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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.
| Total | Winrate shifts | Timings | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Std.Dev | |
 | Headdress | 462 | 5.20% | 62.8 | 56.93% | +7.76% | -5.21% | +7.42% | 0.74% | 11:18 | -01:30 | -01:28 | 12:20 | 18:27 | 59:09 | 14:45 |
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Hero | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Abaddon | 36 | 33.33% | 100.0 | 72.22% | +13.89% | -16.66% | +16.67% | 3.98% | 20:08 | -01:29 | 15:19 | 18:18 | 23:42 | 42:38 | 08:23 | 06:12 |
 | Mirana | 27 | 15.88% | 97.9 | 74.07% | +22.32% | +25.93% | -31.21% | -6.56% | 18:50 | -01:29 | 13:17 | 17:25 | 22:00 | 52:13 | 08:43 | 06:27 |
 | Necrophos | 13 | 17.11% | 95.8 | 76.92% | +30.89% | +23.08% | -10.25% | -5.65% | 17:38 | 10:12 | 13:35 | 14:47 | 19:29 | 33:10 | 05:54 | 04:22 |
 | Io | 170 | 97.14% | 93.8 | 51.76% | +31.76% | +1.73% | -4.14% | -1.69% | 02:33 | -01:30 | -01:29 | -01:28 | 04:58 | 32:48 | 06:27 | 04:46 |
 | Centaur Warrunner | 5 | 20.00% | 91.7 | 80.00% | +45.00% | -80.00% | +20.00% | 0.00% | 18:28 | 17:12 | 17:12 | 18:15 | 18:24 | 20:44 | 01:12 | 00:53 |
 | Visage | 3 | 9.09% | 89.6 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 23:16 | 18:27 | 18:27 | 20:47 | 30:33 | 30:33 | 12:06 | 08:57 |
 | Undying | 40 | 54.05% | 87.5 | 52.50% | +20.15% | +27.50% | -2.50% | -7.20% | 18:04 | 02:42 | 15:34 | 17:21 | 19:44 | 31:13 | 04:10 | 03:05 |
 | Beastmaster | 3 | 5.26% | 85.4 | 100.00% | +40.74% | 0.00% | 0.00% | 0.00% | 19:08 | 15:28 | 15:28 | 17:34 | 24:23 | 24:23 | 08:55 | 06:36 |
 | Keeper of the Light | 21 | 9.68% | 83.3 | 61.90% | +11.39% | -1.90% | +38.10% | 32.88% | 02:55 | -01:29 | -01:29 | -01:29 | 02:42 | 31:41 | 04:11 | 03:05 |
 | Dazzle | 3 | 37.50% | 81.3 | 66.67% | +46.67% | +33.33% | 0.00% | -3.62% | 20:39 | 17:22 | 17:22 | 18:01 | 26:35 | 26:35 | 09:13 | 06:49 |
 | Enchantress | 33 | 22.45% | 79.2 | 51.52% | -4.62% | -14.02% | +35.98% | 5.36% | 18:40 | 08:28 | 11:43 | 16:18 | 21:03 | 59:09 | 09:20 | 06:54 |
 | Chen | 14 | 87.50% | 77.1 | 42.86% | +42.86% | -17.86% | +23.81% | 5.91% | 03:51 | -01:29 | -01:29 | 00:44 | 08:32 | 18:43 | 10:01 | 07:25 |
 | Death Prophet | 8 | 3.40% | 75.0 | 75.00% | +23.46% | -25.00% | +25.00% | 0.00% | 18:34 | 13:49 | 14:15 | 15:51 | 17:40 | 33:00 | 03:25 | 02:31 |
 | Bounty Hunter | 1 | 16.67% | 72.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 00:00 | 00:00 |
 | Pugna | 5 | 2.87% | 70.8 | 80.00% | +32.07% | +20.00% | +20.00% | 0.00% | 26:59 | 21:21 | 21:21 | 23:28 | 26:13 | 40:32 | 04:52 | 03:36 |
 | Underlord | 7 | 12.96% | 68.8 | 57.14% | -6.69% | +42.86% | -7.14% | -10.14% | 19:12 | 14:22 | 15:28 | 17:54 | 20:24 | 27:50 | 04:56 | 03:39 |
 | Dawnbreaker | 7 | 35.00% | 66.7 | 42.86% | -10.99% | +57.14% | +7.14% | -11.19% | 16:40 | 13:15 | 13:34 | 15:49 | 18:02 | 22:20 | 04:28 | 03:18 |
 | Tidehunter | 11 | 13.25% | 64.6 | 45.45% | +13.51% | -12.12% | -12.12% | 0.00% | 16:31 | 09:47 | 12:58 | 17:00 | 17:12 | 22:41 | 04:14 | 03:08 |
 | Jakiro | 3 | 7.32% | 62.5 | 66.67% | +11.41% | +33.33% | 0.00% | 0.00% | 07:45 | -01:29 | -01:29 | 08:40 | 16:05 | 16:05 | 17:34 | 13:00 |
 | Axe | 1 | 5.88% | 60.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:12 | 23:12 | 23:12 | 23:12 | 23:12 | 23:12 | 00:00 | 00:00 |
