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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 | 857 | 8.34% | 79.8 | 58.58% | +10.73% | -3.44% | +9.18% | 0.52% | 17:33 | 03:07 | 05:59 | 08:19 | 30:22 | 1:15:34 | 18:03 |
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 | |
 | Monkey King | 17 | 8.50% | 100.0 | 94.12% | +38.93% | +5.88% | -19.12% | -4.62% | 35:32 | 27:57 | 31:51 | 35:06 | 37:16 | 45:17 | 05:25 | 04:00 |
 | Alchemist | 57 | 42.86% | 98.3 | 75.44% | +28.07% | -11.15% | -18.30% | -0.61% | 25:44 | 04:21 | 21:02 | 28:33 | 32:43 | 41:22 | 11:41 | 08:39 |
 | Bloodseeker | 21 | 26.92% | 96.7 | 80.95% | +37.09% | -0.95% | -0.95% | 0.00% | 32:23 | 06:57 | 27:55 | 34:23 | 36:54 | 43:38 | 08:59 | 06:39 |
 | Phantom Assassin | 10 | 41.67% | 95.0 | 80.00% | +44.29% | -13.33% | -30.00% | -1.40% | 34:45 | 28:58 | 30:16 | 32:39 | 42:08 | 43:56 | 11:52 | 08:47 |
 | Spectre | 7 | 23.33% | 93.3 | 85.71% | +50.93% | +14.29% | -35.71% | -50.00% | 38:55 | 33:04 | 38:34 | 38:54 | 39:12 | 43:52 | 00:38 | 00:28 |
 | Ursa | 57 | 50.44% | 91.7 | 66.67% | +50.60% | +19.04% | -23.81% | -7.65% | 31:17 | 16:05 | 28:25 | 30:29 | 34:01 | 58:11 | 05:36 | 04:08 |
 | Abaddon | 23 | 34.33% | 90.0 | 69.57% | +35.48% | +30.43% | -36.24% | -10.23% | 33:38 | 21:42 | 29:52 | 34:13 | 36:23 | 45:19 | 06:31 | 04:49 |
 | Underlord | 93 | 81.58% | 88.3 | 58.06% | +0.92% | +15.85% | -18.93% | -16.18% | 07:42 | 03:21 | 05:12 | 05:57 | 07:21 | 1:08:33 | 02:09 | 01:35 |
 | Dawnbreaker | 4 | 7.14% | 86.7 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 28:57 | 06:03 | 06:03 | 35:17 | 36:44 | 37:42 | 30:41 | 22:43 |
 | Anti-Mage | 57 | 76.00% | 85.0 | 56.14% | +22.81% | +1.00% | -6.14% | -0.34% | 14:39 | 04:24 | 06:13 | 06:57 | 27:08 | 41:18 | 20:55 | 15:29 |
 | Lifestealer | 6 | 14.63% | 83.3 | 83.33% | +40.47% | +16.67% | +16.67% | 0.00% | 38:17 | 34:14 | 35:12 | 36:04 | 38:44 | 47:00 | 03:32 | 02:37 |
 | Night Stalker | 3 | 9.68% | 81.7 | 100.00% | +60.71% | 0.00% | 0.00% | 0.00% | 24:08 | 04:55 | 04:55 | 29:46 | 37:44 | 37:44 | 32:49 | 24:18 |
 | Legion Commander | 6 | 12.24% | 80.0 | 83.33% | +34.49% | +16.67% | -83.33% | -100.00% | 06:34 | 05:42 | 05:48 | 06:00 | 06:42 | 08:37 | 00:54 | 00:40 |
 | Dark Seer | 25 | 40.32% | 78.3 | 60.00% | +5.95% | +6.67% | -10.00% | -4.15% | 07:58 | 05:11 | 05:41 | 07:55 | 09:42 | 15:56 | 04:01 | 02:58 |
 | Centaur Warrunner | 58 | 85.29% | 76.7 | 51.72% | +41.72% | +1.61% | -1.72% | -1.64% | 07:05 | 04:28 | 05:32 | 06:10 | 07:34 | 32:47 | 02:02 | 01:30 |
 | Pangolier | 28 | 11.62% | 75.0 | 64.29% | +9.36% | -21.43% | +7.14% | 0.81% | 38:09 | 05:18 | 13:46 | 42:18 | 48:51 | 1:14:08 | 35:05 | 25:59 |
 | Axe | 15 | 93.75% | 73.3 | 46.67% | -53.33% | +28.33% | +3.33% | -13.51% | 05:46 | 03:20 | 04:42 | 06:10 | 06:33 | 08:25 | 01:51 | 01:22 |
 | Bounty Hunter | 17 | 25.00% | 71.7 | 58.82% | +1.96% | -8.82% | +41.18% | 10.68% | 08:32 | 03:07 | 04:15 | 05:19 | 08:56 | 24:50 | 04:41 | 03:28 |
