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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 | |
 | Blight Stone | 21 | 24.14% | 100.0 | 85.71% | +35.71% | +14.29% | -5.71% | -3.95% | 21:44 | 12:52 | 18:42 | 20:53 | 23:46 | 37:21 | 05:04 | 03:45 |
 | Medallion of Courage | 21 | 24.14% | 97.7 | 85.71% | +35.71% | +14.29% | -5.71% | -3.95% | 21:48 | 12:52 | 18:42 | 20:53 | 23:46 | 37:21 | 05:04 | 03:45 |
 | Solar Crest | 20 | 22.99% | 95.5 | 85.00% | +34.25% | +15.00% | -5.00% | -5.29% | 25:07 | 19:32 | 22:14 | 23:55 | 26:01 | 37:21 | 03:47 | 02:48 |
 | Crown | 20 | 22.99% | 93.2 | 85.00% | +34.25% | +15.00% | -25.00% | -6.56% | 23:54 | 18:42 | 19:34 | 23:12 | 25:40 | 37:21 | 06:06 | 04:31 |
 | Chainmail | 26 | 29.89% | 90.9 | 80.77% | +31.59% | -9.34% | +2.56% | 1.74% | 21:49 | 12:15 | 17:46 | 19:40 | 24:37 | 37:35 | 06:51 | 05:04 |
 | Aether Lens | 10 | 11.49% | 88.6 | 90.00% | +35.45% | -23.33% | +10.00% | 3.38% | 31:48 | 20:56 | 26:28 | 30:43 | 36:19 | 46:11 | 09:51 | 07:17 |
 | Drum of Endurance | 16 | 18.39% | 86.4 | 81.25% | +27.73% | -6.25% | +18.75% | 2.02% | 26:23 | 10:55 | 18:32 | 24:44 | 30:55 | 48:57 | 12:23 | 09:10 |
 | Arcane Boots | 16 | 18.39% | 84.1 | 81.25% | +27.73% | -6.25% | +18.75% | 7.25% | 16:42 | 09:23 | 10:46 | 13:17 | 14:13 | 37:38 | 03:27 | 02:33 |
 | Void Stone | 51 | 58.62% | 81.8 | 64.71% | +14.71% | +4.52% | -18.56% | -4.84% | 18:07 | 06:51 | 14:26 | 16:45 | 19:12 | 40:34 | 04:46 | 03:31 |
 | Force Staff | 34 | 39.08% | 79.5 | 67.65% | +14.82% | +21.24% | -30.15% | -5.10% | 27:53 | 18:32 | 21:11 | 28:20 | 31:15 | 52:00 | 10:04 | 07:27 |
 | Ring of Protection | 48 | 55.17% | 77.3 | 64.58% | +13.30% | +18.75% | -6.25% | -5.36% | 13:57 | 08:34 | 10:09 | 12:31 | 14:49 | 38:43 | 04:40 | 03:27 |
 | Wind Lace | 65 | 74.71% | 75.0 | 61.54% | +11.54% | +0.96% | +7.21% | 0.57% | 15:07 | 04:16 | 09:25 | 13:01 | 20:22 | 34:41 | 10:57 | 08:06 |
 | Boots of Speed | 87 | 100.00% | 72.7 | 58.62% | +58.62% | +14.11% | -4.07% | -5.59% | 07:27 | 00:10 | 05:50 | 07:24 | 09:05 | 12:17 | 03:15 | 02:24 |
 | Magic Stick | 84 | 96.55% | 70.5 | 57.14% | -42.86% | +9.53% | -19.04% | -8.09% | 03:04 | -01:29 | -01:29 | 02:11 | 05:01 | 17:45 | 06:30 | 04:48 |
 | Pavise | 44 | 50.57% | 68.2 | 61.36% | +5.55% | +2.28% | -43.18% | -11.66% | 16:48 | 10:00 | 14:38 | 16:27 | 18:32 | 27:30 | 03:54 | 02:53 |
 | Glimmer Cape | 33 | 37.93% | 65.9 | 63.64% | +8.08% | +11.36% | -13.64% | -3.53% | 26:28 | 18:10 | 21:40 | 25:26 | 28:45 | 47:08 | 07:05 | 05:14 |
 | Magic Wand | 80 | 91.95% | 63.6 | 56.25% | -29.46% | +28.75% | -21.25% | -8.38% | 08:50 | 00:10 | 05:05 | 09:03 | 11:03 | 29:13 | 05:58 | 04:25 |
 | Fluffy Hat | 70 | 80.46% | 61.4 | 55.71% | -14.88% | -0.15% | -20.42% | -5.00% | 13:23 | 02:19 | 10:15 | 11:53 | 14:18 | 41:41 | 04:03 | 03:00 |
 | Tranquil Boots | 48 | 55.17% | 59.1 | 56.25% | -5.29% | +2.08% | +18.75% | 1.90% | 17:04 | 07:41 | 11:36 | 14:41 | 20:22 | 36:06 | 08:46 | 06:29 |
 | Buckler | 6 | 6.90% | 56.8 | 83.33% | +26.54% | -33.33% | +16.67% | 5.19% | 33:45 | 17:32 | 29:05 | 37:10 | 38:43 | 42:19 | 09:38 | 07:08 |
 | Ghost Scepter | 4 | 4.60% | 54.5 | 75.00% | +17.17% | +25.00% | +25.00% | 0.00% | 30:22 | 20:41 | 20:41 | 24:11 | 30:07 | 46:27 | 09:26 | 06:59 |
