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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 | 21 | 26.25% | 100.0 | 90.48% | +49.80% | +9.52% | +9.52% | 0.00% | 33:03 | 17:40 | 28:56 | 33:11 | 38:01 | 42:51 | 09:05 | 06:43 |
 | Eul's Scepter of Divinity | 16 | 20.00% | 97.1 | 87.50% | +42.19% | +12.50% | +12.50% | 0.00% | 33:47 | 21:21 | 31:27 | 33:09 | 38:09 | 43:06 | 06:42 | 04:57 |
 | Blink Dagger | 46 | 57.50% | 94.1 | 65.22% | +26.98% | -6.89% | +7.51% | 1.53% | 29:22 | 15:51 | 24:02 | 28:02 | 33:28 | 51:41 | 09:26 | 06:59 |
 | Lotus Orb | 5 | 6.25% | 91.2 | 100.00% | +49.33% | 0.00% | 0.00% | 0.00% | 38:15 | 32:25 | 32:25 | 38:44 | 40:54 | 42:42 | 08:29 | 06:17 |
 | Wind Lace | 52 | 65.00% | 88.2 | 59.62% | +16.76% | +1.92% | +1.92% | 0.00% | 10:01 | -01:29 | 02:56 | 06:47 | 14:38 | 42:51 | 11:42 | 08:40 |
 | Ring of Health | 28 | 35.00% | 85.3 | 64.29% | +16.21% | -7.15% | +7.14% | 1.34% | 31:42 | 14:19 | 25:23 | 32:15 | 36:01 | 1:02:34 | 10:38 | 07:52 |
 | Arcane Boots | 74 | 92.50% | 82.4 | 55.41% | +22.08% | -2.78% | +0.15% | 0.55% | 10:26 | 04:20 | 07:30 | 09:20 | 12:51 | 30:23 | 05:21 | 03:57 |
 | Urn of Shadows | 27 | 33.75% | 79.4 | 62.96% | +13.90% | +22.75% | -20.10% | -8.43% | 15:38 | 10:33 | 12:20 | 14:35 | 17:25 | 24:15 | 05:05 | 03:45 |
 | Ring of Protection | 27 | 33.75% | 76.5 | 62.96% | +13.90% | +37.04% | -34.39% | -14.83% | 14:20 | 09:14 | 11:23 | 14:07 | 16:12 | 23:44 | 04:49 | 03:34 |
 | Boots of Speed | 80 | 100.00% | 73.5 | 53.75% | +53.75% | -13.75% | +1.25% | 9.00% | 00:24 | -01:29 | -01:29 | -01:29 | 03:09 | 06:36 | 04:38 | 03:25 |
 | Chainmail | 4 | 5.00% | 70.6 | 100.00% | +48.68% | 0.00% | 0.00% | 0.00% | 31:18 | 20:16 | 20:16 | 25:58 | 38:27 | 40:29 | 18:11 | 13:28 |
 | Magic Wand | 41 | 51.25% | 67.6 | 56.10% | +4.82% | -6.10% | -16.10% | -1.61% | 14:01 | 06:30 | 10:02 | 12:29 | 16:15 | 31:28 | 06:13 | 04:36 |
 | Aghanim's Scepter | 11 | 13.75% | 64.7 | 72.73% | +22.01% | -6.06% | +27.27% | 2.86% | 37:26 | 23:10 | 29:44 | 34:45 | 41:24 | 51:13 | 11:40 | 08:38 |
 | Hand of Midas | 19 | 23.75% | 61.8 | 63.16% | +12.34% | +16.84% | -43.16% | -11.80% | 19:19 | 15:03 | 16:23 | 19:05 | 21:28 | 24:08 | 05:05 | 03:45 |
 | Magic Stick | 61 | 76.25% | 58.8 | 49.18% | -19.24% | -9.18% | +4.15% | 1.76% | 08:38 | 00:36 | 04:28 | 09:10 | 12:02 | 23:51 | 07:34 | 05:36 |
 | Force Staff | 20 | 25.00% | 55.9 | 60.00% | +8.33% | 0.00% | -20.00% | -1.86% | 32:45 | 15:13 | 27:04 | 32:15 | 37:50 | 1:02:34 | 10:46 | 07:58 |
