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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 | 306 | 10.20% | 77.9 | 56.54% | +9.68% | -4.59% | +1.35% | 0.44% | 35:51 | 15:05 | 27:45 | 34:29 | 41:24 | 1:42:30 | 10:06 |
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 | |
 | Tiny | 3 | 75.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 20:23 | 17:54 | 17:54 | 21:14 | 22:00 | 22:00 | 04:06 | 03:02 |
 | Centaur Warrunner | 6 | 75.00% | 98.2 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 33:11 | 27:36 | 31:38 | 31:56 | 35:29 | 37:04 | 03:51 | 02:51 |
 | Chen | 2 | 40.00% | 96.4 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 28:40 | 18:46 | 18:46 | 38:33 | 38:33 | 38:33 | 19:47 | 14:39 |
 | Shadow Shaman | 13 | 27.08% | 94.6 | 84.62% | +38.91% | +15.38% | -17.95% | -3.34% | 33:49 | 24:15 | 27:51 | 32:12 | 37:49 | 49:41 | 09:58 | 07:22 |
 | Phantom Lancer | 1 | 50.00% | 92.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:05 | 23:05 | 23:05 | 23:05 | 23:05 | 23:05 | 00:00 | 00:00 |
 | Rubick | 11 | 12.22% | 91.1 | 81.82% | +34.98% | +18.18% | -15.15% | -3.94% | 44:49 | 28:22 | 39:43 | 45:34 | 48:11 | 57:51 | 08:28 | 06:16 |
 | Night Stalker | 20 | 30.30% | 89.3 | 70.00% | +22.17% | +10.00% | -10.00% | -2.71% | 32:10 | 24:54 | 27:30 | 30:09 | 34:53 | 49:10 | 07:23 | 05:28 |
 | Zeus | 7 | 87.50% | 87.5 | 57.14% | -42.86% | -7.14% | +42.86% | 5.81% | 31:03 | 22:20 | 26:25 | 32:13 | 35:01 | 37:36 | 08:36 | 06:22 |
 | Sand King | 15 | 10.56% | 85.7 | 73.33% | +30.02% | +1.67% | +26.67% | 3.57% | 38:04 | 27:51 | 31:19 | 33:50 | 38:19 | 55:36 | 07:00 | 05:11 |
 | Nyx Assassin | 11 | 13.75% | 83.9 | 72.73% | +22.01% | -6.06% | +27.27% | 2.86% | 37:26 | 23:10 | 29:44 | 34:45 | 41:24 | 51:13 | 11:40 | 08:38 |
 | Brewmaster | 2 | 100.00% | 82.1 | 50.00% | +50.00% | -50.00% | 0.00% | 50.00% | 30:02 | 29:36 | 29:36 | 30:27 | 30:27 | 30:27 | 00:51 | 00:37 |
 | Clockwerk | 18 | 19.78% | 80.4 | 61.11% | +6.32% | +18.89% | -11.11% | -1.38% | 44:59 | 30:05 | 34:37 | 45:57 | 56:19 | 60:29 | 21:42 | 16:04 |
 | Tusk | 2 | 11.11% | 78.6 | 100.00% | +68.75% | 0.00% | 0.00% | 0.00% | 54:29 | 43:16 | 43:16 | 1:05:42 | 1:05:42 | 1:05:42 | 22:26 | 16:37 |
 | Anti-Mage | 2 | 10.53% | 76.8 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 29:08 | 28:09 | 28:09 | 30:07 | 30:07 | 30:07 | 01:58 | 01:27 |
 | Lina | 3 | 3.53% | 75.0 | 100.00% | +46.34% | 0.00% | 0.00% | 0.00% | 38:05 | 35:21 | 35:21 | 39:12 | 39:42 | 39:42 | 04:21 | 03:13 |
 | Ursa | 6 | 17.14% | 73.2 | 66.67% | +25.29% | -16.67% | +33.33% | 0.00% | 36:30 | 22:33 | 22:39 | 33:32 | 46:18 | 55:32 | 23:39 | 17:31 |
 | Puck | 32 | 32.32% | 71.4 | 46.88% | -2.37% | +15.62% | +15.62% | 0.00% | 39:56 | 22:06 | 33:41 | 38:22 | 42:38 | 1:10:20 | 08:57 | 06:37 |
