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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 | |
 | Blink Dagger | 106 | 67.09% | 100.0 | 61.32% | +28.63% | +1.64% | +4.06% | 0.27% | 25:27 | 14:19 | 20:51 | 24:12 | 29:56 | 44:00 | 09:05 | 06:43 |
 | Quelling Blade | 9 | 5.70% | 97.8 | 88.89% | +39.23% | +11.11% | -38.89% | -2.85% | 17:02 | 04:39 | 05:14 | 20:12 | 22:48 | 27:38 | 17:34 | 13:00 |
 | Aghanim's Shard | 92 | 58.23% | 95.6 | 57.61% | +13.67% | -5.44% | +3.26% | 0.52% | 27:18 | 15:00 | 16:31 | 25:32 | 33:14 | 59:43 | 16:43 | 12:22 |
 | Arcane Boots | 108 | 68.35% | 93.3 | 56.48% | +14.48% | -0.92% | -0.92% | 0.00% | 13:12 | 05:19 | 09:50 | 12:13 | 14:04 | 51:58 | 04:14 | 03:08 |
 | Magic Stick | 143 | 90.51% | 91.1 | 53.85% | +20.52% | +1.71% | -3.85% | -0.85% | 04:14 | -01:29 | -01:29 | 02:45 | 08:01 | 32:54 | 09:30 | 07:02 |
 | Magic Wand | 109 | 68.99% | 88.9 | 55.05% | +10.15% | -3.20% | -14.31% | -1.82% | 12:36 | 02:29 | 08:35 | 11:40 | 14:41 | 36:48 | 06:06 | 04:31 |
 | Boots of Speed | 158 | 100.00% | 86.7 | 51.90% | +51.90% | -1.90% | +7.07% | 1.24% | 04:48 | -01:29 | 00:29 | 06:06 | 07:44 | 10:35 | 07:15 | 05:22 |
 | Force Staff | 66 | 41.77% | 84.4 | 56.06% | +7.15% | +26.29% | -6.06% | -3.35% | 29:10 | 16:51 | 23:43 | 28:13 | 33:23 | 49:15 | 09:40 | 07:09 |
 | Void Stone | 25 | 15.82% | 82.2 | 64.00% | +14.38% | +19.33% | -14.00% | -1.87% | 37:33 | 15:05 | 28:41 | 37:50 | 46:30 | 58:10 | 17:49 | 13:11 |
 | Wind Lace | 78 | 49.37% | 80.0 | 52.56% | +1.31% | -7.56% | -5.19% | 0.22% | 07:29 | -01:29 | -01:29 | 05:40 | 12:02 | 39:22 | 13:31 | 10:00 |
 | Buckler | 18 | 11.39% | 77.8 | 66.67% | +16.67% | +13.33% | -16.67% | -1.54% | 30:51 | 11:50 | 19:54 | 28:47 | 39:23 | 57:52 | 19:29 | 14:25 |
 | Ring of Health | 24 | 15.19% | 75.6 | 62.50% | +12.50% | +4.17% | -12.50% | -1.01% | 38:48 | 22:52 | 30:02 | 35:54 | 46:30 | 1:04:38 | 16:28 | 12:11 |
 | Fluffy Hat | 83 | 52.53% | 73.3 | 50.60% | -2.73% | +1.78% | -17.27% | -1.42% | 22:09 | 05:43 | 14:17 | 21:24 | 27:40 | 45:36 | 13:23 | 09:54 |
 | Ring of Protection | 39 | 24.68% | 71.1 | 53.85% | +2.59% | -23.85% | -3.85% | 1.29% | 08:52 | -01:29 | -01:29 | -01:29 | 16:59 | 57:52 | 18:28 | 13:40 |
 | Headdress | 25 | 15.82% | 68.9 | 56.00% | +4.87% | -22.67% | +44.00% | 7.45% | 20:13 | -01:29 | 14:35 | 17:17 | 23:32 | 50:59 | 08:57 | 06:37 |
 | Refresher Orb | 14 | 8.86% | 66.7 | 64.29% | +13.60% | -14.29% | +2.38% | 1.34% | 47:33 | 31:06 | 39:28 | 47:17 | 51:53 | 1:12:02 | 12:25 | 09:11 |
 | Ring of Basilius | 6 | 3.80% | 64.4 | 83.33% | +32.67% | +16.67% | -83.33% | 0.00% | 33:49 | 15:47 | 16:07 | 34:51 | 40:26 | 57:52 | 24:19 | 18:00 |
 | Vladmir's Offering | 6 | 3.80% | 62.2 | 83.33% | +32.67% | +16.67% | -83.33% | 0.00% | 37:47 | 22:02 | 28:04 | 34:51 | 45:28 | 57:52 | 17:24 | 12:53 |
 | Morbid Mask | 6 | 3.80% | 60.0 | 83.33% | +32.67% | +16.67% | -83.33% | 0.00% | 36:28 | 20:03 | 27:45 | 34:51 | 40:26 | 57:52 | 12:41 | 09:23 |
 | Guardian Greaves | 8 | 5.06% | 57.8 | 75.00% | +24.33% | -25.00% | +25.00% | 2.84% | 32:49 | 21:31 | 23:48 | 27:34 | 41:23 | 52:03 | 17:35 | 13:01 |
 | Chainmail | 19 | 12.03% | 55.6 | 57.89% | +6.81% | -37.89% | +22.11% | 3.31% | 25:25 | 12:48 | 15:33 | 21:19 | 33:40 | 50:59 | 18:07 | 13:25 |
