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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 | 269 | 11.26% | 87.5 | 58.74% | +12.15% | +5.44% | -6.50% | -0.85% | 30:46 | 10:56 | 22:36 | 28:36 | 36:42 | 1:31:23 | 10:26 |
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 | |
 | Pugna | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:23 | 26:23 | 26:23 | 26:23 | 26:23 | 26:23 | 00:00 | 00:00 |
 | Visage | 1 | 100.00% | 97.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:46 | 23:46 | 23:46 | 23:46 | 23:46 | 23:46 | 00:00 | 00:00 |
 | Meepo | 2 | 100.00% | 95.7 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 11:44 | 10:56 | 10:56 | 12:31 | 12:31 | 12:31 | 01:35 | 01:10 |
 | Windranger | 2 | 66.67% | 93.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:10 | 19:17 | 19:17 | 23:02 | 23:02 | 23:02 | 03:45 | 02:46 |
 | Undying | 4 | 44.44% | 91.5 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 39:31 | 28:26 | 28:26 | 31:27 | 40:13 | 57:58 | 11:47 | 08:43 |
 | Lina | 2 | 50.00% | 89.4 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 28:24 | 26:05 | 26:05 | 30:43 | 30:43 | 30:43 | 04:38 | 03:25 |
 | Mirana | 26 | 96.30% | 87.2 | 76.92% | +76.92% | +8.79% | -10.25% | -5.52% | 19:45 | 14:16 | 18:04 | 19:27 | 21:31 | 25:20 | 03:27 | 02:33 |
 | Alchemist | 10 | 47.62% | 85.1 | 80.00% | +61.82% | -13.33% | -30.00% | -2.94% | 34:55 | 23:42 | 33:39 | 35:08 | 39:19 | 40:16 | 05:40 | 04:11 |
 | Nyx Assassin | 3 | 25.00% | 83.0 | 100.00% | +22.22% | 0.00% | 0.00% | 0.00% | 36:24 | 26:09 | 26:09 | 40:03 | 43:01 | 43:01 | 16:52 | 12:29 |
 | Venomancer | 1 | 50.00% | 80.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 00:00 | 00:00 |
 | Timbersaw | 35 | 42.17% | 78.7 | 71.43% | +27.68% | +28.57% | -26.99% | -8.99% | 37:22 | 24:07 | 33:34 | 35:43 | 39:45 | 53:46 | 06:11 | 04:34 |
 | Keeper of the Light | 5 | 100.00% | 76.6 | 60.00% | +60.00% | +40.00% | -60.00% | -4.01% | 35:43 | 18:18 | 18:18 | 38:24 | 43:16 | 43:55 | 24:58 | 18:29 |
 | Invoker | 55 | 85.94% | 74.5 | 54.55% | +32.33% | +24.02% | -11.69% | -8.64% | 22:48 | 15:56 | 20:39 | 22:52 | 24:47 | 29:06 | 04:08 | 03:03 |
 | Earth Spirit | 8 | 8.89% | 72.3 | 75.00% | +28.66% | -25.00% | -25.00% | 0.00% | 35:17 | 22:47 | 31:19 | 33:49 | 35:53 | 46:50 | 04:34 | 03:22 |
 | Shadow Shaman | 1 | 25.00% | 70.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 00:00 | 00:00 |
 | Faceless Void | 7 | 8.24% | 68.1 | 71.43% | +18.87% | -21.43% | -21.43% | 0.00% | 37:31 | 23:36 | 32:09 | 35:16 | 40:55 | 51:46 | 08:46 | 06:29 |
 | Witch Doctor | 6 | 16.22% | 66.0 | 66.67% | +21.51% | +33.33% | +33.33% | 0.00% | 31:10 | 28:36 | 29:12 | 30:43 | 33:03 | 34:23 | 03:51 | 02:51 |
 | Phoenix | 4 | 9.76% | 63.8 | 75.00% | +29.05% | -75.00% | +25.00% | 0.00% | 37:20 | 29:37 | 29:37 | 35:21 | 35:41 | 48:40 | 06:04 | 04:29 |
 | Sand King | 1 | 16.67% | 61.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 00:00 | 00:00 |
 | Tinker | 16 | 72.73% | 59.6 | 37.50% | +20.83% | +12.50% | -12.50% | -5.66% | 28:12 | 23:05 | 25:40 | 27:34 | 30:05 | 37:33 | 04:25 | 03:16 |
 | Dazzle | 2 | 4.35% | 57.4 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 40:58 | 38:22 | 38:22 | 43:34 | 43:34 | 43:34 | 05:12 | 03:51 |
 | Rubick | 6 | 31.58% | 55.3 | 50.00% | -3.85% | 0.00% | -50.00% | -6.15% | 40:35 | 34:33 | 36:28 | 39:10 | 44:36 | 44:59 | 08:08 | 06:01 |