 | Pudge | 21 | 44.68% | 70.0 | 52.38% | +13.92% | +7.62% | +7.62% | 0.00% | 06:39 | 04:32 | 05:37 | 06:31 | 07:10 | 09:18 | 01:33 | 01:08 |
 | Troll Warlord | 16 | 32.00% | 68.3 | 56.25% | +23.90% | -6.25% | -6.25% | 0.00% | 34:17 | 23:28 | 26:37 | 33:57 | 43:20 | 47:32 | 16:43 | 12:22 |
 | Slark | 8 | 6.67% | 66.7 | 75.00% | +22.32% | -25.00% | -25.00% | 0.00% | 38:49 | 31:07 | 32:58 | 35:24 | 45:20 | 46:02 | 12:22 | 09:09 |
 | Lone Druid | 2 | 10.00% | 65.0 | 100.00% | +38.89% | 0.00% | 0.00% | 0.00% | 33:50 | 30:22 | 30:22 | 37:18 | 37:18 | 37:18 | 06:56 | 05:08 |
 | Doom | 108 | 42.86% | 63.3 | 45.37% | -3.24% | +10.19% | +2.78% | -2.98% | 07:26 | 04:01 | 05:20 | 06:10 | 07:49 | 26:03 | 02:29 | 01:50 |
 | Phantom Lancer | 12 | 24.00% | 61.7 | 58.33% | +8.33% | -58.33% | +8.34% | 1.95% | 27:24 | 04:49 | 05:44 | 30:42 | 39:56 | 48:47 | 34:12 | 25:20 |
 | Primal Beast | 30 | 16.67% | 60.0 | 53.33% | +7.33% | +21.67% | -24.76% | -22.11% | 07:48 | 05:01 | 06:09 | 06:40 | 08:15 | 26:42 | 02:06 | 01:33 |
 | Beastmaster | 20 | 8.03% | 58.3 | 60.00% | +5.41% | +20.00% | 0.00% | -2.00% | 12:41 | 04:16 | 05:46 | 06:48 | 15:45 | 43:34 | 09:59 | 07:23 |
 | Juggernaut | 3 | 33.33% | 56.7 | 66.67% | +66.67% | +33.33% | 0.00% | -4.88% | 37:31 | 33:28 | 33:28 | 38:46 | 40:18 | 40:18 | 06:50 | 05:03 |
 | Naga Siren | 5 | 4.95% | 55.0 | 80.00% | +26.87% | +20.00% | -80.00% | 0.00% | 37:16 | 30:07 | 30:07 | 35:07 | 39:22 | 51:31 | 09:15 | 06:51 |
 | Wraith King | 2 | 5.71% | 53.3 | 100.00% | +42.42% | 0.00% | 0.00% | 0.00% | 45:46 | 37:13 | 37:13 | 54:19 | 54:19 | 54:19 | 17:06 | 12:40 |
 | Visage | 4 | 7.41% | 51.7 | 75.00% | +27.00% | +25.00% | +25.00% | 0.00% | 30:50 | 19:52 | 19:52 | 23:24 | 28:15 | 51:49 | 08:23 | 06:12 |
 | Brewmaster | 18 | 51.43% | 50.0 | 38.89% | -8.17% | +41.11% | -38.89% | -39.34% | 07:33 | 03:37 | 05:51 | 06:44 | 07:53 | 22:32 | 02:02 | 01:30 |
 | Ogre Magi | 6 | 33.33% | 48.3 | 50.00% | +16.67% | +50.00% | -50.00% | -19.67% | 16:02 | 03:22 | 03:38 | 04:04 | 08:43 | 1:12:07 | 05:05 | 03:45 |
 | Sand King | 10 | 55.56% | 46.7 | 40.00% | +2.50% | -6.67% | +10.00% | 6.21% | 07:45 | 04:32 | 05:34 | 07:35 | 08:15 | 14:47 | 02:41 | 01:59 |
 | Batrider | 6 | 5.83% | 45.0 | 66.67% | +25.43% | +33.33% | +33.33% | 0.00% | 10:38 | 08:58 | 09:37 | 09:46 | 10:23 | 14:53 | 00:46 | 00:34 |
 | Magnus | 10 | 31.25% | 43.3 | 40.00% | -10.00% | -40.00% | +60.00% | 52.17% | 06:09 | 04:21 | 05:19 | 05:50 | 07:14 | 07:57 | 01:55 | 01:25 |
 | Clockwerk | 7 | 2.83% | 41.7 | 57.14% | +3.39% | -7.14% | +42.86% | 0.00% | 29:11 | 19:17 | 20:28 | 29:55 | 31:57 | 40:27 | 11:29 | 08:30 |
 | Bristleback | 9 | 100.00% | 40.0 | 22.22% | +22.22% | -22.22% | -22.22% | 0.00% | 06:30 | 04:57 | 05:16 | 06:43 | 06:58 | 08:21 | 01:42 | 01:15 |
 | Broodmother | 3 | 3.66% | 38.3 | 66.67% | +19.83% | -66.67% | 0.00% | 0.00% | 22:32 | 16:24 | 16:24 | 20:38 | 30:35 | 30:35 | 14:11 | 10:30 |
