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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 | |
 | Ring of Health | 16 | 43.24% | 100.0 | 75.00% | +51.19% | 0.00% | 0.00% | 0.00% | 27:20 | 03:52 | 21:00 | 27:24 | 32:48 | 41:50 | 11:48 | 08:44 |
 | Vanguard | 15 | 40.54% | 98.1 | 73.33% | +46.06% | +1.67% | -23.33% | -2.23% | 26:38 | 07:21 | 21:02 | 27:24 | 32:14 | 41:18 | 11:12 | 08:17 |
 | Wind Lace | 6 | 16.22% | 96.3 | 83.33% | +44.62% | +16.67% | +16.67% | 0.00% | 07:59 | -01:29 | 03:22 | 03:58 | 16:33 | 19:31 | 13:11 | 09:45 |
 | Aghanim's Scepter | 8 | 21.62% | 94.4 | 75.00% | +37.07% | -25.00% | -25.00% | 0.00% | 33:53 | 16:19 | 27:59 | 32:27 | 41:10 | 43:54 | 13:11 | 09:45 |
 | Abyssal Blade | 12 | 32.43% | 92.6 | 66.67% | +30.67% | +33.33% | -33.34% | -9.07% | 32:00 | 24:53 | 26:56 | 29:58 | 34:17 | 41:59 | 07:21 | 05:26 |
 | Soul Ring | 30 | 81.08% | 90.7 | 53.33% | +39.04% | +34.17% | -10.47% | -22.32% | 06:52 | 02:11 | 06:04 | 06:38 | 08:04 | 13:10 | 02:00 | 01:28 |
 | Crimson Guard | 3 | 8.11% | 88.9 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 19:14 | 14:13 | 14:13 | 19:43 | 23:47 | 23:47 | 09:34 | 07:05 |
 | Medallion of Courage | 3 | 8.11% | 87.0 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 13:57 | 10:59 | 10:59 | 11:21 | 19:30 | 19:30 | 08:31 | 06:18 |
 | Crown | 3 | 8.11% | 85.2 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 16:08 | 12:21 | 12:21 | 16:33 | 19:31 | 19:31 | 07:10 | 05:18 |
 | Solar Crest | 3 | 8.11% | 83.3 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 17:44 | 13:02 | 13:02 | 18:02 | 22:07 | 22:07 | 09:05 | 06:43 |
 | Blight Stone | 3 | 8.11% | 81.5 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 13:57 | 10:59 | 10:59 | 11:21 | 19:30 | 19:30 | 08:31 | 06:18 |
 | Blink Dagger | 34 | 91.89% | 79.6 | 50.00% | +50.00% | +27.78% | +12.50% | -3.27% | 21:40 | 14:08 | 18:29 | 20:36 | 23:09 | 43:14 | 04:40 | 03:27 |
 | Overwhelming Blink | 9 | 24.32% | 77.8 | 66.67% | +27.38% | +33.33% | -16.67% | -4.73% | 37:56 | 28:33 | 30:49 | 36:44 | 41:23 | 53:07 | 10:34 | 07:49 |
 | Scythe of Vyse | 5 | 13.51% | 75.9 | 80.00% | +39.37% | +20.00% | +20.00% | 0.00% | 38:56 | 27:12 | 27:12 | 37:33 | 45:53 | 48:21 | 18:41 | 13:50 |
 | Chainmail | 34 | 91.89% | 74.1 | 47.06% | +13.73% | +19.61% | +27.94% | 3.14% | 05:38 | 01:41 | 03:31 | 04:42 | 06:10 | 19:30 | 02:39 | 01:57 |
 | Ring of Protection | 34 | 91.89% | 72.2 | 47.06% | +13.73% | -13.73% | -9.56% | 0.67% | 05:05 | -01:30 | 00:43 | 05:02 | 06:54 | 28:00 | 06:11 | 04:34 |
 | Boots of Speed | 37 | 100.00% | 70.4 | 45.95% | +45.95% | -1.51% | +9.61% | 5.80% | 03:26 | 01:18 | 01:57 | 02:38 | 03:52 | 09:27 | 01:55 | 01:25 |
