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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 | 21 | 11.86% | 100.0 | 76.19% | +30.68% | +3.81% | -16.19% | -1.81% | 31:59 | 22:21 | 24:15 | 30:22 | 35:18 | 47:20 | 11:03 | 08:11 |
 | Ring of Health | 58 | 32.77% | 98.3 | 63.79% | +21.77% | -17.12% | +14.78% | 1.80% | 26:18 | 01:34 | 18:59 | 30:10 | 36:45 | 47:32 | 17:46 | 13:09 |
 | Void Stone | 59 | 33.33% | 96.6 | 62.71% | +20.34% | -9.38% | +17.29% | 2.26% | 29:34 | 05:11 | 24:57 | 30:55 | 36:46 | 47:32 | 11:49 | 08:45 |
 | Refresher Orb | 31 | 17.51% | 94.9 | 67.74% | +22.53% | +19.76% | +19.76% | 0.00% | 37:45 | 28:39 | 33:28 | 37:30 | 41:35 | 49:33 | 08:07 | 06:00 |
 | Black King Bar | 145 | 81.92% | 93.2 | 56.55% | +40.92% | +18.45% | -0.99% | -4.06% | 24:06 | 15:37 | 21:16 | 23:53 | 26:03 | 38:12 | 04:47 | 03:32 |
 | Buckler | 19 | 10.73% | 91.5 | 73.68% | +27.48% | +6.32% | -13.68% | -2.71% | 34:47 | 22:28 | 30:47 | 34:41 | 38:10 | 47:33 | 07:23 | 05:28 |
 | Aghanim's Shard | 44 | 24.86% | 89.8 | 63.64% | +19.28% | +36.36% | -27.28% | -6.58% | 31:22 | 22:27 | 25:27 | 28:33 | 35:07 | 52:20 | 09:40 | 07:09 |
 | Phase Boots | 149 | 84.18% | 88.1 | 52.35% | +20.21% | +17.92% | -6.40% | -6.88% | 10:10 | 04:14 | 07:39 | 09:14 | 11:11 | 33:29 | 03:32 | 02:37 |
 | Satanic | 15 | 8.47% | 86.4 | 73.33% | +26.42% | +1.67% | -23.33% | -2.80% | 36:13 | 27:32 | 30:28 | 34:09 | 39:24 | 47:32 | 08:56 | 06:37 |
 | Chainmail | 151 | 85.31% | 84.7 | 51.66% | +17.04% | +16.76% | -12.19% | -7.12% | 09:05 | 01:33 | 05:55 | 08:11 | 09:59 | 33:12 | 04:04 | 03:00 |
 | Heaven's Halberd | 17 | 9.60% | 83.1 | 70.59% | +23.71% | -45.59% | +29.41% | 8.23% | 29:25 | 20:17 | 23:44 | 31:13 | 32:51 | 36:22 | 09:07 | 06:45 |
 | Sange | 17 | 9.60% | 81.4 | 70.59% | +23.71% | -45.59% | +29.41% | 7.06% | 27:11 | 17:17 | 20:18 | 29:43 | 30:55 | 36:01 | 10:37 | 07:51 |
 | Blink Dagger | 167 | 94.35% | 79.7 | 50.30% | +20.30% | +16.37% | -2.68% | -5.44% | 15:10 | 09:51 | 12:52 | 14:29 | 16:22 | 27:12 | 03:30 | 02:35 |
 | Quelling Blade | 169 | 95.48% | 78.0 | 49.70% | +12.20% | +12.20% | -4.46% | 0.00% | -01:25 | -01:30 | -01:29 | -01:29 | -01:29 | 01:50 | 00:00 | 00:00 |
 | Ring of Protection | 158 | 89.27% | 76.3 | 50.00% | +7.89% | 0.00% | -3.85% | -0.71% | 05:11 | -01:30 | 02:18 | 05:00 | 07:45 | 31:04 | 05:27 | 04:02 |
 | Magic Stick | 163 | 92.09% | 74.6 | 49.69% | +6.83% | -5.79% | -0.91% | 0.67% | 04:47 | -01:29 | 01:04 | 03:28 | 08:22 | 22:30 | 07:18 | 05:24 |
 | Boots of Speed | 177 | 100.00% | 72.9 | 49.15% | +49.15% | -1.42% | -10.51% | -2.39% | 05:47 | -01:29 | 03:53 | 05:35 | 07:41 | 13:00 | 03:48 | 02:48 |
 | Soul Ring | 156 | 88.14% | 71.2 | 49.36% | +1.74% | +1.92% | -10.90% | -3.18% | 07:09 | 01:57 | 04:40 | 06:25 | 08:42 | 20:35 | 04:02 | 02:59 |
