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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 | |
 | Crimson Guard | 652 | 2.44% | 16.0 | 51.38% | +1.54% | -2.91% | -2.30% | 0.00% | 22:00 | 10:10 | 16:44 | 20:58 | 25:13 | 1:07:00 | 06:17 |
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 | |
 | Beastmaster | 104 | 17.66% | 100.0 | 63.46% | +13.56% | -9.61% | +1.92% | 1.59% | 21:44 | 11:43 | 18:02 | 21:13 | 25:18 | 35:10 | 07:16 | 05:22 |
 | Underlord | 108 | 54.55% | 98.0 | 50.00% | +2.22% | +9.26% | -1.85% | -1.31% | 19:33 | 11:56 | 14:27 | 19:29 | 22:56 | 33:51 | 08:29 | 06:17 |
 | Ogre Magi | 9 | 20.93% | 96.0 | 66.67% | +22.55% | -16.67% | -16.67% | 0.00% | 21:55 | 16:27 | 18:29 | 22:39 | 23:11 | 26:18 | 04:42 | 03:28 |
 | Magnus | 36 | 13.28% | 94.0 | 55.56% | +10.03% | +11.11% | -33.34% | -6.19% | 22:13 | 12:35 | 18:03 | 21:28 | 25:14 | 36:28 | 07:11 | 05:19 |
 | Dark Seer | 97 | 34.64% | 92.0 | 47.42% | -6.13% | +6.75% | -18.25% | -3.62% | 20:38 | 10:10 | 16:38 | 19:15 | 23:32 | 47:46 | 06:54 | 05:06 |
 | Pudge | 3 | 3.23% | 90.0 | 100.00% | +52.22% | 0.00% | 0.00% | 0.00% | 22:05 | 17:28 | 17:28 | 18:58 | 29:48 | 29:48 | 12:20 | 09:08 |
 | Doom | 97 | 18.10% | 88.0 | 45.36% | -7.94% | +8.81% | -7.86% | -2.18% | 18:41 | 10:47 | 15:08 | 16:51 | 22:47 | 29:34 | 07:39 | 05:40 |
 | Axe | 8 | 11.43% | 86.0 | 62.50% | +20.56% | -62.50% | -12.50% | 5.87% | 27:11 | 19:12 | 20:23 | 24:33 | 28:54 | 40:50 | 08:31 | 06:18 |
 | Techies | 6 | 1.47% | 84.0 | 83.33% | +28.11% | -33.33% | +16.67% | 0.00% | 30:09 | 21:50 | 23:20 | 23:24 | 35:48 | 45:23 | 12:28 | 09:14 |
 | Alchemist | 3 | 1.86% | 82.0 | 100.00% | +53.16% | 0.00% | 0.00% | 0.00% | 19:14 | 14:13 | 14:13 | 19:43 | 23:47 | 23:47 | 09:34 | 07:05 |
 | Primal Beast | 15 | 3.81% | 80.0 | 60.00% | +10.40% | -10.00% | +15.00% | 0.00% | 20:43 | 10:44 | 15:04 | 21:19 | 25:11 | 30:35 | 10:07 | 07:29 |
 | Witch Doctor | 2 | 3.39% | 78.0 | 100.00% | +40.35% | 0.00% | 0.00% | 0.00% | 32:39 | 28:44 | 28:44 | 36:34 | 36:34 | 36:34 | 07:50 | 05:48 |
 | Venomancer | 11 | 8.46% | 76.0 | 54.55% | -3.43% | +12.12% | -21.22% | 0.00% | 21:56 | 12:08 | 16:04 | 18:00 | 20:57 | 45:56 | 04:53 | 03:37 |
 | Brewmaster | 9 | 6.16% | 74.0 | 55.56% | +2.28% | +44.44% | -55.56% | 0.00% | 28:03 | 18:27 | 22:45 | 24:29 | 32:27 | 41:23 | 09:42 | 07:11 |
 | Dawnbreaker | 9 | 4.57% | 72.0 | 55.56% | +7.16% | -55.56% | +44.44% | 0.00% | 23:06 | 15:16 | 16:50 | 24:16 | 24:52 | 28:21 | 08:02 | 05:57 |
