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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 | 540 | 5.86% | 79.3 | 59.26% | +10.36% | -5.19% | +3.70% | 0.78% | 18:18 | -01:29 | 12:11 | 18:19 | 23:34 | 59:33 | 08:25 |
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 | |
 | Necrophos | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:40 | 12:40 | 12:40 | 12:40 | 12:40 | 12:40 | 00:00 | 00:00 |
 | Timbersaw | 24 | 20.17% | 98.3 | 79.17% | +30.75% | -12.50% | +4.16% | 2.51% | 22:40 | 11:22 | 18:19 | 21:50 | 24:58 | 51:31 | 06:39 | 04:55 |
 | Dazzle | 4 | 66.67% | 96.7 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 18:26 | 16:47 | 16:47 | 17:22 | 19:19 | 20:14 | 02:32 | 01:52 |
 | Pangolier | 16 | 8.74% | 95.0 | 81.25% | +30.35% | +18.75% | -6.25% | 0.00% | 18:00 | 10:40 | 12:42 | 16:39 | 20:10 | 27:39 | 07:28 | 05:31 |
 | Chen | 20 | 95.24% | 93.3 | 60.00% | +60.00% | -20.00% | 0.00% | 3.60% | 04:21 | -01:29 | 01:22 | 03:04 | 06:55 | 15:15 | 05:33 | 04:06 |
 | Abaddon | 11 | 12.22% | 91.7 | 81.82% | +32.45% | +18.18% | -15.15% | -10.31% | 24:40 | 19:09 | 20:34 | 21:08 | 23:48 | 40:43 | 03:14 | 02:23 |
 | Dark Seer | 43 | 78.18% | 90.0 | 58.14% | +33.14% | +32.77% | +5.50% | -6.06% | 13:23 | 07:21 | 09:47 | 11:42 | 14:17 | 32:30 | 04:30 | 03:20 |
 | Beastmaster | 19 | 10.67% | 88.3 | 73.68% | +15.82% | -13.68% | -13.68% | 0.00% | 21:36 | 01:34 | 18:23 | 20:54 | 23:26 | 33:45 | 05:03 | 03:44 |
 | Death Prophet | 11 | 5.02% | 86.7 | 81.82% | +33.26% | -15.15% | -15.15% | 0.00% | 24:15 | 12:12 | 14:12 | 23:57 | 30:11 | 40:10 | 15:59 | 11:50 |
 | Witch Doctor | 16 | 13.79% | 85.0 | 68.75% | +21.75% | +6.25% | -18.75% | -2.81% | 23:47 | 11:31 | 15:16 | 18:55 | 24:10 | 59:33 | 08:54 | 06:35 |
 | Underlord | 45 | 58.44% | 83.3 | 53.33% | +0.20% | +1.22% | -16.97% | -1.97% | 18:13 | 07:34 | 12:30 | 17:05 | 21:43 | 39:48 | 09:13 | 06:49 |
 | Tidehunter | 47 | 30.72% | 81.7 | 53.19% | +0.36% | +13.48% | -11.52% | -4.32% | 18:29 | 10:03 | 15:22 | 19:21 | 21:09 | 27:54 | 05:47 | 04:17 |
 | Enchantress | 12 | 14.29% | 80.0 | 66.67% | +16.67% | -33.34% | +33.33% | 3.63% | 23:41 | 09:53 | 13:23 | 24:47 | 31:46 | 35:44 | 18:23 | 13:37 |
 | Mirana | 43 | 29.86% | 78.3 | 53.49% | +7.95% | -35.31% | +19.24% | 5.50% | 20:03 | 10:24 | 13:57 | 21:32 | 23:52 | 40:44 | 09:55 | 07:20 |
 | Snapfire | 2 | 11.76% | 76.7 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 11:12 | 11:01 | 11:01 | 11:22 | 11:22 | 11:22 | 00:21 | 00:15 |
 | Legion Commander | 3 | 5.36% | 75.0 | 100.00% | +62.26% | 0.00% | 0.00% | 0.00% | 21:18 | 17:27 | 17:27 | 21:44 | 24:42 | 24:42 | 07:15 | 05:22 |
 | Centaur Warrunner | 4 | 20.00% | 73.3 | 75.00% | +31.25% | +25.00% | +25.00% | 0.00% | 17:30 | 16:17 | 16:17 | 17:23 | 17:58 | 18:21 | 01:41 | 01:14 |
