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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 | |
 | Aghanim's Shard | 522 | 37.55% | 73.1 | 50.96% | +16.78% | +7.06% | -7.11% | -1.42% | 25:48 | 15:00 | 19:50 | 24:41 | 29:50 | 1:03:08 | 07:24 |
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 | |
 | Timbersaw | 7 | 36.84% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 25:18 | 16:46 | 20:26 | 22:09 | 25:30 | 38:40 | 05:04 | 03:45 |
 | Earth Spirit | 5 | 25.00% | 98.6 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 29:57 | 24:00 | 24:00 | 28:45 | 32:22 | 37:06 | 08:22 | 06:11 |
 | Phoenix | 8 | 80.00% | 97.3 | 75.00% | +25.00% | +25.00% | -25.00% | -3.90% | 25:05 | 15:02 | 17:15 | 25:54 | 30:05 | 32:55 | 12:50 | 09:30 |
 | Vengeful Spirit | 1 | 50.00% | 95.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 00:00 | 00:00 |
 | Dawnbreaker | 2 | 33.33% | 94.6 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 34:16 | 31:25 | 31:25 | 37:07 | 37:07 | 37:07 | 05:42 | 04:13 |
 | Shadow Demon | 14 | 36.84% | 93.2 | 78.57% | +16.07% | +21.43% | +21.43% | 0.00% | 25:45 | 16:16 | 19:13 | 23:32 | 33:05 | 39:11 | 13:52 | 10:16 |
 | Tiny | 36 | 59.02% | 91.9 | 69.44% | +9.44% | +19.45% | -2.77% | -5.95% | 19:04 | 15:01 | 15:37 | 17:52 | 19:21 | 37:55 | 03:44 | 02:45 |
 | Queen of Pain | 17 | 73.91% | 90.5 | 64.71% | +64.71% | +10.29% | +10.29% | 0.00% | 24:50 | 21:17 | 22:06 | 23:20 | 26:21 | 31:18 | 04:15 | 03:08 |
 | Ogre Magi | 27 | 71.05% | 89.2 | 59.26% | +4.71% | +26.45% | -30.69% | -7.01% | 28:27 | 18:55 | 23:17 | 27:51 | 31:26 | 43:08 | 08:09 | 06:02 |
 | Storm Spirit | 6 | 17.14% | 87.8 | 83.33% | +28.16% | +16.67% | +16.67% | 0.00% | 28:49 | 24:24 | 25:02 | 26:49 | 32:16 | 37:00 | 07:14 | 05:21 |
 | Rubick | 10 | 66.67% | 86.5 | 60.00% | 0.00% | +6.67% | -10.00% | -2.55% | 28:39 | 16:58 | 23:00 | 23:33 | 29:32 | 55:11 | 06:32 | 04:50 |
 | Clockwerk | 10 | 66.67% | 85.1 | 60.00% | +40.00% | +40.00% | -10.00% | -5.44% | 23:18 | 15:45 | 18:30 | 21:50 | 27:41 | 34:18 | 09:11 | 06:48 |
 | Mars | 37 | 64.91% | 83.8 | 56.76% | -8.24% | +21.02% | +9.91% | -3.35% | 27:17 | 16:14 | 25:05 | 26:37 | 28:24 | 40:59 | 03:19 | 02:27 |
 | Keeper of the Light | 19 | 65.52% | 82.4 | 57.89% | +27.89% | +2.11% | -37.89% | -5.31% | 26:27 | 17:02 | 20:33 | 25:32 | 28:05 | 49:23 | 07:32 | 05:34 |
 | Sand King | 37 | 61.67% | 81.1 | 56.76% | +17.63% | +21.02% | -23.43% | -4.32% | 22:44 | 15:01 | 16:50 | 21:33 | 27:08 | 40:03 | 10:18 | 07:37 |
 | Zeus | 2 | 100.00% | 79.7 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 18:11 | 15:14 | 15:14 | 21:07 | 21:07 | 21:07 | 05:53 | 04:21 |
 | Faceless Void | 7 | 70.00% | 78.4 | 57.14% | -42.86% | +42.86% | -57.14% | -18.81% | 29:42 | 23:47 | 26:29 | 30:24 | 31:48 | 33:17 | 05:19 | 03:56 |