 | Timbersaw | 11 | 3.19% | 70.0 | 54.55% | +3.65% | -21.22% | +12.12% | 0.00% | 20:36 | 11:14 | 17:19 | 20:40 | 22:47 | 27:34 | 05:28 | 04:02 |
 | Clockwerk | 11 | 2.49% | 68.0 | 54.55% | +2.58% | +12.12% | +12.12% | 0.00% | 35:26 | 23:36 | 29:47 | 36:34 | 40:15 | 45:50 | 10:28 | 07:45 |
 | Bounty Hunter | 8 | 8.25% | 66.0 | 50.00% | -1.69% | 0.00% | +50.00% | 3.13% | 30:28 | 16:21 | 18:29 | 28:50 | 34:29 | 50:22 | 16:00 | 11:51 |
 | Visage | 5 | 3.25% | 64.0 | 60.00% | +4.30% | +40.00% | -60.00% | 0.00% | 28:11 | 23:11 | 23:11 | 26:25 | 30:16 | 36:20 | 07:05 | 05:14 |
 | Death Prophet | 2 | 0.56% | 62.0 | 100.00% | +54.62% | 0.00% | 0.00% | 0.00% | 19:24 | 16:10 | 16:10 | 22:38 | 22:38 | 22:38 | 06:28 | 04:47 |
 | Spirit Breaker | 6 | 2.33% | 60.0 | 50.00% | +2.38% | 0.00% | +50.00% | 0.00% | 27:26 | 22:19 | 24:26 | 26:55 | 30:37 | 32:21 | 06:11 | 04:34 |
 | Kunkka | 3 | 1.67% | 58.0 | 66.67% | +17.52% | -66.67% | 0.00% | 0.00% | 13:28 | 13:11 | 13:11 | 13:17 | 13:57 | 13:57 | 00:46 | 00:34 |
 | Undying | 9 | 1.83% | 56.0 | 44.44% | -3.49% | +5.56% | +55.56% | 0.00% | 27:41 | 13:42 | 15:48 | 22:42 | 36:15 | 50:43 | 20:27 | 15:08 |
 | Sand King | 2 | 15.38% | 54.0 | 50.00% | +13.64% | -50.00% | 0.00% | 0.00% | 24:30 | 20:18 | 20:18 | 28:41 | 28:41 | 28:41 | 08:23 | 06:12 |
 | Jakiro | 1 | 0.95% | 52.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 00:00 | 00:00 |
 | Legion Commander | 4 | 2.60% | 50.0 | 50.00% | -2.67% | +50.00% | -50.00% | 0.00% | 26:14 | 13:23 | 13:23 | 24:01 | 28:35 | 38:57 | 15:12 | 11:15 |
 | Enigma | 4 | 2.19% | 48.0 | 50.00% | +3.63% | -50.00% | +50.00% | 0.00% | 24:48 | 19:08 | 19:08 | 19:27 | 27:43 | 32:53 | 08:35 | 06:21 |
 | Centaur Warrunner | 24 | 17.52% | 46.0 | 20.83% | -20.76% | +12.50% | -4.16% | -2.29% | 21:58 | 14:14 | 18:19 | 20:54 | 25:35 | 30:27 | 07:16 | 05:22 |
 | Keeper of the Light | 4 | 1.19% | 44.0 | 50.00% | -0.76% | -50.00% | +50.00% | 0.00% | 27:53 | 20:30 | 20:30 | 21:52 | 24:50 | 44:19 | 04:20 | 03:12 |
 | Crystal Maiden | 1 | 0.36% | 42.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 00:00 | 00:00 |
 | Omniknight | 2 | 5.00% | 40.0 | 50.00% | -5.26% | +50.00% | 0.00% | 0.00% | 31:03 | 23:59 | 23:59 | 38:07 | 38:07 | 38:07 | 14:08 | 10:28 |
 | Mirana | 1 | 0.19% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 00:00 | 00:00 |
