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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 | |
 | Vanguard | 704 | 16.60% | 52.0 | 52.56% | +7.07% | +0.28% | +7.67% | 1.15% | 12:13 | 03:17 | 05:49 | 07:22 | 12:14 | 1:10:01 | 04:45 |
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 | |
 | Ogre Magi | 5 | 71.43% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 04:59 | 03:44 | 03:44 | 05:19 | 05:31 | 06:05 | 01:47 | 01:19 |
 | Monkey King | 6 | 9.38% | 98.0 | 100.00% | +56.90% | 0.00% | 0.00% | 0.00% | 40:48 | 33:43 | 39:05 | 41:46 | 42:03 | 46:20 | 02:58 | 02:11 |
 | Beastmaster | 72 | 58.06% | 96.1 | 63.89% | +8.12% | +8.33% | +19.44% | 1.27% | 11:35 | 04:24 | 06:32 | 08:54 | 15:17 | 34:04 | 08:45 | 06:28 |
 | Doom | 121 | 91.67% | 94.1 | 58.68% | +22.32% | +4.65% | -8.68% | -5.63% | 07:10 | 04:05 | 05:29 | 06:10 | 07:51 | 19:15 | 02:22 | 01:45 |
 | Alchemist | 23 | 37.70% | 92.2 | 65.22% | +28.38% | +34.78% | -31.89% | -11.46% | 30:54 | 06:18 | 27:17 | 30:25 | 33:06 | 49:20 | 05:49 | 04:18 |
 | Anti-Mage | 7 | 87.50% | 90.2 | 57.14% | +57.14% | +42.86% | -7.14% | -20.98% | 14:34 | 05:00 | 05:26 | 07:39 | 07:49 | 41:53 | 02:23 | 01:45 |
 | Primal Beast | 6 | 50.00% | 88.2 | 66.67% | +50.00% | +33.33% | +33.33% | 0.00% | 06:41 | 03:57 | 05:47 | 06:14 | 07:39 | 10:12 | 01:52 | 01:22 |
 | Timbersaw | 52 | 61.90% | 86.3 | 53.85% | -5.53% | +15.38% | 0.00% | -6.19% | 06:32 | 03:44 | 05:21 | 06:06 | 07:50 | 10:47 | 02:29 | 01:50 |
 | Axe | 18 | 100.00% | 84.3 | 50.00% | +50.00% | +10.00% | -25.00% | -30.00% | 05:54 | 04:25 | 05:18 | 05:45 | 06:28 | 08:46 | 01:10 | 00:51 |
 | Pudge | 4 | 30.77% | 82.4 | 75.00% | +30.56% | +25.00% | -75.00% | -13.67% | 15:39 | 05:33 | 05:33 | 10:46 | 12:52 | 33:24 | 07:19 | 05:25 |
 | Witch Doctor | 2 | 13.33% | 80.4 | 100.00% | +30.77% | 0.00% | 0.00% | 0.00% | 29:53 | 27:09 | 27:09 | 32:36 | 32:36 | 32:36 | 05:27 | 04:02 |
 | Naga Siren | 5 | 13.51% | 78.4 | 80.00% | +33.12% | +20.00% | +20.00% | 0.00% | 29:41 | 19:50 | 19:50 | 33:33 | 35:05 | 36:00 | 15:15 | 11:17 |
 | Dark Seer | 30 | 90.91% | 76.5 | 46.67% | -20.00% | +28.33% | +10.47% | -6.91% | 07:35 | 03:57 | 05:43 | 06:15 | 08:18 | 27:37 | 02:35 | 01:54 |
 | Underlord | 56 | 90.32% | 74.5 | 46.43% | +29.76% | -10.72% | -3.57% | 2.42% | 07:30 | 04:27 | 05:40 | 06:31 | 08:37 | 22:36 | 02:57 | 02:11 |
 | Brewmaster | 9 | 81.82% | 72.5 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 07:57 | 04:17 | 06:03 | 06:41 | 08:43 | 16:43 | 02:40 | 01:58 |