 | Ember Spirit | 10 | 45.45% | 77.0 | 60.00% | +1.67% | +6.67% | -10.00% | -2.52% | 28:43 | 19:59 | 24:24 | 26:28 | 31:01 | 43:45 | 06:37 | 04:54 |
 | Death Prophet | 20 | 68.97% | 75.7 | 50.00% | +38.89% | +30.00% | -30.00% | -7.73% | 25:48 | 16:44 | 21:11 | 25:18 | 28:57 | 39:18 | 07:46 | 05:45 |
 | Dragon Knight | 20 | 95.24% | 74.3 | 45.00% | +45.00% | -5.00% | -5.00% | 0.00% | 18:11 | 15:00 | 15:26 | 17:16 | 20:13 | 29:12 | 04:47 | 03:32 |
 | Juggernaut | 3 | 42.86% | 73.0 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 27:34 | 23:23 | 23:23 | 23:55 | 35:25 | 35:25 | 12:02 | 08:54 |
 | Brewmaster | 4 | 80.00% | 71.6 | 50.00% | +50.00% | +50.00% | -50.00% | -14.02% | 26:56 | 18:28 | 18:28 | 23:18 | 25:36 | 40:21 | 07:08 | 05:17 |
 | Lich | 4 | 80.00% | 70.3 | 50.00% | -50.00% | -50.00% | +50.00% | 37.50% | 22:36 | 20:34 | 20:34 | 22:31 | 23:14 | 24:04 | 02:40 | 01:58 |
 | Windranger | 1 | 25.00% | 68.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:53 | 21:53 | 21:53 | 21:53 | 21:53 | 21:53 | 00:00 | 00:00 |
 | Phantom Lancer | 10 | 55.56% | 67.6 | 50.00% | -12.50% | -16.67% | +50.00% | 9.71% | 30:27 | 22:16 | 23:38 | 26:33 | 30:30 | 50:04 | 06:52 | 05:05 |
 | Snapfire | 22 | 64.71% | 66.2 | 45.45% | +12.12% | +4.55% | +14.55% | 1.55% | 21:07 | 15:08 | 16:44 | 18:32 | 23:11 | 37:08 | 06:27 | 04:46 |
 | Invoker | 5 | 33.33% | 64.9 | 60.00% | 0.00% | +40.00% | -60.00% | -5.50% | 37:53 | 24:16 | 24:16 | 36:55 | 42:27 | 53:18 | 18:11 | 13:28 |
 | Grimstroke | 12 | 80.00% | 63.5 | 41.67% | +41.67% | -8.34% | -8.34% | 0.00% | 20:52 | 15:00 | 16:37 | 20:08 | 21:08 | 29:47 | 04:31 | 03:20 |
 | Beastmaster | 3 | 30.00% | 62.2 | 66.67% | +38.10% | +33.33% | 0.00% | 0.00% | 38:12 | 24:26 | 24:26 | 37:09 | 53:02 | 53:02 | 28:36 | 21:11 |
 | Chaos Knight | 16 | 61.54% | 60.8 | 43.75% | -6.25% | +6.25% | -18.75% | -3.63% | 24:45 | 17:34 | 20:58 | 25:48 | 27:51 | 33:09 | 06:53 | 05:05 |
 | Templar Assassin | 10 | 41.67% | 59.5 | 50.00% | 0.00% | +50.00% | -50.00% | -5.21% | 26:50 | 16:12 | 17:17 | 19:47 | 36:29 | 51:22 | 19:12 | 14:13 |
 | Necrophos | 4 | 57.14% | 58.1 | 50.00% | +16.67% | -50.00% | +50.00% | 12.40% | 21:34 | 15:01 | 15:01 | 18:36 | 23:05 | 29:34 | 08:04 | 05:58 |
 | Wraith King | 1 | 16.67% | 56.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:44 | 24:44 | 24:44 | 24:44 | 24:44 | 24:44 | 00:00 | 00:00 |
 | Legion Commander | 1 | 16.67% | 55.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 00:00 | 00:00 |
 | Disruptor | 1 | 14.29% | 54.1 | 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 |
 | Hoodwink | 12 | 36.36% | 52.7 | 41.67% | -15.47% | -8.34% | +25.00% | 6.04% | 25:32 | 19:58 | 21:44 | 24:50 | 27:15 | 33:32 | 05:31 | 04:05 |