 | Elder Titan | 1 | 3.03% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:24 | 45:24 | 45:24 | 45:24 | 45:24 | 45:24 | 00:00 | 00:00 |
 | Slardar | 2 | 22.22% | 35.0 | 50.00% | -35.71% | +50.00% | 0.00% | 0.00% | 05:59 | 05:05 | 05:05 | 06:52 | 06:52 | 06:52 | 01:47 | 01:19 |
 | Sven | 1 | 2.17% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:41 | 48:41 | 48:41 | 48:41 | 48:41 | 48:41 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 1.96% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Mirana | 3 | 1.12% | 30.0 | 66.67% | +7.96% | +33.33% | 0.00% | 0.00% | 36:35 | 32:05 | 32:05 | 33:31 | 44:08 | 44:08 | 12:03 | 08:55 |
 | Void Spirit | 1 | 1.41% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:23 | 46:23 | 46:23 | 46:23 | 46:23 | 46:23 | 00:00 | 00:00 |
 | Enigma | 1 | 1.37% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 00:00 | 00:00 |
 | Timbersaw | 15 | 13.16% | 25.0 | 26.67% | -23.84% | -26.67% | -1.67% | 7.81% | 07:52 | 04:52 | 06:00 | 06:31 | 09:12 | 13:23 | 03:12 | 02:22 |
 | Keeper of the Light | 1 | 0.67% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:18 | 24:18 | 24:18 | 24:18 | 24:18 | 24:18 | 00:00 | 00:00 |
 | Marci | 6 | 10.17% | 21.7 | 33.33% | -17.61% | +16.67% | -33.33% | -5.34% | 41:26 | 33:00 | 34:24 | 42:02 | 43:46 | 52:33 | 09:22 | 06:56 |
 | Dragon Knight | 1 | 0.60% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:03 | 08:03 | 08:03 | 08:03 | 08:03 | 08:03 | 00:00 | 00:00 |
 | Enchantress | 1 | 0.42% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 00:00 | 00:00 |
 | Snapfire | 1 | 0.41% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:34 | 1:15:34 | 1:15:34 | 1:15:34 | 1:15:34 | 1:15:34 | 00:00 | 00:00 |
 | Venomancer | 2 | 6.06% | 15.0 | 50.00% | -14.52% | -50.00% | 0.00% | 0.00% | 12:34 | 08:30 | 08:30 | 16:37 | 16:37 | 16:37 | 08:07 | 06:00 |
 | Chen | 2 | 4.17% | 13.3 | 50.00% | -2.17% | -50.00% | 0.00% | 0.00% | 26:12 | 22:44 | 22:44 | 29:39 | 29:39 | 29:39 | 06:55 | 05:07 |
 | Lycan | 2 | 2.90% | 11.7 | 50.00% | +6.72% | -50.00% | 0.00% | 0.00% | 59:33 | 55:16 | 55:16 | 1:03:49 | 1:03:49 | 1:03:49 | 08:33 | 06:20 |
 | Earth Spirit | 4 | 10.53% | 10.0 | 25.00% | -19.12% | -25.00% | -25.00% | 0.00% | 13:14 | 04:58 | 04:58 | 06:10 | 20:42 | 21:05 | 15:44 | 11:39 |
 | Undying | 3 | 1.36% | 8.3 | 0.00% | -47.00% | 0.00% | 0.00% | 0.00% | 23:10 | 09:49 | 09:49 | 29:04 | 30:38 | 30:38 | 20:49 | 15:25 |
 | Nyx Assassin | 2 | 5.71% | 6.7 | 0.00% | -36.36% | 0.00% | 0.00% | 0.00% | 07:42 | 06:36 | 06:36 | 08:48 | 08:48 | 08:48 | 02:12 | 01:37 |
 | Ember Spirit | 1 | 0.37% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:16 | 54:16 | 54:16 | 54:16 | 54:16 | 54:16 | 00:00 | 00:00 |
 | Omniknight | 1 | 8.33% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:53 | 05:53 | 05:53 | 05:53 | 05:53 | 05:53 | 00:00 | 00:00 |
 | Kunkka | 1 | 1.54% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:54 | 45:54 | 45:54 | 45:54 | 45:54 | 45:54 | 00:00 | 00:00 |