 | Rubick | 1 | 0.10% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:09 | 39:09 | 39:09 | 39:09 | 39:09 | 39:09 | 00:00 | 00:00 |
 | Mars | 2 | 0.88% | 34.0 | 50.00% | +10.44% | -50.00% | 0.00% | 0.00% | 23:28 | 22:32 | 22:32 | 24:23 | 24:23 | 24:23 | 01:51 | 01:22 |
 | Broodmother | 2 | 0.86% | 32.0 | 50.00% | -0.22% | -50.00% | 0.00% | 0.00% | 27:24 | 24:31 | 24:31 | 30:16 | 30:16 | 30:16 | 05:45 | 04:15 |
 | Tidehunter | 2 | 0.83% | 30.0 | 50.00% | +0.63% | +50.00% | 0.00% | 0.00% | 18:20 | 13:53 | 13:53 | 22:46 | 22:46 | 22:46 | 08:53 | 06:34 |
 | Tusk | 2 | 0.44% | 28.0 | 50.00% | +3.96% | +50.00% | 0.00% | 0.00% | 41:57 | 31:21 | 31:21 | 52:32 | 52:32 | 52:32 | 21:11 | 15:41 |
 | Chen | 4 | 5.19% | 26.0 | 25.00% | -24.32% | -25.00% | -25.00% | 0.00% | 25:54 | 19:46 | 19:46 | 21:04 | 31:05 | 31:39 | 11:19 | 08:22 |
 | Earth Spirit | 3 | 1.73% | 24.0 | 33.33% | -13.73% | -33.33% | 0.00% | 0.00% | 27:02 | 21:55 | 21:55 | 24:49 | 34:23 | 34:23 | 12:28 | 09:14 |
 | Enchantress | 3 | 0.66% | 22.0 | 33.33% | -19.75% | -33.33% | 0.00% | 0.00% | 27:27 | 20:09 | 20:09 | 28:37 | 33:34 | 33:34 | 13:25 | 09:56 |
 | Pangolier | 3 | 0.46% | 20.0 | 33.33% | -19.29% | -33.33% | 0.00% | 0.00% | 17:34 | 14:01 | 14:01 | 15:22 | 23:20 | 23:20 | 09:19 | 06:54 |
 | Nature's Prophet | 4 | 0.89% | 18.0 | 25.00% | -25.68% | -25.00% | +75.00% | 0.00% | 28:49 | 22:44 | 22:44 | 26:59 | 32:19 | 33:15 | 09:35 | 07:05 |
 | Vengeful Spirit | 1 | 0.52% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:28 | 18:28 | 18:28 | 18:28 | 18:28 | 18:28 | 00:00 | 00:00 |
 | Pugna | 1 | 0.50% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:00 | 1:07:00 | 1:07:00 | 1:07:00 | 1:07:00 | 1:07:00 | 00:00 | 00:00 |
 | Void Spirit | 1 | 0.35% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 00:00 | 00:00 |
 | Snapfire | 3 | 0.60% | 10.0 | 0.00% | -47.90% | 0.00% | 0.00% | 0.00% | 26:58 | 22:30 | 22:30 | 23:58 | 34:27 | 34:27 | 11:57 | 08:51 |
 | Shadow Demon | 1 | 0.38% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:17 | 50:17 | 50:17 | 50:17 | 50:17 | 50:17 | 00:00 | 00:00 |
 | Batrider | 1 | 0.21% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:54 | 20:54 | 20:54 | 20:54 | 20:54 | 20:54 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 0.37% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 00:00 | 00:00 |
 | Anti-Mage | 2 | 1.92% | 2.0 | 0.00% | -59.80% | 0.00% | 0.00% | 0.00% | 18:45 | 18:01 | 18:01 | 19:29 | 19:29 | 19:29 | 01:28 | 01:05 |