 | Sand King | 2 | 0.67% | 58.3 | 100.00% | +49.32% | 0.00% | 0.00% | 0.00% | 17:02 | 13:45 | 13:45 | 20:19 | 20:19 | 20:19 | 06:34 | 04:51 |
 | Phoenix | 7 | 9.09% | 56.3 | 42.86% | -11.43% | +7.14% | -42.86% | -2.75% | 14:02 | -01:29 | -01:29 | 14:53 | 19:40 | 34:23 | 21:09 | 15:40 |
 | Winter Wyvern | 1 | 3.23% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:52 | 25:52 | 25:52 | 25:52 | 25:52 | 25:52 | 00:00 | 00:00 |
 | Omniknight | 1 | 3.13% | 52.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:05 | 28:05 | 28:05 | 28:05 | 28:05 | 28:05 | 00:00 | 00:00 |
 | Broodmother | 2 | 22.22% | 50.0 | 50.00% | +35.71% | -50.00% | 0.00% | 9.77% | 18:20 | 15:46 | 15:46 | 20:53 | 20:53 | 20:53 | 05:07 | 03:47 |
 | Snapfire | 7 | 5.04% | 47.9 | 42.86% | +4.98% | -42.86% | +57.14% | 8.24% | 07:10 | -01:29 | -01:29 | -00:52 | 13:37 | 24:56 | 15:06 | 11:11 |
 | Treant Protector | 1 | 1.72% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 00:00 | 00:00 |
 | Faceless Void | 1 | 1.67% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 00:00 | 00:00 |
 | Timbersaw | 1 | 1.05% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Magnus | 2 | 11.76% | 39.6 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 05:35 | 04:02 | 04:02 | 07:07 | 07:07 | 07:07 | 03:05 | 02:17 |
 | Kunkka | 1 | 0.85% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 00:00 | 00:00 |
 | Weaver | 1 | 0.76% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:15 | 15:15 | 15:15 | 15:15 | 15:15 | 15:15 | 00:00 | 00:00 |
 | Monkey King | 1 | 0.72% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 00:00 | 00:00 |
 | Pangolier | 1 | 0.44% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 00:00 | 00:00 |
 | Windranger | 2 | 5.13% | 29.2 | 50.00% | -22.97% | -50.00% | 0.00% | 0.00% | 18:11 | -01:29 | -01:29 | 37:50 | 37:50 | 37:50 | 39:19 | 29:07 |
 | Venomancer | 3 | 15.79% | 27.1 | 33.33% | -10.42% | +66.67% | 0.00% | 0.00% | 31:17 | 16:41 | 16:41 | 23:57 | 53:14 | 53:14 | 36:33 | 27:04 |
 | Earth Spirit | 2 | 2.99% | 25.0 | 50.00% | +0.77% | -50.00% | 0.00% | 0.00% | 20:04 | 12:32 | 12:32 | 27:36 | 27:36 | 27:36 | 15:04 | 11:09 |
 | Rubick | 2 | 2.20% | 22.9 | 50.00% | -0.56% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Grimstroke | 3 | 1.28% | 20.8 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Dragon Knight | 1 | 0.41% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 00:00 | 00:00 |
 | Viper | 1 | 1.54% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:10 | 28:10 | 28:10 | 28:10 | 28:10 | 28:10 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 1.27% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 00:00 | 00:00 |
 | Dark Seer | 1 | 5.00% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:05 | 12:05 | 12:05 | 12:05 | 12:05 | 12:05 | 00:00 | 00:00 |
 | Mars | 2 | 0.62% | 10.4 | 0.00% | -47.50% | 0.00% | 0.00% | 0.00% | 17:22 | 15:27 | 15:27 | 19:17 | 19:17 | 19:17 | 03:50 | 02:50 |
 | Dark Willow | 1 | 5.88% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Oracle | 1 | 7.14% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:45 | 15:45 | 15:45 | 15:45 | 15:45 | 15:45 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 0.41% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:37 | 30:37 | 30:37 | 30:37 | 30:37 | 30:37 | 00:00 | 00:00 |
 | Tusk | 1 | 1.05% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -00:55 | -00:55 | -00:55 | -00:55 | -00:55 | -00:55 | 00:00 | 00:00 |