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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 | |
 | Drum of Endurance | 25 | 18.66% | 100.0 | 72.00% | +26.13% | -38.67% | +11.33% | 4.46% | 25:21 | 14:14 | 18:22 | 22:10 | 29:34 | 58:49 | 11:12 | 08:17 |
 | Force Staff | 79 | 58.96% | 98.0 | 56.96% | +15.14% | +13.04% | -11.96% | -2.41% | 28:51 | 17:07 | 22:12 | 27:15 | 32:35 | 1:04:05 | 10:23 | 07:41 |
 | Fluffy Hat | 103 | 76.87% | 95.9 | 55.34% | +19.86% | +6.20% | +17.74% | 1.69% | 17:17 | 06:17 | 12:12 | 15:44 | 19:01 | 46:46 | 06:49 | 05:02 |
 | Buckler | 47 | 35.07% | 93.9 | 59.57% | +13.59% | -9.57% | -1.24% | 0.56% | 28:56 | 10:45 | 21:55 | 26:16 | 36:52 | 54:55 | 14:57 | 11:04 |
 | Arcane Boots | 94 | 70.15% | 91.8 | 54.26% | +11.76% | -0.09% | -23.83% | -7.09% | 13:22 | 05:29 | 11:37 | 13:11 | 14:58 | 27:37 | 03:21 | 02:28 |
 | Guardian Greaves | 17 | 12.69% | 89.8 | 70.59% | +22.73% | -20.59% | +4.41% | 2.23% | 30:33 | 13:03 | 23:41 | 28:56 | 34:55 | 51:43 | 11:14 | 08:19 |
 | Wind Lace | 86 | 64.18% | 87.8 | 53.49% | +7.66% | -8.04% | +8.41% | 1.55% | 07:58 | -01:30 | -01:29 | 06:08 | 12:05 | 58:49 | 13:34 | 10:02 |
 | Boots of Speed | 134 | 100.00% | 85.7 | 50.75% | +50.75% | -0.75% | -14.39% | -3.29% | 06:05 | -01:29 | 04:26 | 06:15 | 08:35 | 16:17 | 04:09 | 03:04 |
 | Magic Wand | 94 | 70.15% | 83.7 | 52.13% | +4.63% | -10.46% | -4.30% | 1.39% | 12:35 | 01:51 | 09:49 | 12:17 | 14:15 | 31:30 | 04:26 | 03:17 |
 | Ring of Protection | 50 | 37.31% | 81.6 | 56.00% | +8.38% | -17.54% | +2.33% | 1.17% | 24:38 | -01:29 | 18:34 | 24:05 | 35:32 | 54:55 | 16:58 | 12:34 |
 | Magic Stick | 129 | 96.27% | 79.6 | 49.61% | -30.39% | +3.52% | -2.73% | -1.29% | 04:29 | -01:29 | 01:55 | 04:32 | 06:45 | 15:10 | 04:50 | 03:34 |
 | Headdress | 49 | 36.57% | 77.6 | 55.10% | +6.86% | +3.23% | -21.77% | -4.82% | 19:03 | 07:15 | 15:29 | 18:25 | 20:40 | 37:12 | 05:11 | 03:50 |
 | Chainmail | 47 | 35.07% | 75.5 | 55.32% | +7.04% | +3.01% | -21.99% | -4.69% | 17:08 | 06:30 | 13:38 | 16:48 | 18:58 | 39:29 | 05:20 | 03:57 |
 | Holy Locket | 17 | 12.69% | 73.5 | 64.71% | +15.99% | +35.29% | +35.29% | 0.00% | 26:11 | 16:20 | 19:18 | 24:49 | 32:45 | 37:28 | 13:27 | 09:57 |
 | Quelling Blade | 18 | 13.43% | 71.4 | 61.11% | +11.97% | -41.11% | +13.89% | 4.86% | 12:26 | -01:29 | -01:25 | 08:27 | 12:44 | 49:28 | 14:09 | 10:28 |
 | Void Stone | 14 | 10.45% | 69.4 | 64.29% | +15.12% | +10.71% | +2.38% | -0.89% | 34:42 | 13:19 | 30:24 | 35:12 | 39:43 | 47:27 | 09:19 | 06:54 |
 | Morbid Mask | 23 | 17.16% | 67.3 | 56.52% | +6.97% | -6.52% | +10.15% | 1.15% | 37:31 | 19:24 | 28:03 | 37:38 | 42:35 | 1:03:16 | 14:32 | 10:45 |
 | Lotus Orb | 10 | 7.46% | 65.3 | 70.00% | +20.81% | +30.00% | -70.00% | 0.00% | 38:49 | 29:43 | 34:16 | 37:52 | 45:19 | 47:32 | 11:03 | 08:11 |
 | Mekansm | 35 | 26.12% | 63.3 | 51.43% | +0.92% | +15.24% | -18.10% | -8.00% | 21:16 | 09:37 | 18:44 | 20:57 | 22:54 | 32:28 | 04:10 | 03:05 |
 | Ring of Health | 21 | 15.67% | 61.2 | 57.14% | +7.58% | -57.14% | +2.86% | 3.59% | 31:39 | 15:18 | 20:43 | 33:44 | 37:27 | 47:32 | 16:44 | 12:23 |
 | Ring of Basilius | 24 | 17.91% | 59.2 | 54.17% | +4.17% | -20.84% | +12.50% | 1.88% | 35:39 | 08:39 | 24:51 | 35:33 | 42:35 | 1:03:16 | 17:44 | 13:08 |
 | Vladmir's Offering | 22 | 16.42% | 57.1 | 54.55% | +4.55% | +12.12% | +5.45% | -0.39% | 37:59 | 20:21 | 28:19 | 37:42 | 45:34 | 1:03:16 | 17:15 | 12:46 |
 | Glimmer Cape | 25 | 18.66% | 55.1 | 52.00% | +1.54% | -18.67% | +14.67% | 4.96% | 31:16 | 22:18 | 26:26 | 28:29 | 33:09 | 46:43 | 06:43 | 04:58 |