 | Io | 35 | 42.68% | 71.7 | 48.57% | -15.26% | -15.24% | -15.24% | 0.00% | 06:46 | -01:29 | 02:09 | 05:40 | 08:37 | 24:57 | 06:28 | 04:47 |
 | Leshrac | 9 | 12.16% | 70.0 | 66.67% | +29.75% | +33.33% | -16.67% | -5.54% | 13:25 | 07:43 | 07:55 | 15:05 | 16:57 | 20:05 | 09:02 | 06:41 |
 | Phoenix | 16 | 8.16% | 68.3 | 62.50% | -3.06% | -12.50% | +37.50% | 4.82% | 23:12 | 12:24 | 16:08 | 20:58 | 26:31 | 50:28 | 10:23 | 07:41 |
 | Venomancer | 15 | 29.41% | 66.7 | 53.33% | +20.00% | +21.67% | -3.33% | -2.22% | 17:15 | 09:15 | 11:08 | 17:22 | 22:24 | 27:11 | 11:16 | 08:20 |
 | Sand King | 12 | 17.65% | 65.0 | 58.33% | +10.12% | -25.00% | -25.00% | 0.00% | 26:02 | 15:31 | 20:28 | 21:47 | 26:15 | 57:01 | 05:47 | 04:17 |
 | Omniknight | 1 | 20.00% | 63.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:44 | 18:44 | 18:44 | 18:44 | 18:44 | 18:44 | 00:00 | 00:00 |
 | Nature's Prophet | 9 | 6.57% | 61.7 | 66.67% | +14.33% | -16.67% | +33.33% | 5.32% | 11:16 | 05:08 | 05:34 | 10:08 | 14:58 | 19:17 | 09:24 | 06:57 |
 | Oracle | 5 | 3.09% | 60.0 | 80.00% | +27.77% | -80.00% | +20.00% | 0.00% | 21:12 | 12:11 | 12:11 | 23:38 | 26:51 | 31:01 | 14:40 | 10:51 |
 | Tusk | 3 | 1.61% | 58.3 | 100.00% | +53.01% | 0.00% | 0.00% | 0.00% | 32:43 | 28:36 | 28:36 | 33:51 | 35:41 | 35:41 | 07:05 | 05:14 |
 | Undying | 22 | 23.91% | 56.7 | 45.45% | +12.59% | +4.55% | -5.45% | -0.95% | 20:11 | 11:26 | 14:02 | 19:22 | 24:34 | 36:17 | 10:32 | 07:48 |
 | Earth Spirit | 5 | 2.05% | 55.0 | 80.00% | +37.32% | -80.00% | +20.00% | 0.00% | 24:16 | 16:37 | 16:37 | 21:23 | 31:01 | 32:59 | 14:24 | 10:40 |
 | Ogre Magi | 2 | 3.64% | 53.3 | 100.00% | +52.83% | 0.00% | 0.00% | 0.00% | 23:04 | 20:54 | 20:54 | 25:13 | 25:13 | 25:13 | 04:19 | 03:11 |
 | Clockwerk | 4 | 3.42% | 51.7 | 75.00% | +18.36% | +25.00% | -75.00% | 0.00% | 30:43 | 20:17 | 20:17 | 23:41 | 25:36 | 53:19 | 05:19 | 03:56 |
 | Keeper of the Light | 13 | 7.47% | 50.0 | 46.15% | -8.51% | -12.82% | -12.82% | 0.00% | 15:44 | 06:51 | 11:04 | 16:09 | 20:36 | 25:22 | 09:32 | 07:03 |
 | Batrider | 2 | 1.36% | 48.3 | 100.00% | +51.03% | 0.00% | 0.00% | 0.00% | 23:50 | 20:12 | 20:12 | 27:28 | 27:28 | 27:28 | 07:16 | 05:22 |
 | Treant Protector | 1 | 7.69% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:57 | 21:57 | 21:57 | 21:57 | 21:57 | 21:57 | 00:00 | 00:00 |
 | Grimstroke | 2 | 1.14% | 45.0 | 100.00% | +64.94% | 0.00% | 0.00% | 0.00% | 27:03 | 25:34 | 25:34 | 28:31 | 28:31 | 28:31 | 02:57 | 02:11 |
 | Enigma | 5 | 5.21% | 43.3 | 60.00% | +12.75% | -60.00% | +40.00% | 0.00% | 13:46 | 05:04 | 05:04 | 16:09 | 16:37 | 22:53 | 11:33 | 08:33 |
 | Axe | 1 | 4.17% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 00:00 | 00:00 |
 | Viper | 12 | 16.67% | 40.0 | 33.33% | -25.00% | 0.00% | -33.33% | -3.11% | 14:55 | 07:03 | 07:57 | 16:22 | 18:40 | 22:33 | 10:43 | 07:56 |