 | Quelling Blade | 35 | 94.59% | 68.5 | 45.71% | -4.29% | -12.38% | -1.27% | 0.00% | -01:25 | -01:30 | -01:29 | -01:29 | -01:29 | 00:48 | 00:00 | 00:00 |
 | Buckler | 27 | 72.97% | 66.7 | 48.15% | +8.15% | +37.56% | -19.58% | -9.85% | 25:26 | 18:57 | 21:29 | 24:45 | 27:17 | 40:54 | 05:48 | 04:17 |
 | Assault Cuirass | 27 | 72.97% | 64.8 | 48.15% | +8.15% | +51.85% | -5.29% | -11.13% | 26:41 | 19:22 | 23:30 | 26:16 | 28:38 | 41:12 | 05:08 | 03:48 |
 | Phase Boots | 33 | 89.19% | 63.0 | 45.45% | -4.55% | +17.05% | +17.05% | 0.00% | 06:37 | 03:47 | 05:08 | 06:03 | 06:50 | 18:54 | 01:42 | 01:15 |
 | Black King Bar | 33 | 89.19% | 61.1 | 42.42% | -32.58% | +7.58% | +7.58% | 0.00% | 19:31 | 15:24 | 17:30 | 18:32 | 20:07 | 31:02 | 02:37 | 01:56 |
 | Radiance | 32 | 86.49% | 59.3 | 40.63% | -39.37% | +21.87% | -28.13% | -28.85% | 13:59 | 11:46 | 12:57 | 13:37 | 14:41 | 18:29 | 01:44 | 01:17 |
 | Swift Blink | 6 | 16.22% | 57.4 | 66.67% | +24.73% | +33.33% | -66.67% | -15.38% | 34:05 | 30:19 | 31:05 | 31:50 | 37:35 | 39:21 | 06:30 | 04:48 |
 | Boots of Travel | 2 | 5.41% | 55.6 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 28:26 | 15:41 | 15:41 | 41:11 | 41:11 | 41:11 | 25:30 | 18:53 |
 | Divine Rapier | 2 | 5.41% | 53.7 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 30:48 | 24:35 | 24:35 | 37:01 | 37:01 | 37:01 | 12:26 | 09:12 |
 | Void Stone | 7 | 18.92% | 51.9 | 57.14% | +13.81% | -57.14% | -7.14% | 3.17% | 32:28 | 19:47 | 21:48 | 35:41 | 37:33 | 45:53 | 15:45 | 11:40 |
 | Skull Basher | 20 | 54.05% | 50.0 | 40.00% | -12.94% | +40.00% | -20.00% | -11.32% | 29:43 | 22:20 | 25:48 | 27:32 | 31:06 | 44:21 | 05:18 | 03:55 |
 | Magic Stick | 19 | 51.35% | 48.1 | 36.84% | -18.72% | +23.16% | -16.84% | 0.00% | -00:07 | -01:30 | -01:29 | -01:29 | -01:29 | 09:15 | 00:00 | 00:00 |
 | Aghanim's Shard | 8 | 21.62% | 46.3 | 50.00% | +5.17% | 0.00% | 0.00% | 0.00% | 30:55 | 21:46 | 25:56 | 31:01 | 32:43 | 41:44 | 06:47 | 05:01 |
 | Helm of Iron Will | 5 | 13.51% | 44.4 | 60.00% | +16.25% | -60.00% | -60.00% | 0.00% | 19:48 | 05:49 | 05:49 | 17:00 | 22:47 | 39:57 | 16:58 | 12:34 |
 | Heart of Tarrasque | 3 | 8.11% | 42.6 | 66.67% | +22.55% | -66.67% | 0.00% | 0.00% | 20:25 | 19:01 | 19:01 | 21:05 | 21:09 | 21:09 | 02:08 | 01:34 |
 | Bracer | 3 | 8.11% | 40.7 | 66.67% | +22.55% | -66.67% | 0.00% | 0.00% | 02:33 | 02:00 | 02:00 | 02:38 | 03:02 | 03:02 | 01:02 | 00:45 |