 | Phase Boots | 9 | 6.72% | 53.1 | 66.67% | +17.07% | -16.67% | -66.67% | 0.00% | 15:48 | 13:01 | 13:24 | 15:58 | 16:36 | 19:44 | 03:12 | 02:22 |
 | Wraith Pact | 13 | 9.70% | 51.0 | 53.85% | +3.44% | -20.52% | -20.52% | 0.00% | 41:25 | 27:47 | 31:56 | 36:18 | 48:08 | 1:08:05 | 16:12 | 12:00 |
 | Boots of Bearing | 6 | 4.48% | 49.0 | 66.67% | +16.67% | -16.67% | +33.33% | 0.00% | 40:15 | 33:03 | 34:11 | 40:54 | 44:26 | 46:10 | 10:15 | 07:35 |
 | Tranquil Boots | 21 | 15.67% | 46.9 | 42.86% | -9.35% | +17.14% | -2.86% | -0.88% | 23:20 | 07:17 | 10:51 | 19:42 | 33:28 | 45:29 | 22:37 | 16:45 |
 | Aeon Disk | 12 | 8.96% | 44.9 | 50.00% | -0.82% | +16.67% | +16.67% | 0.00% | 41:58 | 26:23 | 36:34 | 41:28 | 46:34 | 53:29 | 10:00 | 07:24 |
 | Boots of Travel | 2 | 1.49% | 42.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 55:03 | 44:28 | 44:28 | 1:05:38 | 1:05:38 | 1:05:38 | 21:10 | 15:40 |
 | Ghost Scepter | 14 | 10.45% | 40.8 | 42.86% | -8.81% | +7.14% | -9.53% | -1.97% | 35:20 | 21:22 | 30:06 | 31:33 | 38:34 | 56:48 | 08:28 | 06:16 |
 | Wraith Band | 10 | 7.46% | 38.8 | 40.00% | -11.61% | -6.67% | +60.00% | 0.00% | 27:49 | 14:59 | 23:47 | 26:41 | 33:39 | 38:49 | 09:52 | 07:18 |
 | Vanguard | 3 | 2.24% | 36.7 | 66.67% | +16.29% | -66.67% | 0.00% | 0.00% | 24:39 | 21:51 | 21:51 | 23:57 | 28:08 | 28:08 | 06:17 | 04:39 |
 | Helm of Iron Will | 3 | 2.24% | 34.7 | 66.67% | +16.29% | +33.33% | 0.00% | 0.00% | 28:28 | 19:12 | 19:12 | 32:11 | 34:00 | 34:00 | 14:48 | 10:57 |
 | Crimson Guard | 3 | 2.24% | 32.7 | 66.67% | +16.29% | +33.33% | 0.00% | 0.00% | 30:28 | 24:14 | 24:14 | 33:07 | 34:04 | 34:04 | 09:50 | 07:17 |
 | Linken's Sphere | 1 | 0.75% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:17 | 50:17 | 50:17 | 50:17 | 50:17 | 50:17 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.75% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 00:00 | 00:00 |
 | Black King Bar | 1 | 0.75% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:57 | 33:57 | 33:57 | 33:57 | 33:57 | 33:57 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.75% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.75% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 00:00 | 00:00 |
 | Sange | 1 | 0.75% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:24 | 38:24 | 38:24 | 38:24 | 38:24 | 38:24 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.75% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:29 | 39:29 | 39:29 | 39:29 | 39:29 | 39:29 | 00:00 | 00:00 |
 | Hood of Defiance | 7 | 5.22% | 16.3 | 28.57% | -23.40% | -28.57% | +21.43% | 0.00% | 24:18 | 17:18 | 17:36 | 20:44 | 27:21 | 35:03 | 09:45 | 07:13 |
 | Blink Dagger | 2 | 1.49% | 14.3 | 50.00% | -0.76% | -50.00% | 0.00% | 0.00% | 36:41 | 32:47 | 32:47 | 40:34 | 40:34 | 40:34 | 07:47 | 05:45 |
 | Eul's Scepter of Divinity | 3 | 2.24% | 12.2 | 33.33% | -17.82% | -33.33% | 0.00% | 0.00% | 26:34 | 18:55 | 18:55 | 29:53 | 30:53 | 30:53 | 11:58 | 08:51 |
 | Pipe of Insight | 4 | 2.99% | 10.2 | 25.00% | -26.54% | -25.00% | -25.00% | 0.00% | 29:45 | 22:39 | 22:39 | 26:24 | 31:49 | 38:09 | 09:10 | 06:47 |
 | Medallion of Courage | 1 | 0.75% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:19 | 21:19 | 21:19 | 21:19 | 21:19 | 21:19 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.75% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 00:00 | 00:00 |
 | Orb of Venom | 2 | 1.49% | 4.1 | 0.00% | -51.52% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.75% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 00:00 | 00:00 |