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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 | |
 | Scythe of Vyse | 34 | 35.05% | 100.0 | 73.53% | +22.74% | -17.97% | -23.53% | -0.81% | 33:23 | 23:51 | 29:02 | 31:48 | 35:52 | 57:04 | 06:50 | 05:03 |
 | Assault Cuirass | 6 | 6.19% | 98.4 | 100.00% | +43.96% | 0.00% | 0.00% | 0.00% | 34:37 | 23:18 | 25:00 | 32:59 | 43:55 | 45:12 | 18:55 | 14:00 |
 | Buckler | 87 | 89.69% | 96.8 | 63.22% | +43.22% | +18.60% | +4.96% | -2.34% | 16:36 | 09:33 | 13:18 | 15:29 | 19:07 | 38:45 | 05:49 | 04:18 |
 | Guardian Greaves | 84 | 86.60% | 95.2 | 63.10% | +32.33% | -1.20% | +8.33% | 2.08% | 18:16 | 13:09 | 15:42 | 17:13 | 20:17 | 39:38 | 04:35 | 03:23 |
 | Hood of Defiance | 60 | 61.86% | 93.7 | 65.00% | +16.35% | +8.33% | -25.00% | -4.89% | 15:28 | 07:45 | 12:03 | 15:38 | 18:52 | 24:00 | 06:49 | 05:02 |
 | Pipe of Insight | 60 | 61.86% | 92.1 | 65.00% | +16.35% | +15.00% | -25.00% | -5.03% | 19:48 | 12:33 | 15:19 | 19:23 | 23:16 | 30:59 | 07:57 | 05:53 |
 | Mekansm | 87 | 89.69% | 90.5 | 62.07% | +32.07% | +6.11% | +15.20% | 2.78% | 14:05 | 09:41 | 12:06 | 12:59 | 15:22 | 23:17 | 03:16 | 02:25 |
 | Chainmail | 87 | 89.69% | 88.9 | 62.07% | +32.07% | +6.11% | +15.20% | 2.26% | 12:54 | 07:19 | 10:33 | 11:52 | 14:34 | 23:16 | 04:01 | 02:58 |
 | Ring of Health | 70 | 72.16% | 87.3 | 62.86% | +14.71% | +14.92% | -21.68% | -4.71% | 16:48 | 07:34 | 12:00 | 16:06 | 19:46 | 36:20 | 07:46 | 05:45 |
 | Headdress | 92 | 94.85% | 85.7 | 60.87% | +40.87% | +8.70% | +8.70% | 0.00% | 11:31 | 05:01 | 09:51 | 11:08 | 12:44 | 21:56 | 02:53 | 02:08 |
 | Wind Lace | 31 | 31.96% | 84.1 | 67.74% | +13.19% | +7.26% | +7.26% | 0.00% | 06:17 | 00:14 | 02:06 | 03:45 | 06:04 | 32:48 | 03:58 | 02:56 |
 | Void Stone | 56 | 57.73% | 82.5 | 62.50% | +8.84% | -5.36% | -5.36% | 0.00% | 26:44 | 10:50 | 21:23 | 27:06 | 30:41 | 44:04 | 09:18 | 06:53 |
 | Arcane Boots | 97 | 100.00% | 81.0 | 58.76% | +58.76% | +20.41% | -12.93% | -22.23% | 06:55 | 04:31 | 06:15 | 06:45 | 07:45 | 10:02 | 01:30 | 01:06 |
 | Boots of Speed | 97 | 100.00% | 79.4 | 58.76% | +58.76% | +12.07% | -8.76% | -14.88% | 04:07 | -01:29 | 03:25 | 04:14 | 04:49 | 06:50 | 01:24 | 01:02 |
 | Ring of Protection | 97 | 100.00% | 77.8 | 58.76% | +58.76% | -4.59% | +3.74% | 4.17% | 07:41 | -01:29 | 06:59 | 08:00 | 08:59 | 18:26 | 02:00 | 01:28 |
 | Soul Ring | 92 | 94.85% | 76.2 | 58.70% | -1.30% | -2.18% | -2.18% | 0.00% | 08:55 | 04:22 | 08:04 | 08:53 | 09:39 | 13:32 | 01:35 | 01:10 |
 | Wraith Band | 81 | 83.51% | 74.6 | 59.26% | +3.01% | -14.26% | +5.74% | 20.00% | 00:55 | -01:30 | -01:29 | 01:36 | 02:11 | 06:30 | 03:40 | 02:42 |
 | Vladmir's Offering | 17 | 17.53% | 73.0 | 70.59% | +14.34% | +4.41% | +4.41% | 0.00% | 27:00 | 19:36 | 22:47 | 26:17 | 28:17 | 36:33 | 05:30 | 04:04 |
 | Morbid Mask | 17 | 17.53% | 71.4 | 70.59% | +14.34% | +4.41% | +4.41% | 0.00% | 26:28 | 17:47 | 21:34 | 26:06 | 27:26 | 36:31 | 05:52 | 04:20 |