 | Bounty Hunter | 5 | 20.00% | 38.3 | 40.00% | -5.00% | -40.00% | -40.00% | 0.00% | 23:20 | 16:57 | 16:57 | 23:36 | 26:14 | 30:18 | 09:17 | 06:52 |
 | Bristleback | 1 | 1.92% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 00:00 | 00:00 |
 | Ancient Apparition | 5 | 9.26% | 35.0 | 40.00% | -8.98% | +60.00% | -40.00% | 0.00% | 24:43 | 18:50 | 18:50 | 23:41 | 29:46 | 29:54 | 10:56 | 08:05 |
 | Alchemist | 1 | 1.12% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:52 | 22:52 | 22:52 | 22:52 | 22:52 | 22:52 | 00:00 | 00:00 |
 | Elder Titan | 1 | 1.02% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 00:00 | 00:00 |
 | Outworld Destroyer | 1 | 0.93% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:45 | 14:45 | 14:45 | 14:45 | 14:45 | 14:45 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 0.81% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 00:00 | 00:00 |
 | Rubick | 4 | 2.05% | 26.7 | 50.00% | +3.93% | +50.00% | +50.00% | 0.00% | 20:57 | 14:43 | 14:43 | 16:09 | 16:56 | 35:59 | 02:13 | 01:38 |
 | Earthshaker | 1 | 0.65% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:52 | 30:52 | 30:52 | 30:52 | 30:52 | 30:52 | 00:00 | 00:00 |
 | Mars | 5 | 1.89% | 23.3 | 40.00% | -8.26% | -40.00% | -40.00% | 0.00% | 23:48 | 19:06 | 19:06 | 25:54 | 25:59 | 27:56 | 06:53 | 05:05 |
 | Bloodseeker | 7 | 6.80% | 21.7 | 28.57% | -18.31% | +21.43% | +21.43% | 0.00% | 24:49 | 19:37 | 25:15 | 25:21 | 25:36 | 26:28 | 00:21 | 00:15 |
 | Void Spirit | 1 | 0.32% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 12.50% | 18.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 00:00 | 00:00 |
 | Doom | 1 | 4.35% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:04 | 19:04 | 19:04 | 19:04 | 19:04 | 19:04 | 00:00 | 00:00 |
 | Bane | 1 | 16.67% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:08 | 14:08 | 14:08 | 14:08 | 14:08 | 14:08 | 00:00 | 00:00 |
 | Luna | 1 | 4.17% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:01 | 22:01 | 22:01 | 22:01 | 22:01 | 22:01 | 00:00 | 00:00 |
 | Broodmother | 1 | 11.11% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:54 | 18:54 | 18:54 | 18:54 | 18:54 | 18:54 | 00:00 | 00:00 |
 | Pugna | 2 | 10.53% | 10.0 | 0.00% | -35.29% | 0.00% | 0.00% | 0.00% | 09:36 | 08:51 | 08:51 | 10:21 | 10:21 | 10:21 | 01:30 | 01:06 |
 | Lycan | 1 | 1.11% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:18 | 26:18 | 26:18 | 26:18 | 26:18 | 26:18 | 00:00 | 00:00 |
 | Spirit Breaker | 1 | 2.78% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:49 | 27:49 | 27:49 | 27:49 | 27:49 | 27:49 | 00:00 | 00:00 |
 | Brewmaster | 1 | 1.89% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 00:00 |
 | Visage | 1 | 20.00% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 00:00 | 00:00 |
 | Warlock | 1 | 16.67% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:08 | 15:08 | 15:08 | 15:08 | 15:08 | 15:08 | 00:00 | 00:00 |