 | Shadow Fiend | 2 | 7.14% | 69.6 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 25:03 | 21:55 | 21:55 | 28:10 | 28:10 | 28:10 | 06:15 | 04:37 |
 | Bloodseeker | 4 | 12.50% | 67.9 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 34:59 | 26:28 | 26:28 | 31:30 | 40:08 | 41:51 | 13:40 | 10:07 |
 | Nature's Prophet | 2 | 6.90% | 66.1 | 100.00% | +37.04% | 0.00% | 0.00% | 0.00% | 49:33 | 48:46 | 48:46 | 50:20 | 50:20 | 50:20 | 01:34 | 01:09 |
 | Storm Spirit | 2 | 5.88% | 64.3 | 100.00% | +46.87% | 0.00% | 0.00% | 0.00% | 46:46 | 43:12 | 43:12 | 50:19 | 50:19 | 50:19 | 07:07 | 05:16 |
 | Earth Spirit | 2 | 4.88% | 62.5 | 100.00% | +56.41% | 0.00% | 0.00% | 0.00% | 1:03:44 | 49:08 | 49:08 | 1:18:19 | 1:18:19 | 1:18:19 | 29:11 | 21:37 |
 | Ancient Apparition | 4 | 7.27% | 60.7 | 75.00% | +24.02% | +25.00% | +25.00% | 0.00% | 42:58 | 34:28 | 34:28 | 38:01 | 44:13 | 55:08 | 09:45 | 07:13 |
 | Disruptor | 10 | 19.61% | 58.9 | 50.00% | -13.41% | +16.67% | 0.00% | -2.14% | 36:12 | 29:53 | 30:57 | 34:29 | 38:45 | 45:44 | 07:48 | 05:46 |
 | Abaddon | 3 | 17.65% | 57.1 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 37:10 | 28:13 | 28:13 | 41:20 | 41:58 | 41:58 | 13:45 | 10:11 |
 | Venomancer | 13 | 20.63% | 55.4 | 46.15% | +2.15% | +53.85% | -12.82% | -9.73% | 28:16 | 21:21 | 23:58 | 26:30 | 30:49 | 39:05 | 06:51 | 05:04 |
 | Legion Commander | 2 | 2.99% | 53.6 | 100.00% | +49.23% | 0.00% | 0.00% | 0.00% | 29:28 | 26:58 | 26:58 | 31:57 | 31:57 | 31:57 | 04:59 | 03:41 |
 | Invoker | 27 | 100.00% | 51.8 | 29.63% | +29.63% | +27.51% | -1.06% | -8.66% | 20:08 | 15:05 | 17:50 | 19:40 | 21:08 | 31:49 | 03:18 | 02:26 |
 | Mirana | 4 | 22.22% | 50.0 | 50.00% | -7.14% | -50.00% | +50.00% | 0.00% | 18:27 | 16:31 | 16:31 | 17:15 | 19:43 | 20:20 | 03:12 | 02:22 |
 | Doom | 1 | 7.14% | 48.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:26 | 56:26 | 56:26 | 56:26 | 56:26 | 56:26 | 00:00 | 00:00 |
 | Underlord | 1 | 6.67% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:35 | 37:35 | 37:35 | 37:35 | 37:35 | 37:35 | 00:00 | 00:00 |
 | Queen of Pain | 5 | 4.67% | 44.6 | 60.00% | +3.14% | +40.00% | +40.00% | 0.00% | 28:27 | 18:30 | 18:30 | 26:05 | 35:00 | 39:06 | 16:30 | 12:13 |
 | Faceless Void | 3 | 6.67% | 42.9 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 32:46 | 29:05 | 29:05 | 30:58 | 38:15 | 38:15 | 09:10 | 06:47 |
 | Tidehunter | 1 | 5.88% | 41.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:28 | 32:28 | 32:28 | 32:28 | 32:28 | 32:28 | 00:00 | 00:00 |
 | Pugna | 4 | 80.00% | 39.3 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 33:56 | 24:24 | 24:24 | 25:59 | 28:20 | 57:01 | 03:56 | 02:54 |
 | Necrophos | 10 | 40.00% | 37.5 | 30.00% | -23.33% | +3.33% | -30.00% | -4.75% | 35:56 | 26:37 | 32:11 | 34:47 | 39:12 | 52:27 | 07:01 | 05:11 |
 | Weaver | 1 | 2.78% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 00:00 | 00:00 |