 | Ring of Basilius | 17 | 17.53% | 69.8 | 70.59% | +14.34% | +29.41% | +4.41% | -2.99% | 25:01 | 15:24 | 19:05 | 24:26 | 27:26 | 36:31 | 08:21 | 06:11 |
 | Magic Wand | 44 | 45.36% | 68.3 | 59.09% | +0.60% | +13.64% | -13.64% | -3.85% | 05:45 | -01:29 | 02:06 | 06:08 | 09:11 | 15:42 | 07:05 | 05:14 |
 | Wraith Pact | 12 | 12.37% | 66.7 | 75.00% | +18.53% | +25.00% | -8.33% | -7.17% | 30:42 | 21:40 | 27:41 | 30:18 | 32:20 | 40:21 | 04:39 | 03:26 |
 | Quelling Blade | 58 | 59.79% | 65.1 | 53.45% | -13.22% | -0.12% | +3.69% | 3.81% | -01:10 | -01:30 | -01:29 | -01:29 | -01:28 | 01:34 | 00:01 | 00:00 |
 | Aeon Disk | 9 | 9.28% | 63.5 | 77.78% | +20.96% | +22.22% | -27.78% | 0.00% | 40:49 | 28:28 | 33:19 | 39:06 | 49:18 | 50:48 | 15:59 | 11:50 |
 | Aghanim's Scepter | 19 | 19.59% | 61.9 | 63.16% | +5.47% | -23.16% | -3.16% | 2.23% | 28:02 | 15:17 | 24:08 | 26:47 | 33:05 | 45:34 | 08:57 | 06:37 |
 | Blight Stone | 17 | 17.53% | 60.3 | 64.71% | +7.21% | -14.71% | -14.71% | 0.00% | 05:55 | 01:08 | 01:53 | 02:22 | 03:06 | 55:32 | 01:13 | 00:54 |
 | Magic Stick | 43 | 44.33% | 58.7 | 51.16% | -13.65% | +3.39% | +3.39% | 0.00% | 01:13 | -01:30 | -01:29 | 01:10 | 02:19 | 15:34 | 03:48 | 02:48 |
 | Aether Lens | 13 | 13.40% | 57.1 | 61.54% | +3.21% | -61.54% | +38.46% | 9.17% | 32:25 | 21:35 | 26:18 | 31:33 | 37:12 | 41:52 | 10:54 | 08:04 |
 | Orb of Venom | 21 | 21.65% | 55.6 | 47.62% | -14.22% | +12.38% | -7.62% | -19.05% | 02:18 | 01:00 | 01:46 | 02:01 | 02:49 | 04:38 | 01:03 | 00:46 |
 | Fluffy Hat | 16 | 16.49% | 54.0 | 50.00% | -10.49% | +50.00% | -25.00% | -75.00% | 08:11 | 01:58 | 03:04 | 03:38 | 03:58 | 42:23 | 00:54 | 00:40 |
 | Heaven's Halberd | 9 | 9.28% | 52.4 | 55.56% | -3.53% | -55.56% | -5.56% | 0.00% | 24:37 | 19:40 | 21:40 | 22:09 | 24:54 | 35:20 | 03:14 | 02:23 |
 | Lotus Orb | 15 | 15.46% | 50.8 | 46.67% | -14.31% | -21.67% | +3.33% | 3.24% | 29:39 | 20:14 | 24:26 | 30:00 | 32:09 | 40:31 | 07:43 | 05:42 |
 | Orb of Corrosion | 12 | 12.37% | 49.2 | 50.00% | -10.00% | +16.67% | +16.67% | 0.00% | 04:51 | 03:35 | 03:42 | 04:21 | 04:48 | 10:51 | 01:06 | 00:48 |
 | Solar Crest | 2 | 2.06% | 47.6 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 30:51 | 28:54 | 28:54 | 32:48 | 32:48 | 32:48 | 03:54 | 02:53 |
 | Medallion of Courage | 2 | 2.06% | 46.0 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 28:55 | 25:02 | 25:02 | 32:47 | 32:47 | 32:47 | 07:45 | 05:44 |
 | Crown | 2 | 2.06% | 44.4 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 29:49 | 26:49 | 26:49 | 32:48 | 32:48 | 32:48 | 05:59 | 04:25 |
 | Mage Slayer | 2 | 2.06% | 42.9 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 32:34 | 27:13 | 27:13 | 37:55 | 37:55 | 37:55 | 10:42 | 07:55 |
 | Black King Bar | 10 | 10.31% | 41.3 | 50.00% | -9.77% | -16.67% | 0.00% | 0.00% | 34:59 | 19:49 | 24:09 | 32:27 | 39:56 | 1:02:17 | 15:47 | 11:41 |
 | Sange | 11 | 11.34% | 39.7 | 45.45% | -15.02% | -12.12% | -12.12% | 0.00% | 24:13 | 16:43 | 18:47 | 23:14 | 25:23 | 36:18 | 06:36 | 04:53 |
