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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 Scepter | 293 | 16.94% | 59.0 | 51.88% | +7.23% | -2.56% | +11.13% | 1.00% | 32:04 | 13:13 | 24:18 | 31:21 | 37:56 | 1:07:28 | 10:05 |
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 | |
 | Warlock | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:42 | 47:42 | 47:42 | 47:42 | 47:42 | 47:42 | 00:00 | 00:00 |
 | Omniknight | 1 | 100.00% | 98.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:28 | 44:28 | 44:28 | 44:28 | 44:28 | 44:28 | 00:00 | 00:00 |
 | Pudge | 1 | 100.00% | 96.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:17 | 16:17 | 16:17 | 16:17 | 16:17 | 16:17 | 00:00 | 00:00 |
 | Lone Druid | 1 | 50.00% | 94.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:52 | 46:52 | 46:52 | 46:52 | 46:52 | 46:52 | 00:00 | 00:00 |
 | Clockwerk | 7 | 20.00% | 93.2 | 85.71% | +42.85% | +14.29% | -35.71% | -3.64% | 39:36 | 25:13 | 31:46 | 42:12 | 45:30 | 47:59 | 13:44 | 10:10 |
 | Templar Assassin | 3 | 17.65% | 91.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:05 | 24:03 | 24:03 | 38:09 | 52:02 | 52:02 | 27:59 | 20:43 |
 | Tidehunter | 2 | 22.22% | 89.8 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 26:56 | 21:24 | 21:24 | 32:28 | 32:28 | 32:28 | 11:04 | 08:11 |
 | Morphling | 9 | 52.94% | 88.1 | 66.67% | +16.67% | +33.33% | -16.67% | -12.05% | 30:22 | 21:03 | 23:23 | 26:28 | 27:32 | 1:07:28 | 04:09 | 03:04 |
 | Doom | 7 | 33.33% | 86.4 | 71.43% | +28.57% | -21.43% | -21.43% | 0.00% | 39:01 | 26:16 | 30:31 | 33:10 | 38:00 | 1:07:23 | 07:29 | 05:32 |
 | Void Spirit | 2 | 100.00% | 84.7 | 50.00% | +50.00% | +50.00% | 0.00% | -20.83% | 23:34 | 22:22 | 22:22 | 24:46 | 24:46 | 24:46 | 02:24 | 01:46 |
 | Skywrath Mage | 2 | 14.29% | 83.1 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 26:12 | 25:18 | 25:18 | 27:06 | 27:06 | 27:06 | 01:48 | 01:20 |
 | Ember Spirit | 31 | 57.41% | 81.4 | 51.61% | -0.56% | +35.89% | -14.11% | -7.08% | 33:14 | 19:51 | 29:02 | 32:20 | 36:06 | 44:43 | 07:04 | 05:14 |
 | Centaur Warrunner | 2 | 12.50% | 79.7 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 40:34 | 33:36 | 33:36 | 47:31 | 47:31 | 47:31 | 13:55 | 10:18 |
 | Disruptor | 15 | 26.32% | 78.0 | 60.00% | +14.76% | +15.00% | +15.00% | 0.00% | 34:14 | 20:23 | 32:00 | 34:46 | 37:55 | 48:53 | 05:55 | 04:22 |
 | Anti-Mage | 2 | 11.76% | 76.3 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 43:22 | 40:33 | 40:33 | 46:11 | 46:11 | 46:11 | 05:38 | 04:10 |
 | Zeus | 10 | 71.43% | 74.6 | 50.00% | 0.00% | +16.67% | 0.00% | -1.50% | 31:56 | 20:47 | 26:50 | 33:27 | 37:56 | 39:32 | 11:06 | 08:13 |
 | Dark Seer | 3 | 42.86% | 72.9 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 39:15 | 38:13 | 38:13 | 39:08 | 40:23 | 40:23 | 02:10 | 01:36 |