 | Assault Cuirass | 16 | 9.04% | 69.5 | 68.75% | +21.55% | +6.25% | -18.75% | -4.50% | 37:28 | 27:10 | 34:19 | 35:49 | 39:52 | 52:44 | 05:33 | 04:06 |
 | Magic Wand | 137 | 77.40% | 67.8 | 48.18% | -4.32% | -1.12% | -4.06% | -0.46% | 09:50 | 00:41 | 06:05 | 09:22 | 12:32 | 31:34 | 06:27 | 04:46 |
 | Overwhelming Blink | 9 | 5.08% | 66.1 | 77.78% | +30.16% | +22.22% | -27.78% | 0.00% | 38:31 | 27:17 | 32:27 | 35:17 | 45:17 | 52:21 | 12:50 | 09:30 |
 | Armlet of Mordiggian | 53 | 29.94% | 64.4 | 50.94% | +2.55% | +10.60% | +2.91% | -2.01% | 11:41 | 07:22 | 08:31 | 10:01 | 12:20 | 26:41 | 03:49 | 02:49 |
 | Helm of Iron Will | 71 | 40.11% | 62.7 | 47.89% | -2.11% | +2.11% | -14.56% | -16.13% | 04:36 | 02:08 | 03:11 | 03:31 | 04:13 | 30:28 | 01:02 | 00:45 |
 | Bracer | 39 | 22.03% | 61.0 | 51.28% | +2.73% | +18.72% | -1.28% | -20.00% | 02:44 | 00:43 | 02:04 | 02:31 | 02:47 | 08:05 | 00:43 | 00:31 |
 | Bottle | 15 | 8.47% | 59.3 | 60.00% | +11.85% | +15.00% | +15.00% | 0.00% | 01:46 | 00:44 | 01:14 | 01:37 | 01:50 | 05:41 | 00:36 | 00:26 |
 | Eul's Scepter of Divinity | 9 | 5.08% | 57.6 | 66.67% | +18.46% | +33.33% | -66.67% | 0.00% | 19:29 | 12:24 | 13:48 | 19:41 | 24:47 | 27:56 | 10:59 | 08:08 |
 | Orb of Corrosion | 3 | 1.69% | 55.9 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 07:04 | 04:20 | 04:20 | 07:34 | 09:17 | 09:17 | 04:57 | 03:40 |
 | Linken's Sphere | 3 | 1.69% | 54.2 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 40:21 | 31:07 | 31:07 | 40:22 | 49:33 | 49:33 | 18:26 | 13:39 |
 | Desolator | 12 | 6.78% | 52.5 | 58.33% | +9.85% | +41.67% | +8.34% | -5.65% | 30:14 | 20:23 | 26:36 | 28:18 | 32:30 | 43:04 | 05:54 | 04:22 |
 | Blight Stone | 18 | 10.17% | 50.8 | 50.00% | +0.94% | -10.00% | 0.00% | 0.46% | 20:17 | 01:28 | 07:29 | 22:07 | 29:08 | 43:04 | 21:39 | 16:02 |
 | Lotus Orb | 8 | 4.52% | 49.2 | 62.50% | +13.98% | -12.50% | -12.50% | 0.00% | 39:43 | 30:33 | 31:46 | 33:58 | 44:37 | 60:04 | 12:51 | 09:31 |
 | Fluffy Hat | 4 | 2.26% | 47.5 | 75.00% | +26.45% | +25.00% | -75.00% | 0.00% | 12:02 | 03:46 | 03:46 | 07:29 | 07:54 | 28:59 | 04:08 | 03:03 |
 | Wind Lace | 17 | 9.60% | 45.8 | 41.18% | -8.82% | -16.18% | -41.18% | -2.10% | 12:54 | 03:51 | 07:10 | 10:50 | 19:04 | 27:38 | 11:54 | 08:48 |
 | Vanguard | 2 | 1.13% | 44.1 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 22:04 | 13:44 | 13:44 | 30:23 | 30:23 | 30:23 | 16:39 | 12:20 |
 | Aether Lens | 2 | 1.13% | 42.4 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 37:51 | 32:18 | 32:18 | 43:24 | 43:24 | 43:24 | 11:06 | 08:13 |
 | Ring of Basilius | 2 | 1.13% | 40.7 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 26:32 | 22:29 | 22:29 | 30:35 | 30:35 | 30:35 | 08:06 | 06:00 |
