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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 | |
 | Ring of Health | 17 | 33.33% | 100.0 | 76.47% | +26.47% | -26.47% | +23.53% | 4.70% | 27:00 | 12:20 | 21:19 | 28:34 | 31:57 | 37:40 | 10:38 | 07:52 |
 | Holy Locket | 5 | 9.80% | 98.0 | 100.00% | +45.65% | 0.00% | 0.00% | 0.00% | 24:11 | 21:17 | 21:17 | 24:10 | 24:47 | 27:11 | 03:30 | 02:35 |
 | Refresher Orb | 8 | 15.69% | 96.0 | 87.50% | +34.01% | -37.50% | +12.50% | 7.83% | 35:10 | 29:38 | 31:27 | 35:03 | 37:50 | 39:08 | 06:23 | 04:43 |
 | Aghanim's Shard | 44 | 86.27% | 94.0 | 63.64% | +35.07% | -9.09% | -9.09% | 0.00% | 19:39 | 15:01 | 16:15 | 18:53 | 21:29 | 28:41 | 05:14 | 03:52 |
 | Headdress | 24 | 47.06% | 92.0 | 66.67% | +14.82% | +16.66% | 0.00% | -16.66% | 01:15 | -01:29 | -01:29 | -01:29 | -01:01 | 22:27 | 00:28 | 00:20 |
 | Magic Wand | 37 | 72.55% | 90.0 | 62.16% | +12.16% | +15.62% | -6.60% | -5.27% | 10:42 | 04:08 | 08:20 | 10:39 | 12:33 | 24:25 | 04:13 | 03:07 |
 | Magic Stick | 43 | 84.31% | 88.0 | 60.47% | +10.47% | +3.17% | +3.17% | 0.00% | 05:30 | -01:29 | 01:33 | 05:32 | 08:27 | 20:11 | 06:54 | 05:06 |
 | Wind Lace | 49 | 96.08% | 86.0 | 59.18% | +9.18% | -0.85% | -9.18% | -1.49% | 07:12 | -01:29 | 03:52 | 06:49 | 09:27 | 20:17 | 05:35 | 04:08 |
 | Boots of Speed | 51 | 100.00% | 84.0 | 58.82% | +58.82% | +2.72% | -4.97% | -1.93% | 07:12 | -01:29 | 05:15 | 07:09 | 09:14 | 12:26 | 03:59 | 02:57 |
 | Void Stone | 21 | 41.18% | 82.0 | 66.67% | +13.34% | +13.33% | +13.33% | 0.00% | 25:26 | 10:19 | 15:41 | 28:02 | 31:57 | 41:12 | 16:16 | 12:02 |
 | Tranquil Boots | 48 | 94.12% | 80.0 | 58.33% | -8.34% | +8.34% | -16.66% | -5.62% | 09:39 | 04:09 | 07:03 | 09:29 | 11:30 | 22:16 | 04:27 | 03:17 |
 | Aeon Disk | 9 | 17.65% | 78.0 | 77.78% | +23.02% | +22.22% | +22.22% | 0.00% | 37:14 | 25:43 | 30:14 | 39:10 | 40:15 | 43:17 | 10:01 | 07:25 |
 | Eul's Scepter of Divinity | 6 | 11.76% | 76.0 | 83.33% | +27.77% | +16.67% | +16.67% | 0.00% | 22:53 | 17:02 | 17:14 | 20:41 | 25:39 | 33:57 | 08:25 | 06:14 |
 | Fluffy Hat | 18 | 35.29% | 74.0 | 61.11% | +3.53% | -21.11% | +13.89% | 3.17% | 18:17 | 06:13 | 13:32 | 16:55 | 24:35 | 30:36 | 11:03 | 08:11 |
 | Ring of Basilius | 8 | 15.69% | 72.0 | 75.00% | +19.19% | +25.00% | -25.00% | -9.87% | 16:30 | 06:13 | 12:42 | 12:52 | 17:46 | 28:59 | 05:04 | 03:45 |
 | Force Staff | 8 | 15.69% | 70.0 | 62.50% | +4.36% | -62.50% | -12.50% | 8.43% | 25:31 | 18:02 | 20:34 | 24:54 | 26:30 | 34:44 | 05:56 | 04:23 |
 | Ring of Protection | 16 | 31.37% | 68.0 | 50.00% | -12.86% | -50.00% | 0.00% | 4.57% | 09:55 | -01:29 | 02:06 | 08:00 | 13:02 | 28:59 | 10:56 | 08:05 |
 | Morbid Mask | 4 | 7.84% | 66.0 | 75.00% | +17.55% | +25.00% | +25.00% | 0.00% | 23:00 | 16:45 | 16:45 | 17:10 | 28:59 | 29:05 | 12:14 | 09:03 |
 | Vladmir's Offering | 4 | 7.84% | 64.0 | 75.00% | +17.55% | +25.00% | +25.00% | 0.00% | 24:01 | 17:05 | 17:05 | 20:15 | 28:59 | 29:44 | 11:54 | 08:48 |
 | Buckler | 4 | 7.84% | 62.0 | 75.00% | +17.55% | +25.00% | -75.00% | -7.00% | 20:40 | 13:02 | 13:02 | 13:19 | 27:19 | 28:59 | 14:17 | 10:34 |
 | Crown | 2 | 3.92% | 60.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 17:43 | 14:29 | 14:29 | 20:57 | 20:57 | 20:57 | 06:28 | 04:47 |
 | Veil of Discord | 2 | 3.92% | 58.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 19:00 | 16:12 | 16:12 | 21:48 | 21:48 | 21:48 | 05:36 | 04:08 |
 | Hood of Defiance | 2 | 3.92% | 56.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 16:50 | 12:20 | 12:20 | 21:19 | 21:19 | 21:19 | 08:59 | 06:39 |