 | Poor Man's Shield | 10 | 12.50% | 52.9 | 70.00% | +18.57% | -3.33% | +30.00% | 33.33% | -01:14 | -01:29 | -01:29 | -01:29 | -01:20 | 00:16 | 00:09 | 00:06 |
 | Bracer | 7 | 8.75% | 50.0 | 71.43% | +19.38% | +28.57% | -21.43% | 0.00% | 19:16 | 16:07 | 17:08 | 17:30 | 19:28 | 27:33 | 02:20 | 01:43 |
 | Drum of Endurance | 7 | 8.75% | 47.1 | 71.43% | +19.38% | +28.57% | -21.43% | 0.00% | 23:50 | 19:28 | 19:35 | 23:36 | 24:47 | 32:37 | 05:12 | 03:51 |
 | Stout Shield | 12 | 15.00% | 44.1 | 58.33% | +5.39% | +8.34% | +8.34% | 0.00% | -01:15 | -01:29 | -01:29 | -01:29 | -01:22 | 00:16 | 00:07 | 00:05 |
 | Quelling Blade | 9 | 11.25% | 41.2 | 55.56% | +2.04% | -55.56% | -5.56% | 0.00% | 09:09 | 00:54 | 01:19 | 06:28 | 11:01 | 34:27 | 09:42 | 07:11 |
 | Medallion of Courage | 2 | 2.50% | 38.2 | 100.00% | +47.44% | 0.00% | 0.00% | 0.00% | 39:28 | 38:27 | 38:27 | 40:29 | 40:29 | 40:29 | 02:02 | 01:30 |
 | Blight Stone | 2 | 2.50% | 35.3 | 100.00% | +47.44% | 0.00% | 0.00% | 0.00% | 39:28 | 38:27 | 38:27 | 40:29 | 40:29 | 40:29 | 02:02 | 01:30 |
 | Flying Courier | 9 | 11.25% | 32.4 | 44.44% | -10.49% | +5.56% | +5.56% | 0.00% | 03:13 | 03:02 | 03:02 | 03:05 | 03:07 | 04:10 | 00:05 | 00:03 |
 | Headdress | 3 | 3.75% | 29.4 | 66.67% | +13.42% | +33.33% | 0.00% | 0.00% | 27:41 | 21:44 | 21:44 | 27:19 | 33:59 | 33:59 | 12:15 | 09:04 |
 | Ghost Scepter | 4 | 5.00% | 26.5 | 50.00% | -3.95% | +50.00% | +50.00% | 0.00% | 41:36 | 37:14 | 37:14 | 39:26 | 41:14 | 48:28 | 04:00 | 02:57 |
 | Soul Ring | 1 | 1.25% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:26 | 09:26 | 09:26 | 09:26 | 09:26 | 09:26 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.25% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:11 | 31:11 | 31:11 | 31:11 | 31:11 | 31:11 | 00:00 | 00:00 |
 | Buckler | 1 | 1.25% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:17 | 20:17 | 20:17 | 20:17 | 20:17 | 20:17 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.25% | 14.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 2.50% | 11.8 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 28:05 | 24:49 | 24:49 | 31:20 | 31:20 | 31:20 | 06:31 | 04:49 |
 | Pipe of Insight | 2 | 2.50% | 8.8 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 35:02 | 30:22 | 30:22 | 39:41 | 39:41 | 39:41 | 09:19 | 06:54 |
 | Aether Lens | 2 | 2.50% | 5.9 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 37:47 | 28:57 | 28:57 | 46:36 | 46:36 | 46:36 | 17:39 | 13:04 |
 | Orb of Venom | 3 | 3.75% | 2.9 | 33.33% | -21.22% | -33.33% | 0.00% | 0.00% | 00:01 | -01:29 | -01:29 | -01:29 | 03:01 | 03:01 | 04:30 | 03:20 |