 | Mekansm | 15 | 9.49% | 53.3 | 60.00% | +8.95% | -10.00% | +40.00% | 3.94% | 26:26 | 17:17 | 18:23 | 22:22 | 31:05 | 50:59 | 12:42 | 09:24 |
 | Lotus Orb | 8 | 5.06% | 51.1 | 62.50% | +11.17% | -12.50% | -12.50% | 0.00% | 34:34 | 25:33 | 26:21 | 34:07 | 37:46 | 50:14 | 11:25 | 08:27 |
 | Aeon Disk | 6 | 3.80% | 48.9 | 66.67% | +15.35% | +33.33% | -66.67% | 0.00% | 45:43 | 37:52 | 40:43 | 44:43 | 50:08 | 52:39 | 09:25 | 06:58 |
 | Holy Locket | 9 | 5.70% | 46.7 | 55.56% | +3.88% | -5.56% | -5.56% | 0.00% | 20:33 | 17:25 | 17:45 | 19:16 | 21:08 | 30:31 | 03:23 | 02:30 |
 | Linken's Sphere | 2 | 1.27% | 44.4 | 100.00% | +48.72% | 0.00% | 0.00% | 0.00% | 48:04 | 37:52 | 37:52 | 58:15 | 58:15 | 58:15 | 20:23 | 15:05 |
 | Wraith Pact | 2 | 1.27% | 42.2 | 100.00% | +48.72% | 0.00% | 0.00% | 0.00% | 39:56 | 32:48 | 32:48 | 47:04 | 47:04 | 47:04 | 14:16 | 10:34 |
 | Tranquil Boots | 29 | 18.35% | 40.0 | 34.48% | -21.33% | +8.38% | -5.91% | -0.83% | 23:29 | 09:55 | 11:12 | 23:05 | 28:27 | 55:02 | 17:15 | 12:46 |
 | Glimmer Cape | 3 | 1.90% | 37.8 | 66.67% | +15.06% | +33.33% | 0.00% | 0.00% | 33:34 | 23:39 | 23:39 | 37:48 | 39:14 | 39:14 | 15:35 | 11:32 |
 | Drum of Endurance | 4 | 2.53% | 35.6 | 50.00% | -1.95% | -50.00% | +50.00% | 0.00% | 26:50 | 18:58 | 18:58 | 19:39 | 29:22 | 39:22 | 10:24 | 07:42 |
 | Medallion of Courage | 4 | 2.53% | 33.3 | 50.00% | -1.95% | -50.00% | -50.00% | 0.00% | 29:49 | 19:48 | 19:48 | 29:01 | 33:40 | 36:48 | 13:52 | 10:16 |
 | Blight Stone | 4 | 2.53% | 31.1 | 50.00% | -1.95% | -50.00% | -50.00% | 0.00% | 29:40 | 19:31 | 19:31 | 28:39 | 33:40 | 36:48 | 14:09 | 10:28 |
 | Orb of Corrosion | 1 | 0.63% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:07 | 29:07 | 29:07 | 29:07 | 29:07 | 29:07 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.63% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:51 | 36:51 | 36:51 | 36:51 | 36:51 | 36:51 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.63% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:04 | 58:04 | 58:04 | 58:04 | 58:04 | 58:04 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.63% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.63% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 00:00 | 00:00 |
 | Solar Crest | 2 | 1.27% | 17.8 | 50.00% | -1.92% | -50.00% | 0.00% | 0.00% | 42:20 | 37:34 | 37:34 | 47:06 | 47:06 | 47:06 | 09:32 | 07:03 |
 | Hood of Defiance | 2 | 1.27% | 15.6 | 50.00% | -1.92% | -50.00% | 0.00% | 0.00% | 33:00 | 30:27 | 30:27 | 35:33 | 35:33 | 35:33 | 05:06 | 03:46 |
 | Pipe of Insight | 2 | 1.27% | 13.3 | 50.00% | -1.92% | +50.00% | 0.00% | 0.00% | 39:04 | 38:52 | 38:52 | 39:16 | 39:16 | 39:16 | 00:24 | 00:17 |
 | Wraith Band | 2 | 1.27% | 11.1 | 50.00% | -1.92% | +50.00% | 0.00% | 0.00% | 32:57 | 26:53 | 26:53 | 39:01 | 39:01 | 39:01 | 12:08 | 08:59 |
 | Hand of Midas | 2 | 1.27% | 8.9 | 50.00% | -1.92% | +50.00% | 0.00% | 0.00% | 24:08 | 18:48 | 18:48 | 29:27 | 29:27 | 29:27 | 10:39 | 07:53 |
 | Crown | 1 | 0.63% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:49 | 36:49 | 36:49 | 36:49 | 36:49 | 36:49 | 00:00 | 00:00 |
 | Bracer | 1 | 0.63% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:45 | 10:45 | 10:45 | 10:45 | 10:45 | 10:45 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.63% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 00:00 | 00:00 |