 | Wraith Pact | 2 | 3.92% | 54.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 26:48 | 25:56 | 25:56 | 27:39 | 27:39 | 27:39 | 01:43 | 01:16 |
 | Pipe of Insight | 2 | 3.92% | 52.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 19:56 | 17:08 | 17:08 | 22:43 | 22:43 | 22:43 | 05:35 | 04:08 |
 | Spirit Vessel | 7 | 13.73% | 50.0 | 57.14% | -1.95% | +42.86% | -7.14% | -12.82% | 20:11 | 13:10 | 16:46 | 20:36 | 20:40 | 27:16 | 03:54 | 02:53 |
 | Urn of Shadows | 10 | 19.61% | 48.0 | 40.00% | -23.41% | -6.67% | +10.00% | 6.49% | 10:08 | 05:28 | 08:11 | 09:53 | 10:45 | 17:18 | 02:34 | 01:54 |
 | Lotus Orb | 3 | 5.88% | 46.0 | 66.67% | +8.34% | -66.67% | 0.00% | 5.48% | 27:38 | 20:05 | 20:05 | 30:33 | 32:15 | 32:15 | 12:10 | 09:00 |
 | Ghost Scepter | 3 | 5.88% | 44.0 | 66.67% | +8.34% | +33.33% | 0.00% | -3.11% | 26:09 | 21:54 | 21:54 | 23:54 | 32:38 | 32:38 | 10:44 | 07:57 |
 | Shiva's Guard | 3 | 5.88% | 42.0 | 66.67% | +8.34% | +33.33% | 0.00% | -3.99% | 27:36 | 24:44 | 24:44 | 24:59 | 33:05 | 33:05 | 08:21 | 06:11 |
 | Kaya | 1 | 1.96% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:19 | 14:19 | 14:19 | 14:19 | 14:19 | 14:19 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 1.96% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.96% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.96% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:45 | 49:45 | 49:45 | 49:45 | 49:45 | 49:45 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.96% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:48 | 15:48 | 15:48 | 15:48 | 15:48 | 15:48 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.96% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:26 | 11:26 | 11:26 | 11:26 | 11:26 | 11:26 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.96% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Sange | 1 | 1.96% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:45 | 18:45 | 18:45 | 18:45 | 18:45 | 18:45 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.96% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:13 | 29:13 | 29:13 | 29:13 | 29:13 | 29:13 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.96% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 00:00 | 00:00 |
 | Chainmail | 1 | 1.96% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:33 | 21:33 | 21:33 | 21:33 | 21:33 | 21:33 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.96% | 18.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:05 | 20:05 | 20:05 | 20:05 | 20:05 | 20:05 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.96% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.96% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 3.92% | 12.0 | 0.00% | -61.22% | 0.00% | 0.00% | 0.00% | 32:14 | 23:02 | 23:02 | 41:25 | 41:25 | 41:25 | 18:23 | 13:37 |
 | Hand of Midas | 1 | 1.96% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:06 | 12:06 | 12:06 | 12:06 | 12:06 | 12:06 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.96% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:20 | 16:20 | 16:20 | 16:20 | 16:20 | 16:20 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 3.92% | 6.0 | 0.00% | -61.22% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.96% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:22 | 18:22 | 18:22 | 18:22 | 18:22 | 18:22 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.96% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 00:00 | 00:00 |