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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 | 261 | 37.83% | 79.5 | 49.81% | +15.35% | +5.57% | -6.73% | -1.17% | 26:16 | 15:00 | 19:58 | 24:46 | 30:30 | 60:04 | 07:48 |
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 | |
 | Phantom Assassin | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 00:00 | 00:00 |
 | Phoenix | 1 | 100.00% | 98.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:15 | 17:15 | 17:15 | 17:15 | 17:15 | 17:15 | 00:00 | 00:00 |
 | Timbersaw | 4 | 36.36% | 96.5 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 24:02 | 20:26 | 20:26 | 20:56 | 22:09 | 32:38 | 01:43 | 01:16 |
 | Dawnbreaker | 2 | 40.00% | 94.7 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 34:16 | 31:25 | 31:25 | 37:07 | 37:07 | 37:07 | 05:42 | 04:13 |
 | Earth Spirit | 3 | 30.00% | 93.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 32:44 | 28:45 | 28:45 | 32:22 | 37:06 | 37:06 | 08:21 | 06:11 |
 | Tiny | 14 | 51.85% | 91.2 | 78.57% | +9.34% | +21.43% | -11.90% | -8.93% | 19:08 | 15:08 | 15:37 | 15:57 | 19:21 | 37:55 | 03:44 | 02:45 |
 | Juggernaut | 1 | 50.00% | 89.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 00:00 | 00:00 |
 | Queen of Pain | 8 | 61.54% | 87.7 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 24:20 | 21:17 | 22:06 | 22:54 | 26:06 | 30:22 | 04:00 | 02:57 |
 | Ogre Magi | 10 | 76.92% | 86.0 | 70.00% | +3.33% | +30.00% | -20.00% | -4.46% | 26:58 | 18:55 | 20:13 | 27:51 | 31:26 | 35:57 | 11:13 | 08:18 |
 | Grimstroke | 4 | 66.67% | 84.2 | 75.00% | +75.00% | +25.00% | -75.00% | -8.25% | 24:08 | 17:14 | 17:14 | 20:08 | 29:21 | 29:47 | 12:07 | 08:58 |
 | Phantom Lancer | 7 | 70.00% | 82.5 | 71.43% | +38.10% | -21.43% | +28.57% | 7.01% | 32:15 | 22:16 | 23:22 | 30:11 | 30:30 | 50:04 | 07:08 | 05:17 |
 | Shadow Demon | 10 | 52.63% | 80.7 | 70.00% | +25.56% | +30.00% | +30.00% | 0.00% | 23:40 | 16:16 | 18:55 | 22:38 | 24:59 | 36:35 | 06:04 | 04:29 |
 | Death Prophet | 12 | 75.00% | 78.9 | 58.33% | +58.33% | +41.67% | -25.00% | -11.43% | 25:31 | 19:58 | 21:11 | 25:08 | 27:01 | 32:10 | 05:50 | 04:19 |
 | Dragon Knight | 15 | 100.00% | 77.2 | 53.33% | +53.33% | -3.33% | -3.33% | 0.00% | 18:11 | 15:00 | 15:27 | 17:16 | 18:00 | 29:12 | 02:33 | 01:53 |
 | Faceless Void | 3 | 60.00% | 75.4 | 66.67% | -33.33% | +33.33% | 0.00% | 0.00% | 29:32 | 26:29 | 26:29 | 30:07 | 31:59 | 31:59 | 05:30 | 04:04 |
 | Lich | 4 | 100.00% | 73.7 | 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 |
 | Jakiro | 2 | 100.00% | 71.9 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 34:02 | 26:08 | 26:08 | 41:55 | 41:55 | 41:55 | 15:47 | 11:41 |
 | Rubick | 3 | 50.00% | 70.2 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 40:07 | 25:35 | 25:35 | 39:36 | 55:11 | 55:11 | 29:36 | 21:55 |
 | Mars | 16 | 66.67% | 68.4 | 50.00% | -12.50% | 0.00% | +25.00% | 7.54% | 26:12 | 16:14 | 23:32 | 26:14 | 26:51 | 36:21 | 03:19 | 02:27 |
 | Sand King | 23 | 74.19% | 66.7 | 47.83% | -14.67% | +18.84% | -31.16% | -4.99% | 22:55 | 15:01 | 16:50 | 21:33 | 26:51 | 40:03 | 10:01 | 07:25 |
 | Keeper of the Light | 8 | 66.67% | 64.9 | 50.00% | 0.00% | +50.00% | -50.00% | -12.42% | 25:11 | 18:25 | 20:02 | 22:39 | 28:05 | 38:05 | 08:03 | 05:57 |
 | Hoodwink | 10 | 47.62% | 63.2 | 50.00% | -4.55% | -16.67% | +50.00% | 12.09% | 25:21 | 19:58 | 21:44 | 24:50 | 27:15 | 33:32 | 05:31 | 04:05 |
 | Lina | 1 | 20.00% | 61.4 | 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 |
 | Disruptor | 1 | 20.00% | 59.6 | 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 |
 | Snapfire | 7 | 70.00% | 57.9 | 42.86% | +9.53% | -42.86% | +57.14% | 30.93% | 22:35 | 18:32 | 19:50 | 20:23 | 23:04 | 32:44 | 03:14 | 02:23 |
 | Venomancer | 2 | 66.67% | 56.1 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 26:37 | 17:14 | 17:14 | 35:59 | 35:59 | 35:59 | 18:45 | 13:53 |
