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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 | |
 | Bottle | 34 | 66.67% | 100.0 | 64.71% | +23.53% | +13.07% | -2.21% | -15.28% | 01:32 | 01:00 | 01:16 | 01:30 | 01:40 | 02:21 | 00:24 | 00:17 |
 | Aghanim's Scepter | 36 | 70.59% | 97.8 | 63.89% | +23.89% | +36.11% | -19.45% | -45.05% | 14:21 | 11:37 | 12:59 | 13:39 | 14:13 | 34:55 | 01:14 | 00:54 |
 | Soul Ring | 29 | 56.86% | 95.7 | 65.52% | +20.07% | +5.91% | -8.38% | -10.21% | 05:32 | 02:32 | 03:49 | 04:30 | 05:13 | 23:25 | 01:24 | 01:02 |
 | Aether Lens | 15 | 29.41% | 93.5 | 73.33% | +23.33% | +1.67% | -23.33% | -2.99% | 27:29 | 18:49 | 23:01 | 25:32 | 31:22 | 39:50 | 08:21 | 06:11 |
 | Quelling Blade | 48 | 94.12% | 91.3 | 60.42% | +60.42% | +6.25% | -27.09% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Black King Bar | 32 | 62.75% | 89.1 | 62.50% | +15.13% | 0.00% | 0.00% | 0.00% | 24:35 | 18:56 | 21:32 | 23:35 | 26:36 | 37:29 | 05:04 | 03:45 |
 | Void Stone | 23 | 45.10% | 87.0 | 65.22% | +15.22% | +18.11% | -31.89% | -5.54% | 30:07 | 18:33 | 23:54 | 30:16 | 32:56 | 45:19 | 09:02 | 06:41 |
 | Boots of Speed | 51 | 100.00% | 84.8 | 56.86% | +56.86% | -10.71% | +4.68% | 6.12% | 05:49 | 02:37 | 03:43 | 05:02 | 06:14 | 12:41 | 02:31 | 01:51 |
 | Ring of Protection | 31 | 60.78% | 82.6 | 61.29% | +11.29% | +1.21% | -36.29% | -24.19% | 05:01 | -01:28 | 02:42 | 03:35 | 04:15 | 23:25 | 01:33 | 01:08 |
 | Kaya and Sange | 9 | 17.65% | 80.4 | 77.78% | +25.40% | +22.22% | -27.78% | 0.00% | 27:03 | 19:11 | 21:04 | 29:34 | 30:31 | 30:50 | 09:27 | 07:00 |
 | Sange | 9 | 17.65% | 78.3 | 77.78% | +25.40% | +22.22% | -27.78% | 0.00% | 25:55 | 16:11 | 20:53 | 27:56 | 29:52 | 30:35 | 08:59 | 06:39 |
 | Blink Dagger | 34 | 66.67% | 76.1 | 58.82% | +5.88% | -3.26% | +3.68% | 0.83% | 23:07 | 15:58 | 18:37 | 22:53 | 26:58 | 35:34 | 08:21 | 06:11 |
 | Octarine Core | 6 | 11.76% | 73.9 | 83.33% | +30.00% | +16.67% | -83.33% | 0.00% | 33:10 | 26:05 | 27:16 | 32:42 | 35:07 | 44:49 | 07:51 | 05:48 |
 | Magic Stick | 35 | 68.63% | 71.7 | 54.29% | -8.21% | -20.96% | +34.60% | 12.72% | 04:59 | -01:29 | 02:00 | 02:46 | 06:22 | 20:40 | 04:22 | 03:14 |
 | Ghost Scepter | 8 | 15.69% | 69.6 | 75.00% | +21.51% | -25.00% | +25.00% | 0.00% | 31:24 | 17:26 | 24:19 | 32:03 | 35:32 | 41:15 | 11:13 | 08:18 |
 | Ethereal Blade | 8 | 15.69% | 67.4 | 75.00% | +21.51% | -25.00% | +25.00% | 0.00% | 33:15 | 22:27 | 25:48 | 34:52 | 37:36 | 41:27 | 11:48 | 08:44 |
 | Kaya | 13 | 25.49% | 65.2 | 61.54% | +6.28% | +38.46% | -28.21% | -5.86% | 27:08 | 18:21 | 19:23 | 30:01 | 30:46 | 32:07 | 11:23 | 08:25 |
 | Aghanim's Shard | 20 | 39.22% | 63.0 | 55.00% | -3.06% | +25.00% | -15.00% | -6.28% | 30:20 | 21:14 | 25:51 | 28:14 | 32:13 | 44:51 | 06:22 | 04:42 |
 | Magic Wand | 30 | 58.82% | 60.9 | 50.00% | -16.67% | 0.00% | +21.43% | 1.97% | 09:06 | 01:25 | 03:52 | 06:11 | 14:46 | 19:43 | 10:54 | 08:04 |
 | Helm of Iron Will | 11 | 21.57% | 58.7 | 63.64% | +8.64% | +36.36% | -30.31% | -27.59% | 04:20 | 03:01 | 03:07 | 03:49 | 05:32 | 06:29 | 02:25 | 01:47 |
 | Helm of the Dominator | 11 | 21.57% | 56.5 | 63.64% | +8.64% | +36.36% | -30.31% | -30.30% | 08:43 | 06:09 | 06:53 | 08:49 | 09:05 | 11:28 | 02:12 | 01:37 |
 | Aeon Disk | 4 | 7.84% | 54.3 | 75.00% | +19.68% | +25.00% | -75.00% | 0.00% | 29:24 | 22:57 | 22:57 | 26:37 | 31:03 | 36:58 | 08:06 | 06:00 |