 | Vladmir's Offering | 2 | 1.13% | 39.0 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 26:33 | 22:29 | 22:29 | 30:36 | 30:36 | 30:36 | 08:07 | 06:00 |
 | Shiva's Guard | 2 | 1.13% | 37.3 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 46:09 | 35:50 | 35:50 | 56:27 | 56:27 | 56:27 | 20:37 | 15:16 |
 | Orb of Venom | 14 | 7.91% | 35.6 | 42.86% | -6.83% | +7.14% | -9.53% | -16.67% | 00:40 | -01:29 | -01:28 | -01:26 | 01:42 | 07:28 | 03:10 | 02:20 |
 | Hood of Defiance | 5 | 2.82% | 33.9 | 60.00% | +11.16% | +40.00% | +40.00% | 0.00% | 14:51 | 08:44 | 08:44 | 11:18 | 19:16 | 25:57 | 10:32 | 07:48 |
 | Arcane Boots | 1 | 0.56% | 32.2 | 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 |
 | Crimson Guard | 1 | 0.56% | 30.5 | 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 |
 | Aeon Disk | 1 | 0.56% | 28.8 | 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 |
 | Heart of Tarrasque | 1 | 0.56% | 27.1 | 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 |
 | Eye of Skadi | 1 | 0.56% | 25.4 | 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 |
 | Aghanim's Scepter | 2 | 1.13% | 23.7 | 50.00% | +0.86% | -50.00% | 0.00% | 0.00% | 34:05 | 32:30 | 32:30 | 35:39 | 35:39 | 35:39 | 03:09 | 02:20 |
 | Shadow Blade | 2 | 1.13% | 22.0 | 50.00% | +0.86% | +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 | 1.69% | 20.3 | 33.33% | -16.10% | -33.33% | 0.00% | 0.00% | 08:06 | 07:25 | 07:25 | 07:30 | 09:22 | 09:22 | 01:57 | 01:26 |
 | Crown | 3 | 1.69% | 18.6 | 33.33% | -16.10% | +66.67% | 0.00% | 0.00% | 07:03 | 05:49 | 05:49 | 06:35 | 08:45 | 08:45 | 02:56 | 02:10 |
 | Crystalys | 1 | 0.56% | 16.9 | 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 |
 | Solar Crest | 1 | 0.56% | 15.3 | 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 |
 | Skull Basher | 1 | 0.56% | 13.6 | 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 | 0.56% | 11.9 | 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 |
 | Tranquil Boots | 2 | 1.13% | 10.2 | 0.00% | -49.71% | 0.00% | 0.00% | 0.00% | 11:53 | 11:13 | 11:13 | 12:32 | 12:32 | 12:32 | 01:19 | 00:58 |
 | Silver Edge | 1 | 0.56% | 8.5 | 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 |
 | Medallion of Courage | 1 | 0.56% | 6.8 | 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 |
 | Force Staff | 1 | 0.56% | 5.1 | 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 |
 | Ghost Scepter | 1 | 0.56% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:47 | 47:47 | 47:47 | 47:47 | 47:47 | 47:47 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.56% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:14 | 52:14 | 52:14 | 52:14 | 52:14 | 52:14 | 00:00 | 00:00 |