 | Shadow Demon | 3 | 42.86% | 71.2 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 31:38 | 27:03 | 27:03 | 30:33 | 37:19 | 37:19 | 10:16 | 07:36 |
 | Keeper of the Light | 1 | 25.00% | 69.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Dark Willow | 1 | 25.00% | 67.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 00:00 | 00:00 |
 | Oracle | 1 | 25.00% | 66.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 00:00 | 00:00 |
 | Brewmaster | 1 | 25.00% | 64.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 00:00 | 00:00 |
 | Dragon Knight | 9 | 42.86% | 62.7 | 55.56% | +30.56% | +44.44% | -55.56% | -16.44% | 31:38 | 25:27 | 28:12 | 29:22 | 34:17 | 43:52 | 06:05 | 04:30 |
 | Spectre | 14 | 93.33% | 61.0 | 42.86% | +42.86% | +7.14% | +23.81% | 5.05% | 21:32 | 18:06 | 18:49 | 20:02 | 22:07 | 31:16 | 03:18 | 02:26 |
 | Storm Spirit | 15 | 35.71% | 59.3 | 53.33% | -2.23% | -3.33% | +21.67% | 2.10% | 36:28 | 22:31 | 29:34 | 33:56 | 41:27 | 53:15 | 11:53 | 08:48 |
 | Snapfire | 14 | 23.33% | 57.6 | 57.14% | +18.01% | +17.86% | +9.53% | -0.91% | 33:06 | 25:40 | 28:08 | 29:26 | 37:20 | 49:38 | 09:12 | 06:48 |
 | Pangolier | 14 | 42.42% | 55.9 | 50.00% | -7.89% | +25.00% | -16.67% | -4.57% | 30:01 | 21:22 | 24:52 | 28:39 | 33:59 | 38:13 | 09:07 | 06:45 |
 | Nature's Prophet | 16 | 32.00% | 54.2 | 50.00% | -5.88% | 0.00% | +25.00% | 0.80% | 28:47 | 13:13 | 14:51 | 17:49 | 46:15 | 59:04 | 31:24 | 23:15 |
 | Drow Ranger | 2 | 6.67% | 52.5 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 1:02:26 | 59:23 | 59:23 | 1:05:28 | 1:05:28 | 1:05:28 | 06:05 | 04:30 |
 | Timbersaw | 6 | 40.00% | 50.8 | 50.00% | +5.56% | 0.00% | -50.00% | -5.94% | 25:55 | 20:31 | 22:57 | 23:15 | 31:22 | 34:00 | 08:25 | 06:14 |
 | Kunkka | 4 | 44.44% | 49.2 | 50.00% | -30.00% | +50.00% | -50.00% | 0.00% | 36:09 | 30:07 | 30:07 | 31:21 | 37:18 | 45:50 | 07:11 | 05:19 |
 | Slark | 16 | 100.00% | 47.5 | 31.25% | +31.25% | -31.25% | +18.75% | 10.95% | 20:29 | 16:06 | 17:20 | 19:41 | 21:54 | 31:57 | 04:34 | 03:22 |
 | Tusk | 10 | 18.18% | 45.8 | 50.00% | +5.56% | -16.67% | 0.00% | 1.79% | 37:55 | 28:50 | 34:04 | 38:36 | 43:24 | 45:34 | 09:20 | 06:54 |
 | Spirit Breaker | 1 | 12.50% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:02 | 31:02 | 31:02 | 31:02 | 31:02 | 31:02 | 00:00 | 00:00 |
 | Dawnbreaker | 9 | 69.23% | 42.4 | 33.33% | -16.67% | +16.67% | -33.33% | -4.19% | 29:01 | 18:47 | 22:49 | 28:17 | 34:45 | 38:27 | 11:56 | 08:50 |
 | Invoker | 1 | 10.00% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:26 | 25:26 | 25:26 | 25:26 | 25:26 | 25:26 | 00:00 | 00:00 |
 | Tiny | 8 | 10.81% | 39.0 | 50.00% | -6.06% | -50.00% | +50.00% | 13.76% | 27:39 | 21:59 | 22:02 | 25:21 | 29:18 | 39:32 | 07:16 | 05:22 |
 | Alchemist | 2 | 40.00% | 37.3 | 50.00% | +16.67% | -50.00% | 0.00% | 4.73% | 32:30 | 27:13 | 27:13 | 37:47 | 37:47 | 37:47 | 10:34 | 07:49 |