 | Venomancer | 2 | 50.00% | 51.4 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 26:37 | 17:14 | 17:14 | 35:59 | 35:59 | 35:59 | 18:45 | 13:53 |
 | Ancient Apparition | 2 | 50.00% | 50.0 | 50.00% | 0.00% | +50.00% | 0.00% | -15.71% | 17:59 | 16:23 | 16:23 | 19:34 | 19:34 | 19:34 | 03:11 | 02:21 |
 | Enchantress | 6 | 24.00% | 48.6 | 50.00% | +2.63% | 0.00% | +50.00% | 6.93% | 35:29 | 23:08 | 29:19 | 30:30 | 36:32 | 60:04 | 07:13 | 05:20 |
 | Dark Seer | 3 | 75.00% | 47.3 | 33.33% | -66.67% | -33.33% | 0.00% | 2.89% | 19:09 | 15:01 | 15:01 | 15:51 | 26:34 | 26:34 | 11:33 | 08:33 |
 | Jakiro | 3 | 75.00% | 45.9 | 33.33% | +33.33% | +66.67% | 0.00% | -4.22% | 32:23 | 26:08 | 26:08 | 29:06 | 41:55 | 41:55 | 15:47 | 11:41 |
 | Phantom Assassin | 2 | 40.00% | 44.6 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 26:20 | 24:01 | 24:01 | 28:38 | 28:38 | 28:38 | 04:37 | 03:25 |
 | Pangolier | 23 | 85.19% | 43.2 | 26.09% | -48.91% | +23.91% | +7.24% | -2.83% | 21:34 | 15:02 | 17:35 | 19:20 | 23:29 | 40:25 | 05:54 | 04:22 |
 | Lina | 1 | 7.14% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:37 | 27:37 | 27:37 | 27:37 | 27:37 | 27:37 | 00:00 | 00:00 |
 | Leshrac | 5 | 27.78% | 40.5 | 40.00% | -29.23% | +60.00% | +60.00% | 0.00% | 36:56 | 26:04 | 26:04 | 34:59 | 35:51 | 54:39 | 09:47 | 07:14 |
 | Kunkka | 9 | 33.33% | 39.2 | 33.33% | 0.00% | -33.33% | +16.67% | 6.16% | 36:29 | 24:38 | 31:16 | 34:30 | 39:23 | 51:40 | 08:07 | 06:00 |
 | Terrorblade | 1 | 3.33% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:22 | 47:22 | 47:22 | 47:22 | 47:22 | 47:22 | 00:00 | 00:00 |
 | Undying | 1 | 3.23% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:50 | 46:50 | 46:50 | 46:50 | 46:50 | 46:50 | 00:00 | 00:00 |
 | Void Spirit | 8 | 36.36% | 35.1 | 25.00% | -10.71% | -25.00% | +25.00% | 6.48% | 32:04 | 24:46 | 27:57 | 28:42 | 35:40 | 41:39 | 07:43 | 05:42 |
 | Luna | 9 | 45.00% | 33.8 | 22.22% | -32.33% | +77.78% | -22.22% | -15.54% | 31:14 | 25:44 | 27:43 | 30:43 | 34:09 | 39:27 | 06:26 | 04:45 |
 | Shadow Shaman | 3 | 23.08% | 32.4 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 25:23 | 21:30 | 21:30 | 24:36 | 30:03 | 30:03 | 08:33 | 06:20 |
 | Weaver | 4 | 16.67% | 31.1 | 25.00% | -30.00% | +75.00% | -25.00% | -23.53% | 29:14 | 25:15 | 25:15 | 28:26 | 29:30 | 33:46 | 04:15 | 03:08 |
 | Pugna | 2 | 25.00% | 29.7 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 31:04 | 21:32 | 21:32 | 40:35 | 40:35 | 40:35 | 19:03 | 14:06 |
 | Broodmother | 3 | 100.00% | 28.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:58 | 21:08 | 21:08 | 24:11 | 26:35 | 26:35 | 05:27 | 04:02 |