 | Ursa | 9 | 33.33% | 70.6 | 55.56% | +27.78% | +44.44% | -5.56% | -3.45% | 33:30 | 21:54 | 23:59 | 36:00 | 38:29 | 48:11 | 14:30 | 10:44 |
 | Enigma | 3 | 30.00% | 68.6 | 66.67% | +66.67% | +33.33% | 0.00% | 0.00% | 13:24 | 08:31 | 08:31 | 14:28 | 17:14 | 17:14 | 08:43 | 06:27 |
 | Magnus | 79 | 54.86% | 66.7 | 40.51% | -22.57% | -10.51% | -10.51% | 0.00% | 07:39 | 04:39 | 05:45 | 06:16 | 07:54 | 34:19 | 02:09 | 01:35 |
 | Batrider | 50 | 43.10% | 64.7 | 42.00% | -11.03% | +19.54% | +8.00% | -2.37% | 09:56 | 03:17 | 06:16 | 08:44 | 11:08 | 33:42 | 04:52 | 03:36 |
 | Pangolier | 20 | 15.50% | 62.7 | 50.00% | -1.38% | +10.00% | +10.00% | 0.00% | 28:27 | 04:20 | 06:10 | 33:22 | 43:02 | 1:08:48 | 36:52 | 27:18 |
 | Bloodseeker | 11 | 14.86% | 60.8 | 54.55% | +8.52% | -21.22% | +12.12% | 1.82% | 31:18 | 06:37 | 20:04 | 32:15 | 38:26 | 53:26 | 18:22 | 13:36 |
 | Venomancer | 4 | 7.55% | 58.8 | 75.00% | +15.82% | +25.00% | +25.00% | 0.00% | 13:44 | 08:37 | 08:37 | 09:22 | 10:24 | 26:33 | 01:47 | 01:19 |
 | Slark | 2 | 4.08% | 56.9 | 100.00% | +48.94% | 0.00% | 0.00% | 0.00% | 42:12 | 42:01 | 42:01 | 42:22 | 42:22 | 42:22 | 00:21 | 00:15 |
 | Spirit Breaker | 29 | 26.85% | 54.9 | 41.38% | -2.92% | +15.76% | -27.09% | -5.63% | 10:34 | 04:23 | 05:30 | 07:00 | 13:07 | 29:57 | 07:37 | 05:38 |
 | Mars | 3 | 13.64% | 52.9 | 66.67% | +14.04% | +33.33% | 0.00% | 0.00% | 17:48 | 05:53 | 05:53 | 22:04 | 25:28 | 25:28 | 19:35 | 14:30 |
 | Keeper of the Light | 7 | 7.45% | 51.0 | 57.14% | +8.86% | -57.14% | +42.86% | 0.00% | 21:39 | 15:02 | 15:42 | 19:51 | 26:53 | 29:48 | 11:11 | 08:17 |
 | Techies | 6 | 2.80% | 49.0 | 66.67% | +7.05% | -16.67% | +33.33% | 0.00% | 27:46 | 17:05 | 17:53 | 21:50 | 31:09 | 49:21 | 13:16 | 09:49 |
 | Undying | 5 | 9.26% | 47.1 | 60.00% | +29.39% | +40.00% | +40.00% | 0.00% | 17:00 | 07:50 | 07:50 | 10:08 | 14:43 | 44:13 | 06:53 | 05:05 |
 | Ember Spirit | 2 | 1.82% | 45.1 | 100.00% | +59.26% | 0.00% | 0.00% | 0.00% | 17:14 | 15:35 | 15:35 | 18:53 | 18:53 | 18:53 | 03:18 | 02:26 |
 | Invoker | 1 | 8.33% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 00:00 | 00:00 |
 | Juggernaut | 3 | 9.09% | 41.2 | 66.67% | +13.34% | +33.33% | 0.00% | 0.00% | 45:14 | 30:04 | 30:04 | 49:59 | 55:40 | 55:40 | 25:36 | 18:57 |
 | Earthshaker | 2 | 40.00% | 39.2 | 50.00% | -50.00% | -50.00% | 0.00% | 50.00% | 05:40 | 05:17 | 05:17 | 06:02 | 06:02 | 06:02 | 00:45 | 00:33 |
 | Troll Warlord | 1 | 7.69% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:51 | 31:51 | 31:51 | 31:51 | 31:51 | 31:51 | 00:00 | 00:00 |