 | Night Stalker | 12 | 85.71% | 53.2 | 33.33% | +33.33% | 0.00% | +33.34% | 7.84% | 24:46 | 17:13 | 22:24 | 22:56 | 26:39 | 32:19 | 04:15 | 03:08 |
 | Necrophos | 2 | 50.00% | 51.1 | 50.00% | -50.00% | -50.00% | 0.00% | 0.00% | 57:46 | 51:36 | 51:36 | 1:03:55 | 1:03:55 | 1:03:55 | 12:19 | 09:07 |
 | Chen | 2 | 50.00% | 48.9 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 21:56 | 14:20 | 14:20 | 29:32 | 29:32 | 29:32 | 15:12 | 11:15 |
 | Ancient Apparition | 4 | 25.00% | 46.8 | 50.00% | -16.67% | -50.00% | +50.00% | 5.23% | 45:04 | 32:25 | 32:25 | 43:42 | 51:33 | 52:37 | 19:08 | 14:10 |
 | Lich | 1 | 8.33% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 00:00 | 00:00 |
 | Disruptor | 5 | 4.63% | 42.6 | 60.00% | +16.31% | +40.00% | -60.00% | 0.00% | 42:07 | 31:44 | 31:44 | 39:52 | 42:15 | 57:58 | 10:31 | 07:47 |
 | Shadow Demon | 1 | 5.88% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 00:00 | 00:00 |
 | Clockwerk | 2 | 33.33% | 38.3 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 31:45 | 27:16 | 27:16 | 36:13 | 36:13 | 36:13 | 08:57 | 06:37 |
 | Lone Druid | 1 | 5.56% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:45 | 48:45 | 48:45 | 48:45 | 48:45 | 48:45 | 00:00 | 00:00 |
 | Vengeful Spirit | 3 | 3.30% | 34.0 | 66.67% | +14.40% | +33.33% | 0.00% | 0.00% | 1:06:50 | 50:51 | 50:51 | 58:16 | 1:31:23 | 1:31:23 | 40:32 | 30:01 |
 | Axe | 1 | 3.23% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:30 | 33:30 | 33:30 | 33:30 | 33:30 | 33:30 | 00:00 | 00:00 |
 | Tiny | 10 | 83.33% | 29.8 | 20.00% | +20.00% | -20.00% | -20.00% | 0.00% | 30:27 | 18:32 | 20:45 | 28:05 | 31:44 | 1:01:24 | 10:59 | 08:08 |
 | Ursa | 2 | 20.00% | 27.7 | 50.00% | +12.50% | -50.00% | 0.00% | 0.00% | 25:45 | 23:05 | 23:05 | 28:24 | 28:24 | 28:24 | 05:19 | 03:56 |
 | Tidehunter | 1 | 1.54% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 00:00 | 00:00 |
 | Enchantress | 3 | 25.00% | 23.4 | 33.33% | 0.00% | +66.67% | 0.00% | 0.00% | 32:28 | 27:48 | 27:48 | 30:12 | 39:24 | 39:24 | 11:36 | 08:35 |
 | Puck | 3 | 20.00% | 21.3 | 33.33% | -25.00% | -33.33% | 0.00% | 0.00% | 37:55 | 31:03 | 31:03 | 38:54 | 43:47 | 43:47 | 12:44 | 09:25 |
 | Drow Ranger | 3 | 15.79% | 19.1 | 33.33% | -35.42% | +66.67% | 0.00% | 0.00% | 21:24 | 19:59 | 19:59 | 21:08 | 23:06 | 23:06 | 03:07 | 02:18 |
 | Queen of Pain | 4 | 25.00% | 17.0 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 29:30 | 25:50 | 25:50 | 28:19 | 31:22 | 32:30 | 05:32 | 04:05 |
 | Warlock | 2 | 66.67% | 14.9 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 26:31 | 15:20 | 15:20 | 37:41 | 37:41 | 37:41 | 22:21 | 16:33 |
 | Batrider | 2 | 3.17% | 12.8 | 0.00% | -45.90% | 0.00% | 0.00% | 0.00% | 44:09 | 34:56 | 34:56 | 53:21 | 53:21 | 53:21 | 18:25 | 13:38 |
 | Omniknight | 2 | 40.00% | 10.6 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 45:03 | 29:28 | 29:28 | 60:38 | 60:38 | 60:38 | 31:10 | 23:05 |
 | Treant Protector | 1 | 50.00% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:46 | 1:03:46 | 1:03:46 | 1:03:46 | 1:03:46 | 1:03:46 | 00:00 | 00:00 |
 | Lion | 2 | 2.67% | 6.4 | 0.00% | -41.10% | 0.00% | 0.00% | 0.00% | 47:22 | 42:47 | 42:47 | 51:56 | 51:56 | 51:56 | 09:09 | 06:46 |
 | Morphling | 1 | 4.76% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 00:00 | 00:00 |
 | Jakiro | 1 | 50.00% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:28 | 51:28 | 51:28 | 51:28 | 51:28 | 51:28 | 00:00 | 00:00 |