 | Terrorblade | 1 | 4.76% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 00:00 | 00:00 |
 | Phantom Assassin | 2 | 28.57% | 33.9 | 50.00% | +30.00% | -50.00% | 0.00% | 0.00% | 33:13 | 32:33 | 32:33 | 33:53 | 33:53 | 33:53 | 01:20 | 00:59 |
 | Outworld Destroyer | 2 | 28.57% | 32.2 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 19:01 | 18:18 | 18:18 | 19:44 | 19:44 | 19:44 | 01:26 | 01:03 |
 | Rubick | 7 | 8.33% | 30.5 | 42.86% | -3.89% | -42.86% | -42.86% | 0.00% | 48:44 | 33:53 | 36:19 | 52:02 | 56:15 | 57:42 | 19:56 | 14:45 |
 | Monkey King | 2 | 8.70% | 28.8 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 33:05 | 31:23 | 31:23 | 34:46 | 34:46 | 34:46 | 03:23 | 02:30 |
 | Treant Protector | 2 | 7.69% | 27.1 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 46:22 | 38:30 | 38:30 | 54:14 | 54:14 | 54:14 | 15:44 | 11:39 |
 | Enchantress | 4 | 36.36% | 25.4 | 25.00% | -17.86% | -25.00% | +75.00% | 22.90% | 20:01 | 15:46 | 15:46 | 18:22 | 20:08 | 25:49 | 04:22 | 03:14 |
 | Gyrocopter | 3 | 18.75% | 23.7 | 33.33% | -5.13% | +66.67% | 0.00% | 0.00% | 30:12 | 15:56 | 15:56 | 22:24 | 52:17 | 52:17 | 36:21 | 26:55 |
 | Lycan | 4 | 26.67% | 22.0 | 25.00% | -2.27% | -25.00% | -25.00% | 0.00% | 34:38 | 24:16 | 24:16 | 35:03 | 35:44 | 43:27 | 11:28 | 08:29 |
 | Primal Beast | 6 | 15.38% | 20.3 | 16.67% | -19.69% | +33.33% | -16.67% | -6.93% | 30:07 | 24:18 | 25:20 | 29:15 | 32:33 | 37:01 | 07:13 | 05:20 |
 | Shadow Fiend | 1 | 4.55% | 18.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:57 | 27:57 | 27:57 | 27:57 | 27:57 | 27:57 | 00:00 | 00:00 |
 | Puck | 1 | 5.00% | 16.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:30 | 45:30 | 45:30 | 45:30 | 45:30 | 45:30 | 00:00 | 00:00 |
 | Venomancer | 1 | 50.00% | 15.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:41 | 1:03:41 | 1:03:41 | 1:03:41 | 1:03:41 | 1:03:41 | 00:00 | 00:00 |
 | Riki | 1 | 33.33% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:17 | 26:17 | 26:17 | 26:17 | 26:17 | 26:17 | 00:00 | 00:00 |
 | Bristleback | 1 | 100.00% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:26 | 28:26 | 28:26 | 28:26 | 28:26 | 28:26 | 00:00 | 00:00 |
 | Tinker | 1 | 50.00% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 00:00 | 00:00 |
 | Viper | 1 | 12.50% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:32 | 18:32 | 18:32 | 18:32 | 18:32 | 18:32 | 00:00 | 00:00 |
 | Huskar | 2 | 40.00% | 6.8 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 32:08 | 30:53 | 30:53 | 33:22 | 33:22 | 33:22 | 02:29 | 01:50 |
 | Broodmother | 2 | 15.38% | 5.1 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 41:29 | 33:49 | 33:49 | 49:08 | 49:08 | 49:08 | 15:19 | 11:20 |
 | Meepo | 1 | 100.00% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 00:00 | 00:00 |
 | Naga Siren | 1 | 7.14% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 00:00 | 00:00 |