 | Drow Ranger | 1 | 50.00% | 27.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:06 | 18:06 | 18:06 | 18:06 | 18:06 | 18:06 | 00:00 | 00:00 |
 | Techies | 1 | 100.00% | 25.7 | 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 |
 | Dazzle | 2 | 50.00% | 24.3 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 21:31 | 19:12 | 19:12 | 23:49 | 23:49 | 23:49 | 04:37 | 03:25 |
 | Viper | 2 | 33.33% | 23.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 29:09 | 15:00 | 15:00 | 43:17 | 43:17 | 43:17 | 28:17 | 20:57 |
 | Bane | 1 | 4.17% | 21.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:42 | 35:42 | 35:42 | 35:42 | 35:42 | 35:42 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 50.00% | 20.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:05 | 31:05 | 31:05 | 31:05 | 31:05 | 31:05 | 00:00 | 00:00 |
 | Lone Druid | 1 | 50.00% | 18.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 00:00 | 00:00 |
 | Lifestealer | 1 | 14.29% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:12 | 38:12 | 38:12 | 38:12 | 38:12 | 38:12 | 00:00 | 00:00 |
 | Nature's Prophet | 2 | 100.00% | 16.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:42 | 20:15 | 20:15 | 39:09 | 39:09 | 39:09 | 18:54 | 14:00 |
 | Bloodseeker | 2 | 50.00% | 14.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 30:07 | 30:05 | 30:05 | 30:08 | 30:08 | 30:08 | 00:03 | 00:02 |
 | Mirana | 1 | 2.70% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:13 | 56:13 | 56:13 | 56:13 | 56:13 | 56:13 | 00:00 | 00:00 |
 | Skywrath Mage | 1 | 11.11% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:59 | 43:59 | 43:59 | 43:59 | 43:59 | 43:59 | 00:00 | 00:00 |
 | Tusk | 1 | 5.26% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:02 | 29:02 | 29:02 | 29:02 | 29:02 | 29:02 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 20.00% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:54 | 21:54 | 21:54 | 21:54 | 21:54 | 21:54 | 00:00 | 00:00 |
 | Medusa | 2 | 7.69% | 8.1 | 0.00% | -45.83% | 0.00% | 0.00% | 0.00% | 48:55 | 34:42 | 34:42 | 1:03:08 | 1:03:08 | 1:03:08 | 28:26 | 21:03 |
 | Treant Protector | 4 | 57.14% | 6.8 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 20:20 | 18:15 | 18:15 | 19:29 | 20:04 | 23:33 | 01:49 | 01:20 |
 | Gyrocopter | 3 | 20.00% | 5.4 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | 23:42 | 22:36 | 22:36 | 22:55 | 25:35 | 25:35 | 02:59 | 02:12 |
 | Ursa | 2 | 40.00% | 4.1 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 27:55 | 22:16 | 22:16 | 33:34 | 33:34 | 33:34 | 11:18 | 08:22 |
 | Doom | 1 | 100.00% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 00:00 | 00:00 |
 | Dark Willow | 1 | 50.00% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:26 | 19:26 | 19:26 | 19:26 | 19:26 | 19:26 | 00:00 | 00:00 |