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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 | |
 | Medallion of Courage | 14 | 51.85% | 100.0 | 85.71% | +31.86% | +14.29% | -19.04% | -6.21% | 11:32 | 05:44 | 07:40 | 11:15 | 13:02 | 21:46 | 05:22 | 03:58 |
 | Blight Stone | 17 | 62.96% | 97.2 | 82.35% | +32.35% | -7.35% | -7.35% | 0.00% | 04:46 | -01:29 | -01:29 | 04:02 | 09:15 | 14:26 | 10:44 | 07:57 |
 | Chainmail | 22 | 81.48% | 94.4 | 77.27% | +37.27% | +22.73% | -17.27% | -3.40% | 14:37 | 04:41 | 08:18 | 12:22 | 20:03 | 36:09 | 11:45 | 08:42 |
 | Boots of Speed | 25 | 92.59% | 91.7 | 72.00% | +22.00% | -22.00% | +11.33% | 6.56% | 07:50 | 01:24 | 04:41 | 06:35 | 09:46 | 21:05 | 05:05 | 03:45 |
 | Magic Stick | 13 | 48.15% | 88.9 | 76.92% | +12.63% | -10.25% | -10.25% | 0.00% | 06:31 | 01:23 | 01:40 | 02:47 | 09:35 | 21:40 | 07:55 | 05:51 |
 | Solar Crest | 4 | 14.81% | 86.1 | 100.00% | +34.78% | 0.00% | 0.00% | 0.00% | 23:04 | 19:10 | 19:10 | 19:42 | 26:35 | 26:47 | 07:25 | 05:29 |
 | Orb of Venom | 17 | 62.96% | 83.3 | 70.59% | +0.59% | +4.41% | +4.41% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Arcane Boots | 6 | 22.22% | 80.6 | 83.33% | +16.66% | -33.33% | +16.67% | 5.69% | 16:45 | 10:23 | 11:40 | 15:29 | 20:27 | 23:05 | 08:47 | 06:30 |
 | Headdress | 10 | 37.04% | 77.8 | 70.00% | -0.59% | +30.00% | -70.00% | -6.24% | 23:05 | 09:50 | 16:40 | 18:40 | 32:42 | 40:20 | 16:02 | 11:52 |
 | Hand of Midas | 3 | 11.11% | 75.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 14:36 | 11:35 | 11:35 | 13:25 | 18:49 | 18:49 | 07:14 | 05:21 |
 | Wind Lace | 12 | 44.44% | 72.2 | 58.33% | -21.67% | +8.34% | -25.00% | -3.07% | 12:54 | 02:53 | 04:53 | 11:18 | 15:44 | 29:22 | 10:51 | 08:02 |
 | Ring of Protection | 10 | 37.04% | 69.4 | 60.00% | -16.47% | +6.67% | -10.00% | -1.85% | 14:52 | 06:40 | 08:34 | 12:16 | 17:35 | 32:42 | 09:01 | 06:40 |
 | Buckler | 8 | 29.63% | 66.7 | 62.50% | -11.18% | -12.50% | -12.50% | 0.00% | 23:44 | 14:10 | 17:57 | 21:34 | 26:50 | 36:09 | 08:53 | 06:34 |
 | Magic Wand | 6 | 22.22% | 63.9 | 66.67% | -4.76% | -16.67% | -66.67% | -8.77% | 09:40 | 04:13 | 07:13 | 07:26 | 12:55 | 15:04 | 05:42 | 04:13 |
 | Mekansm | 6 | 22.22% | 61.1 | 66.67% | -4.76% | +33.33% | -66.67% | -10.89% | 25:38 | 18:41 | 20:54 | 23:00 | 30:05 | 36:09 | 09:11 | 06:48 |
 | Ring of Health | 4 | 14.81% | 58.3 | 75.00% | +5.43% | +25.00% | +25.00% | 0.00% | 22:51 | 09:50 | 09:50 | 18:16 | 30:52 | 32:24 | 21:02 | 15:34 |
 | Glimmer Cape | 4 | 14.81% | 55.6 | 75.00% | +5.43% | +25.00% | +25.00% | 0.00% | 24:51 | 21:22 | 21:22 | 23:41 | 27:06 | 27:14 | 05:44 | 04:14 |