 | Tinker | 4 | 66.67% | 33.9 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 27:43 | 23:24 | 23:24 | 24:11 | 28:08 | 35:07 | 04:44 | 03:30 |
 | Windranger | 4 | 66.67% | 32.1 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 37:07 | 34:50 | 34:50 | 36:42 | 36:54 | 40:01 | 02:04 | 01:31 |
 | Jakiro | 1 | 2.56% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:26 | 58:26 | 58:26 | 58:26 | 58:26 | 58:26 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 2.33% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:24 | 37:24 | 37:24 | 37:24 | 37:24 | 37:24 | 00:00 | 00:00 |
 | Razor | 10 | 18.87% | 26.8 | 30.00% | -23.49% | +3.33% | +20.00% | 1.05% | 40:46 | 23:22 | 30:57 | 39:22 | 46:49 | 1:06:44 | 15:52 | 11:45 |
 | Earthshaker | 1 | 1.22% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:14 | 1:08:14 | 1:08:14 | 1:08:14 | 1:08:14 | 1:08:14 | 00:00 | 00:00 |
 | Keeper of the Light | 4 | 40.00% | 23.2 | 25.00% | +25.00% | +75.00% | -25.00% | -32.97% | 26:42 | 23:50 | 23:50 | 25:20 | 26:52 | 30:44 | 03:02 | 02:14 |
 | Timbersaw | 3 | 23.08% | 21.4 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 47:01 | 37:16 | 37:16 | 41:36 | 1:02:12 | 1:02:12 | 24:56 | 18:28 |
 | Gyrocopter | 3 | 17.65% | 19.6 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 30:40 | 26:45 | 26:45 | 29:38 | 35:38 | 35:38 | 08:53 | 06:34 |
 | Drow Ranger | 3 | 15.00% | 17.9 | 33.33% | -25.49% | +66.67% | 0.00% | 0.00% | 40:21 | 26:49 | 26:49 | 41:09 | 53:04 | 53:04 | 26:15 | 19:26 |
 | Batrider | 2 | 4.00% | 16.1 | 50.00% | -8.33% | -50.00% | 0.00% | 0.00% | 49:13 | 44:24 | 44:24 | 54:02 | 54:02 | 54:02 | 09:38 | 07:08 |
 | Silencer | 2 | 3.23% | 14.3 | 50.00% | +6.67% | -50.00% | 0.00% | 0.00% | 1:07:24 | 32:17 | 32:17 | 1:42:30 | 1:42:30 | 1:42:30 | 1:10:13 | 52:00 |
 | Omniknight | 4 | 15.38% | 12.5 | 25.00% | -11.36% | +75.00% | -25.00% | 0.00% | 49:48 | 39:15 | 39:15 | 41:07 | 51:46 | 1:07:05 | 12:31 | 09:16 |
 | Warlock | 1 | 1.92% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:49 | 1:05:49 | 1:05:49 | 1:05:49 | 1:05:49 | 1:05:49 | 00:00 | 00:00 |
 | Lone Druid | 2 | 14.29% | 8.9 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | 46:47 | 39:35 | 39:35 | 53:59 | 53:59 | 53:59 | 14:24 | 10:40 |
 | Visage | 2 | 50.00% | 7.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 39:18 | 38:56 | 38:56 | 39:40 | 39:40 | 39:40 | 00:44 | 00:32 |
 | Medusa | 1 | 10.00% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:25 | 22:25 | 22:25 | 22:25 | 22:25 | 22:25 | 00:00 | 00:00 |
 | Phoenix | 1 | 10.00% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:37 | 48:37 | 48:37 | 48:37 | 48:37 | 48:37 | 00:00 | 00:00 |
 | Enchantress | 2 | 40.00% | 1.8 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 39:37 | 34:23 | 34:23 | 44:50 | 44:50 | 44:50 | 10:27 | 07:44 |