 | Dark Seer | 3 | 100.00% | 54.4 | 33.33% | +33.33% | -33.33% | 0.00% | 2.89% | 19:09 | 15:01 | 15:01 | 15:51 | 26:34 | 26:34 | 11:33 | 08:33 |
 | Leshrac | 4 | 44.44% | 52.6 | 50.00% | -30.00% | +50.00% | +50.00% | 0.00% | 37:25 | 26:04 | 26:04 | 33:05 | 35:51 | 54:39 | 09:47 | 07:14 |
 | Enchantress | 6 | 30.00% | 50.9 | 50.00% | +7.14% | 0.00% | +50.00% | 6.93% | 35:29 | 23:08 | 29:19 | 30:30 | 36:32 | 60:04 | 07:13 | 05:20 |
 | Ember Spirit | 4 | 33.33% | 49.1 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 31:28 | 21:09 | 21:09 | 24:24 | 36:32 | 43:45 | 15:23 | 11:23 |
 | Beastmaster | 2 | 33.33% | 47.4 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 45:06 | 37:09 | 37:09 | 53:02 | 53:02 | 53:02 | 15:53 | 11:45 |
 | Undying | 1 | 5.56% | 45.6 | 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 |
 | Pangolier | 13 | 86.67% | 43.9 | 23.08% | -76.92% | +43.59% | +10.25% | -7.69% | 20:01 | 15:07 | 17:18 | 18:10 | 21:38 | 35:25 | 04:20 | 03:12 |
 | Necrophos | 3 | 60.00% | 42.1 | 33.33% | -16.67% | -33.33% | 0.00% | 4.13% | 18:54 | 15:01 | 15:01 | 18:36 | 23:05 | 23:05 | 08:04 | 05:58 |
 | Kunkka | 6 | 40.00% | 40.4 | 33.33% | +11.11% | -33.33% | -33.33% | 0.00% | 37:47 | 31:16 | 33:19 | 33:45 | 42:13 | 51:40 | 08:54 | 06:35 |
 | Clockwerk | 4 | 66.67% | 38.6 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 25:45 | 19:40 | 19:40 | 22:26 | 26:37 | 34:18 | 06:57 | 05:08 |
 | Chaos Knight | 9 | 60.00% | 36.8 | 22.22% | -27.78% | +77.78% | -22.22% | -10.75% | 23:45 | 17:34 | 17:39 | 25:48 | 26:57 | 30:42 | 09:18 | 06:53 |
 | Invoker | 3 | 33.33% | 35.1 | 33.33% | -33.34% | -33.33% | 0.00% | 0.00% | 40:54 | 32:30 | 32:30 | 36:55 | 53:18 | 53:18 | 20:48 | 15:24 |
 | Storm Spirit | 2 | 11.11% | 33.3 | 50.00% | -18.75% | -50.00% | 0.00% | 0.00% | 31:55 | 26:49 | 26:49 | 37:00 | 37:00 | 37:00 | 10:11 | 07:32 |
 | Luna | 5 | 50.00% | 31.6 | 20.00% | -40.00% | +80.00% | -20.00% | -14.29% | 33:01 | 27:43 | 27:43 | 32:29 | 34:43 | 39:27 | 07:00 | 05:11 |
 | Void Spirit | 5 | 41.67% | 29.8 | 20.00% | -22.86% | -20.00% | +80.00% | 25.42% | 29:03 | 24:46 | 24:46 | 28:09 | 28:42 | 35:40 | 03:56 | 02:54 |
 | Dazzle | 2 | 50.00% | 28.1 | 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 |
 | Ancient Apparition | 1 | 100.00% | 26.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:34 | 19:34 | 19:34 | 19:34 | 19:34 | 19:34 | 00:00 | 00:00 |
 | Pugna | 1 | 33.33% | 24.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:35 | 40:35 | 40:35 | 40:35 | 40:35 | 40:35 | 00:00 | 00:00 |
 | Lone Druid | 1 | 50.00% | 22.8 | 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 |
 | Drow Ranger | 1 | 50.00% | 21.1 | 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 |
 | Weaver | 1 | 16.67% | 19.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Lifestealer | 1 | 16.67% | 17.5 | 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 | 1 | 100.00% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:09 | 39:09 | 39:09 | 39:09 | 39:09 | 39:09 | 00:00 | 00:00 |
 | Mirana | 1 | 4.55% | 14.0 | 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 |
 | Bloodseeker | 1 | 33.33% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 00:00 | 00:00 |
 | Templar Assassin | 2 | 22.22% | 10.5 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 46:09 | 40:56 | 40:56 | 51:22 | 51:22 | 51:22 | 10:26 | 07:43 |
 | Centaur Warrunner | 1 | 100.00% | 8.8 | 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 |
 | Gyrocopter | 2 | 22.22% | 7.0 | 0.00% | -85.71% | 0.00% | 0.00% | 0.00% | 22:46 | 22:36 | 22:36 | 22:55 | 22:55 | 22:55 | 00:19 | 00:14 |
 | Ursa | 1 | 50.00% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:16 | 22:16 | 22:16 | 22:16 | 22:16 | 22:16 | 00:00 | 00:00 |
 | Doom | 1 | 100.00% | 3.5 | 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 |
 | Bane | 1 | 9.09% | 1.8 | 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 |