 | Earth Spirit | 10 | 58.82% | 35.3 | 30.00% | -27.14% | +3.33% | +20.00% | 1.81% | 11:40 | 04:56 | 06:15 | 12:49 | 15:27 | 16:52 | 09:12 | 06:48 |
 | Dawnbreaker | 3 | 60.00% | 33.3 | 33.33% | +33.33% | -33.33% | 0.00% | 6.92% | 09:42 | 06:38 | 06:38 | 11:01 | 11:27 | 11:27 | 04:49 | 03:34 |
 | Clockwerk | 1 | 3.23% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 00:00 | 00:00 |
 | Bounty Hunter | 4 | 8.89% | 29.4 | 50.00% | -3.66% | -50.00% | +50.00% | 0.00% | 15:30 | 04:35 | 04:35 | 05:33 | 16:31 | 35:21 | 11:56 | 08:50 |
 | Centaur Warrunner | 6 | 100.00% | 27.5 | 16.67% | +16.67% | -16.67% | -16.67% | 0.00% | 06:05 | 05:03 | 05:13 | 06:09 | 06:37 | 07:04 | 01:24 | 01:02 |
 | Abaddon | 2 | 16.67% | 25.5 | 50.00% | -20.00% | -50.00% | 0.00% | 0.00% | 20:42 | 04:44 | 04:44 | 36:39 | 36:39 | 36:39 | 31:55 | 23:38 |
 | Death Prophet | 2 | 14.29% | 23.5 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 09:44 | 05:38 | 05:38 | 13:49 | 13:49 | 13:49 | 08:11 | 06:03 |
 | Medusa | 1 | 1.04% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 00:00 | 00:00 |
 | Phantom Lancer | 2 | 9.52% | 19.6 | 50.00% | +7.89% | -50.00% | 0.00% | 0.00% | 30:12 | 08:45 | 08:45 | 51:39 | 51:39 | 51:39 | 42:54 | 31:46 |
 | Omniknight | 4 | 40.00% | 17.6 | 25.00% | -75.00% | -25.00% | -25.00% | 0.00% | 22:31 | 06:17 | 06:17 | 07:47 | 23:10 | 52:48 | 16:53 | 12:30 |
 | Legion Commander | 3 | 15.79% | 15.7 | 33.33% | -4.17% | +66.67% | 0.00% | -6.58% | 08:23 | 04:19 | 04:19 | 06:22 | 14:27 | 14:27 | 10:08 | 07:30 |
 | Pugna | 3 | 3.95% | 13.7 | 33.33% | -18.72% | +66.67% | 0.00% | 0.00% | 55:35 | 29:56 | 29:56 | 1:06:48 | 1:10:01 | 1:10:01 | 40:05 | 29:41 |
 | Tidehunter | 5 | 16.67% | 11.8 | 20.00% | -32.00% | -20.00% | +80.00% | 0.00% | 07:16 | 04:45 | 04:45 | 08:09 | 08:27 | 08:30 | 03:42 | 02:44 |
 | Lifestealer | 1 | 7.14% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 00:00 | 00:00 |
 | Void Spirit | 1 | 0.61% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:57 | 10:57 | 10:57 | 10:57 | 10:57 | 10:57 | 00:00 | 00:00 |
 | Grimstroke | 1 | 20.00% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 00:00 | 00:00 |
 | Enchantress | 1 | 1.52% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:11 | 14:11 | 14:11 | 14:11 | 14:11 | 14:11 | 00:00 | 00:00 |
 | Snapfire | 1 | 4.76% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:06 | 20:06 | 20:06 | 20:06 | 20:06 | 20:06 | 00:00 | 00:00 |