 | Ring of Basilius | 2 | 2.30% | 52.3 | 100.00% | +42.35% | 0.00% | 0.00% | 0.00% | 39:45 | 37:10 | 37:10 | 42:20 | 42:20 | 42:20 | 05:10 | 03:49 |
 | Aeon Disk | 2 | 2.30% | 50.0 | 100.00% | +42.35% | 0.00% | 0.00% | 0.00% | 41:20 | 41:00 | 41:00 | 41:39 | 41:39 | 41:39 | 00:39 | 00:28 |
 | Morbid Mask | 2 | 2.30% | 47.7 | 100.00% | +42.35% | 0.00% | 0.00% | 0.00% | 39:45 | 37:10 | 37:10 | 42:20 | 42:20 | 42:20 | 05:10 | 03:49 |
 | Headdress | 5 | 5.75% | 45.5 | 60.00% | +1.46% | -60.00% | +40.00% | 3.50% | 22:16 | 07:53 | 07:53 | 16:07 | 36:25 | 37:35 | 28:32 | 21:08 |
 | Mekansm | 5 | 5.75% | 43.2 | 60.00% | +1.46% | -60.00% | +40.00% | 4.39% | 24:13 | 13:39 | 13:39 | 17:00 | 36:26 | 37:35 | 22:47 | 16:52 |
 | Boots of Bearing | 3 | 3.45% | 40.9 | 66.67% | +8.34% | +33.33% | 0.00% | 0.00% | 29:06 | 27:38 | 27:38 | 28:57 | 30:44 | 30:44 | 03:06 | 02:17 |
 | Blink Dagger | 3 | 3.45% | 38.6 | 66.67% | +8.34% | -66.67% | 0.00% | 0.00% | 32:57 | 19:08 | 19:08 | 31:16 | 48:26 | 48:26 | 29:18 | 21:42 |
 | Ring of Health | 3 | 3.45% | 36.4 | 66.67% | +8.34% | -66.67% | 0.00% | 0.00% | 37:38 | 30:27 | 30:27 | 40:38 | 41:48 | 41:48 | 11:21 | 08:24 |
 | Vladmir's Offering | 3 | 3.45% | 34.1 | 66.67% | +8.34% | +33.33% | 0.00% | 0.00% | 44:17 | 37:10 | 37:10 | 42:20 | 53:21 | 53:21 | 16:11 | 11:59 |
 | Boots of Travel | 4 | 4.60% | 31.8 | 50.00% | -9.04% | +50.00% | -50.00% | 0.00% | 43:36 | 39:03 | 39:03 | 42:47 | 44:48 | 47:46 | 05:45 | 04:15 |
 | Heaven's Halberd | 1 | 1.15% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.15% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:03 | 43:03 | 43:03 | 43:03 | 43:03 | 43:03 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.15% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:47 | 42:47 | 42:47 | 42:47 | 42:47 | 42:47 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.15% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:27 | 37:27 | 37:27 | 37:27 | 37:27 | 37:27 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.15% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:10 | 1:01:10 | 1:01:10 | 1:01:10 | 1:01:10 | 1:01:10 | 00:00 | 00:00 |
 | Phylactery | 1 | 1.15% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 00:00 | 00:00 |
 | Diadem | 1 | 1.15% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:24 | 14:24 | 14:24 | 14:24 | 14:24 | 14:24 | 00:00 | 00:00 |
 | Cornucopia | 1 | 1.15% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:54 | 42:54 | 42:54 | 42:54 | 42:54 | 42:54 | 00:00 | 00:00 |
 | Sange | 1 | 1.15% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Lotus Orb | 2 | 2.30% | 9.1 | 50.00% | -8.82% | -50.00% | 0.00% | 0.00% | 35:53 | 30:47 | 30:47 | 40:58 | 40:58 | 40:58 | 10:11 | 07:32 |
 | Wraith Band | 1 | 1.15% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:37 | 17:37 | 17:37 | 17:37 | 17:37 | 17:37 | 00:00 | 00:00 |
 | Aghanim's Shard | 4 | 4.60% | 4.5 | 0.00% | -61.45% | 0.00% | 0.00% | 0.00% | 28:06 | 19:43 | 19:43 | 30:12 | 30:41 | 31:49 | 10:58 | 08:07 |
 | Quelling Blade | 1 | 1.15% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 00:00 | 00:00 |