 | Eye of Skadi | 1 | 2.70% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:22 | 42:22 | 42:22 | 42:22 | 42:22 | 42:22 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.70% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:43 | 30:43 | 30:43 | 30:43 | 30:43 | 30:43 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.70% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:23 | 39:23 | 39:23 | 39:23 | 39:23 | 39:23 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.70% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:50 | 41:50 | 41:50 | 41:50 | 41:50 | 41:50 | 00:00 | 00:00 |
 | Magic Wand | 11 | 29.73% | 31.5 | 27.27% | -26.58% | +39.40% | -27.27% | -8.00% | 05:09 | -01:29 | -01:29 | 03:32 | 09:49 | 14:00 | 11:18 | 08:22 |
 | Boots of Travel 2 | 2 | 5.41% | 29.6 | 50.00% | +4.29% | +50.00% | 0.00% | 0.00% | 53:12 | 50:06 | 50:06 | 56:18 | 56:18 | 56:18 | 06:12 | 04:35 |
 | Arcane Boots | 2 | 5.41% | 27.8 | 50.00% | +4.29% | +50.00% | 0.00% | 0.00% | 10:05 | 09:42 | 09:42 | 10:28 | 10:28 | 10:28 | 00:46 | 00:34 |
 | Sange | 2 | 5.41% | 25.9 | 50.00% | +4.29% | +50.00% | 0.00% | 0.00% | 21:34 | 18:30 | 18:30 | 24:37 | 24:37 | 24:37 | 06:07 | 04:31 |
 | Sange and Yasha | 2 | 5.41% | 24.1 | 50.00% | +4.29% | +50.00% | 0.00% | 0.00% | 24:06 | 23:34 | 23:34 | 24:37 | 24:37 | 24:37 | 01:03 | 00:46 |
 | Yasha | 3 | 8.11% | 22.2 | 33.33% | -13.73% | +66.67% | 0.00% | 0.00% | 30:24 | 23:08 | 23:08 | 24:37 | 43:27 | 43:27 | 20:19 | 15:02 |
 | Mage Slayer | 3 | 8.11% | 20.4 | 33.33% | -13.73% | -33.33% | 0.00% | 0.00% | 32:35 | 28:26 | 28:26 | 31:09 | 38:09 | 38:09 | 09:43 | 07:11 |
 | Drum of Endurance | 1 | 2.70% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.70% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.70% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:57 | 39:57 | 39:57 | 39:57 | 39:57 | 39:57 | 00:00 | 00:00 |
 | Orchid Malevolence | 2 | 5.41% | 13.0 | 0.00% | -48.57% | 0.00% | 0.00% | 0.00% | 21:37 | 21:26 | 21:26 | 21:48 | 21:48 | 21:48 | 00:22 | 00:16 |
 | Ring of Basilius | 4 | 10.81% | 11.1 | 0.00% | -51.52% | 0.00% | 0.00% | 0.00% | 01:18 | -01:29 | -01:29 | 01:35 | 02:31 | 02:34 | 04:00 | 02:57 |
 | Silver Edge | 1 | 2.70% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 00:00 | 00:00 |
 | Bloodthorn | 2 | 5.41% | 7.4 | 0.00% | -48.57% | 0.00% | 0.00% | 0.00% | 30:55 | 29:52 | 29:52 | 31:57 | 31:57 | 31:57 | 02:05 | 01:32 |
 | Shadow Blade | 1 | 2.70% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 1 | 2.70% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:32 | 12:32 | 12:32 | 12:32 | 12:32 | 12:32 | 00:00 | 00:00 |
 | Manta Style | 1 | 2.70% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:40 | 43:40 | 43:40 | 43:40 | 43:40 | 43:40 | 00:00 | 00:00 |