 | Octarine Core | 9 | 9.28% | 38.1 | 44.44% | -15.79% | -44.44% | +5.56% | 0.00% | 38:21 | 24:21 | 29:11 | 41:17 | 42:38 | 45:00 | 13:27 | 09:57 |
 | Bottle | 1 | 1.03% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 00:00 | 00:00 |
 | Desolator | 1 | 1.03% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:32 | 55:32 | 55:32 | 55:32 | 55:32 | 55:32 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.03% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.03% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:02 | 06:02 | 06:02 | 06:02 | 06:02 | 06:02 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.03% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 2.06% | 28.6 | 50.00% | -8.95% | +50.00% | 0.00% | 0.00% | 57:55 | 45:34 | 45:34 | 1:10:16 | 1:10:16 | 1:10:16 | 24:42 | 18:17 |
 | Linken's Sphere | 2 | 2.06% | 27.0 | 50.00% | -8.95% | +50.00% | 0.00% | 0.00% | 54:24 | 38:21 | 38:21 | 1:10:26 | 1:10:26 | 1:10:26 | 32:05 | 23:45 |
 | Aghanim's Shard | 2 | 2.06% | 25.4 | 50.00% | -8.95% | +50.00% | 0.00% | 0.00% | 32:30 | 32:27 | 32:27 | 32:33 | 32:33 | 32:33 | 00:06 | 00:04 |
 | Radiance | 2 | 2.06% | 23.8 | 50.00% | -8.95% | -50.00% | 0.00% | 0.00% | 32:22 | 27:46 | 27:46 | 36:58 | 36:58 | 36:58 | 09:12 | 06:48 |
 | Orchid Malevolence | 3 | 3.09% | 22.2 | 33.33% | -26.24% | -33.33% | 0.00% | 0.00% | 17:41 | 14:04 | 14:04 | 15:36 | 23:24 | 23:24 | 09:20 | 06:54 |
 | Boots of Travel | 3 | 3.09% | 20.6 | 33.33% | -26.24% | -33.33% | 0.00% | 0.00% | 49:07 | 45:19 | 45:19 | 48:52 | 53:10 | 53:10 | 07:51 | 05:48 |
 | Force Staff | 3 | 3.09% | 19.0 | 33.33% | -26.24% | -33.33% | 0.00% | 0.00% | 30:27 | 23:30 | 23:30 | 25:29 | 42:23 | 42:23 | 18:53 | 13:59 |
 | Crimson Guard | 1 | 1.03% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:31 | 24:31 | 24:31 | 24:31 | 24:31 | 24:31 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.03% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 00:00 | 00:00 |
 | Kaya | 1 | 1.03% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.03% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.03% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.03% | 9.5 | 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 |
 | Helm of Iron Will | 2 | 2.06% | 7.9 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 28:20 | 23:13 | 23:13 | 33:27 | 33:27 | 33:27 | 10:14 | 07:34 |
 | Vanguard | 2 | 2.06% | 6.3 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 25:20 | 21:41 | 21:41 | 28:58 | 28:58 | 28:58 | 07:17 | 05:23 |
 | Shiva's Guard | 2 | 2.06% | 4.8 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 40:36 | 34:02 | 34:02 | 47:09 | 47:09 | 47:09 | 13:07 | 09:42 |
 | Urn of Shadows | 1 | 1.03% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:38 | 10:38 | 10:38 | 10:38 | 10:38 | 10:38 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.03% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 00:00 | 00:00 |