 | Crown | 17 | 33.33% | 52.2 | 41.18% | -23.53% | +33.82% | -41.18% | -8.04% | 06:31 | -01:29 | -01:29 | 04:39 | 10:49 | 37:03 | 12:18 | 09:06 |
 | Wind Lace | 13 | 25.49% | 50.0 | 38.46% | -24.70% | -5.13% | +28.21% | 5.97% | 16:29 | 07:18 | 11:40 | 14:14 | 17:15 | 37:04 | 05:35 | 04:08 |
 | Ring of Health | 6 | 11.76% | 47.8 | 50.00% | -7.78% | -50.00% | +50.00% | 0.00% | 28:32 | 07:44 | 20:21 | 27:15 | 38:43 | 45:17 | 18:22 | 13:36 |
 | Ring of Basilius | 3 | 5.88% | 45.7 | 66.67% | +10.42% | +33.33% | 0.00% | 0.00% | 12:47 | 06:36 | 06:36 | 09:59 | 21:45 | 21:45 | 15:09 | 11:13 |
 | Solar Crest | 11 | 21.57% | 43.5 | 36.36% | -26.14% | -36.36% | +30.31% | 11.40% | 19:21 | 11:24 | 13:51 | 17:49 | 19:42 | 37:04 | 05:51 | 04:20 |
 | Blight Stone | 14 | 27.45% | 41.3 | 28.57% | -39.00% | -3.57% | +38.10% | 6.20% | 14:58 | 04:30 | 09:45 | 12:50 | 16:28 | 37:03 | 06:43 | 04:58 |
 | Chainmail | 14 | 27.45% | 39.1 | 28.57% | -39.00% | -3.57% | +4.76% | 1.33% | 14:18 | 03:23 | 09:27 | 13:06 | 15:44 | 37:03 | 06:17 | 04:39 |
 | Medallion of Courage | 14 | 27.45% | 37.0 | 28.57% | -39.00% | -28.57% | +38.10% | 10.13% | 15:30 | 05:28 | 09:53 | 15:16 | 16:28 | 37:03 | 06:35 | 04:52 |
 | Lotus Orb | 4 | 7.84% | 34.8 | 50.00% | -7.45% | -50.00% | +50.00% | 0.00% | 32:03 | 27:18 | 27:18 | 30:17 | 31:54 | 38:43 | 04:36 | 03:24 |
 | Aghanim's Blessing | 1 | 1.96% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:25 | 41:25 | 41:25 | 41:25 | 41:25 | 41:25 | 00:00 | 00:00 |
 | Helm of the Overlord | 1 | 1.96% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.96% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:17 | 45:17 | 45:17 | 45:17 | 45:17 | 45:17 | 00:00 | 00:00 |
 | Drum of Endurance | 2 | 3.92% | 26.1 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 16:26 | 11:15 | 11:15 | 21:37 | 21:37 | 21:37 | 10:22 | 07:40 |
 | Arcane Boots | 3 | 5.88% | 23.9 | 33.33% | -25.00% | -33.33% | 0.00% | 0.00% | 20:09 | 04:55 | 04:55 | 21:44 | 33:48 | 33:48 | 28:53 | 21:23 |
 | Phase Boots | 4 | 7.84% | 21.7 | 25.00% | -34.57% | -25.00% | -25.00% | 0.00% | 13:56 | 07:17 | 07:17 | 14:07 | 15:21 | 19:00 | 08:04 | 05:58 |
 | Bracer | 4 | 7.84% | 19.6 | 25.00% | -34.57% | -25.00% | -25.00% | 0.00% | 00:17 | -01:29 | -01:29 | -01:29 | 01:43 | 02:23 | 03:12 | 02:22 |
 | Orb of Venom | 2 | 3.92% | 17.4 | 0.00% | -59.18% | 0.00% | 0.00% | 0.00% | 06:03 | 05:52 | 05:52 | 06:14 | 06:14 | 06:14 | 00:22 | 00:16 |
 | Morbid Mask | 1 | 1.96% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:47 | 19:47 | 19:47 | 19:47 | 19:47 | 19:47 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 3.92% | 13.0 | 0.00% | -59.18% | 0.00% | 0.00% | 0.00% | 14:07 | 07:44 | 07:44 | 20:30 | 20:30 | 20:30 | 12:46 | 09:27 |
 | Scythe of Vyse | 3 | 5.88% | 10.9 | 0.00% | -60.42% | 0.00% | 0.00% | 0.00% | 45:47 | 41:23 | 41:23 | 46:19 | 49:39 | 49:39 | 08:16 | 06:07 |
 | Headdress | 2 | 3.92% | 8.7 | 0.00% | -59.18% | 0.00% | 0.00% | 0.00% | 17:59 | 12:41 | 12:41 | 23:17 | 23:17 | 23:17 | 10:36 | 07:51 |
 | Pipe of Insight | 2 | 3.92% | 6.5 | 0.00% | -59.18% | 0.00% | 0.00% | 0.00% | 18:43 | 13:09 | 13:09 | 24:16 | 24:16 | 24:16 | 11:07 | 08:14 |
 | Buckler | 1 | 1.96% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:45 | 21:45 | 21:45 | 21:45 | 21:45 | 21:45 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.96% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 00:00 | 00:00 |