84% | -4.10% | +4.29% | -14.46% | -4.61% | 07:26 | 01:57 | 04:44 | 06:30 | 08:48 | 20:35 | 04:04 | 03:00 |
 | Bottle | 9 | 6.16% | 70.2 | 77.78% | +30.33% | +22.22% | +22.22% | 0.00% | 01:23 | 00:44 | 01:08 | 01:19 | 01:42 | 01:54 | 00:34 | 00:25 |
 | Magic Wand | 113 | 77.40% | 68.4 | 47.79% | -6.76% | +2.21% | -8.50% | -1.64% | 09:46 | 01:49 | 06:01 | 09:08 | 12:32 | 26:05 | 06:31 | 04:49 |
 | Armlet of Mordiggian | 40 | 27.40% | 66.7 | 55.00% | +7.83% | -5.00% | +15.00% | 6.03% | 11:42 | 07:22 | 08:58 | 09:56 | 12:17 | 26:41 | 03:19 | 02:27 |
 | Buckler | 13 | 8.90% | 64.9 | 69.23% | +21.86% | -2.56% | -35.90% | -4.07% | 35:36 | 22:28 | 30:47 | 34:50 | 38:59 | 47:33 | 08:12 | 06:04 |
 | Overwhelming Blink | 4 | 2.74% | 63.2 | 100.00% | +52.11% | 0.00% | 0.00% | 0.00% | 36:36 | 32:27 | 32:27 | 33:11 | 35:29 | 45:17 | 03:02 | 02:14 |
 | Helm of Iron Will | 57 | 39.04% | 61.4 | 49.12% | -0.32% | +8.02% | -6.26% | -14.28% | 04:32 | 02:28 | 03:16 | 03:39 | 04:03 | 30:28 | 00:47 | 00:34 |
 | Assault Cuirass | 12 | 8.22% | 59.6 | 66.67% | +18.91% | 0.00% | -33.34% | -5.51% | 38:21 | 28:28 | 34:19 | 35:49 | 40:22 | 52:44 | 06:03 | 04:28 |
 | Eul's Scepter of Divinity | 8 | 5.48% | 57.9 | 75.00% | +27.17% | +25.00% | -75.00% | 0.00% | 18:49 | 12:24 | 13:48 | 14:18 | 20:50 | 27:56 | 07:02 | 05:12 |
 | Bracer | 33 | 22.60% | 56.1 | 51.52% | +2.85% | +23.48% | -14.02% | -37.50% | 02:52 | 00:43 | 02:09 | 02:39 | 02:59 | 08:05 | 00:50 | 00:37 |
 | Linken's Sphere | 3 | 2.05% | 54.4 | 100.00% | +51.75% | 0.00% | 0.00% | 0.00% | 40:21 | 31:07 | 31:07 | 40:22 | 49:33 | 49:33 | 18:26 | 13:39 |
 | Lotus Orb | 5 | 3.42% | 52.6 | 80.00% | +31.77% | +20.00% | +20.00% | 0.00% | 43:53 | 31:46 | 31:46 | 44:37 | 46:02 | 60:04 | 14:16 | 10:34 |
 | Desolator | 11 | 7.53% | 50.9 | 54.55% | +5.66% | +12.12% | +12.12% | 0.00% | 30:51 | 20:23 | 26:41 | 31:00 | 32:30 | 43:04 | 05:49 | 04:18 |
 | Blight Stone | 14 | 9.59% | 49.1 | 50.00% | +0.76% | 0.00% | +16.67% | 1.27% | 24:08 | 01:28 | 18:08 | 26:36 | 31:16 | 43:04 | 13:08 | 09:43 |
 | Wind Lace | 15 | 10.27% | 47.4 | 46.67% | -2.95% | -21.67% | -21.67% | 0.00% | 12:23 | 03:51 | 07:10 | 10:50 | 16:09 | 27:38 | 08:59 | 06:39 |
 | Aether Lens | 2 | 1.37% | 45.6 | 100.00% | +51.39% | 0.00% | 0.00% | 0.00% | 37:51 | 32:18 | 32:18 | 43:24 | 43:24 | 43:24 | 11:06 | 08:13 |
 | Shiva's Guard | 2 | 1.37% | 43.9 | 100.00% | +51.39% | 0.00% | 0.00% | 0.00% | 46:09 | 35:50 | 35:50 | 56:27 | 56:27 | 56:27 | 20:37 | 15:16 |
 | Hood of Defiance | 5 | 3.42% | 42.1 | 60.00% | +11.06% | +40.00% | +40.00% | 0.00% | 14:51 | 08:44 | 08:44 | 11:18 | 19:16 | 25:57 | 10:32 | 07:48 |
 | Orb of Venom | 9 | 6.16% | 40.4 | 33.33% | -17.03% | +16.67% | +16.67% | 0.00% | -00:23 | -01:29 | -01:29 | -01:28 | 01:38 | 02:00 | 03:07 | 02:18 |
 | Eye of Skadi | 1 | 0.68% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:49 | 46:49 | 46:49 | 46:49 | 46:49 | 46:49 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.68% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:29 | 22:29 | 22:29 | 22:29 | 22:29 | 22:29 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.68% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:23 | 30:23 | 30:23 | 30:23 | 30:23 | 30:23 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.68% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:59 | 31:59 | 31:59 | 31:59 | 31:59 | 31:59 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 0.68% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:20 | 04:20 | 04:20 | 04:20 | 04:20 | 04:20 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.68% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.68% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:06 | 47:06 | 47:06 | 47:06 | 47:06 | 47:06 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.68% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:29 | 22:29 | 22:29 | 22:29 | 22:29 | 22:29 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.68% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.68% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 1.37% | 21.1 | 50.00% | +0.69% | +50.00% | 0.00% | 0.00% | 16:23 | 03:46 | 03:46 | 28:59 | 28:59 | 28:59 | 25:13 | 18:40 |
 | Shadow Blade | 2 | 1.37% | 19.3 | 50.00% | +0.69% | +50.00% | 0.00% | 0.00% | 30:58 | 27:37 | 27:37 | 34:18 | 34:18 | 34:18 | 06:41 | 04:57 |
 | Meteor Hammer | 3 | 2.05% | 17.5 | 33.33% | -16.32% | -33.33% | 0.00% | 0.00% | 08:06 | 07:25 | 07:25 | 07:30 | 09:22 | 09:22 | 01:57 | 01:26 |
 | Crown | 3 | 2.05% | 15.8 | 33.33% | -16.32% | +66.67% | 0.00% | 0.00% | 07:03 | 05:49 | 05:49 | 06:35 | 08:45 | 08:45 | 02:56 | 02:10 |
 | Force Staff | 1 | 0.68% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:59 | 28:59 | 28:59 | 28:59 | 28:59 | 28:59 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.68% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.68% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 1.37% | 8.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 11:53 | 11:13 | 11:13 | 12:32 | 12:32 | 12:32 | 01:19 | 00:58 |
 | Medallion of Courage | 1 | 0.68% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:07 | 22:07 | 22:07 | 22:07 | 22:07 | 22:07 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.68% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.68% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.68% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:32 | 22:32 | 22:32 | 22:32 | 22:32 | 22:32 | 00:00 | 00:00 |