 | Morbid Mask | 4 | 14.81% | 52.8 | 75.00% | +5.43% | +25.00% | -75.00% | 0.00% | 27:22 | 12:13 | 12:13 | 18:20 | 32:42 | 46:11 | 20:29 | 15:10 |
 | Vladmir's Offering | 4 | 14.81% | 50.0 | 75.00% | +5.43% | +25.00% | -75.00% | 0.00% | 27:40 | 12:13 | 12:13 | 19:08 | 32:42 | 46:38 | 20:29 | 15:10 |
 | Ring of Basilius | 4 | 14.81% | 47.2 | 75.00% | +5.43% | +25.00% | +25.00% | 0.00% | 23:37 | 11:44 | 11:44 | 17:35 | 32:26 | 32:42 | 20:42 | 15:20 |
 | Void Stone | 2 | 7.41% | 44.4 | 100.00% | +32.00% | 0.00% | 0.00% | 0.00% | 40:34 | 32:24 | 32:24 | 48:44 | 48:44 | 48:44 | 16:20 | 12:05 |
 | Force Staff | 5 | 18.52% | 41.7 | 60.00% | -12.73% | +40.00% | -60.00% | -3.22% | 40:51 | 24:02 | 24:02 | 37:45 | 55:08 | 1:01:33 | 31:06 | 23:02 |
 | Aghanim's Scepter | 5 | 18.52% | 38.9 | 60.00% | -12.73% | +40.00% | -60.00% | -9.72% | 29:56 | 20:37 | 20:37 | 25:17 | 30:54 | 48:44 | 10:17 | 07:37 |
 | Tranquil Boots | 3 | 11.11% | 36.1 | 66.67% | -4.16% | +33.33% | 0.00% | 0.00% | 22:57 | 14:29 | 14:29 | 16:26 | 37:56 | 37:56 | 23:27 | 17:22 |
 | Urn of Shadows | 7 | 25.93% | 33.3 | 42.86% | -37.14% | +57.14% | -42.86% | -12.27% | 12:53 | 06:41 | 07:34 | 15:37 | 15:43 | 19:21 | 08:09 | 06:02 |
 | Ghost Scepter | 4 | 14.81% | 30.6 | 50.00% | -23.91% | -50.00% | -50.00% | 0.00% | 32:11 | 09:16 | 09:16 | 28:58 | 38:50 | 51:38 | 29:34 | 21:54 |
 | Helm of the Dominator | 1 | 3.70% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 3.70% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:33 | 55:33 | 55:33 | 55:33 | 55:33 | 55:33 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.70% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:44 | 48:44 | 48:44 | 48:44 | 48:44 | 48:44 | 00:00 | 00:00 |
 | Spirit Vessel | 6 | 22.22% | 19.4 | 33.33% | -47.62% | +16.67% | -33.33% | -4.81% | 24:06 | 16:37 | 19:00 | 24:27 | 29:24 | 30:05 | 10:24 | 07:42 |
 | Stout Shield | 2 | 7.41% | 16.7 | 50.00% | -22.00% | -50.00% | 0.00% | 0.00% | 24:58 | 19:03 | 19:03 | 30:52 | 30:52 | 30:52 | 11:49 | 08:45 |
 | Vanguard | 2 | 7.41% | 13.9 | 50.00% | -22.00% | -50.00% | 0.00% | 0.00% | 25:26 | 19:12 | 19:12 | 31:39 | 31:39 | 31:39 | 12:27 | 09:13 |
 | Crimson Guard | 2 | 7.41% | 11.1 | 50.00% | -22.00% | -50.00% | 0.00% | 0.00% | 29:27 | 27:14 | 27:14 | 31:39 | 31:39 | 31:39 | 04:25 | 03:16 |
 | Bracer | 1 | 3.70% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:03 | 19:03 | 19:03 | 19:03 | 19:03 | 19:03 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 3.70% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 3.70% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:04 | 29:04 | 29:04 | 29:04 | 29:04 | 29:04 | 00:00 | 00:00 |