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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 | 137 | 19.30% | 93.8 | 56.93% | +14.38% | -9.87% | +10.72% | 2.21% | 28:07 | 14:09 | 23:09 | 26:52 | 32:28 | 51:36 | 06:54 |
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 | |
 | Visage | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:25 | 22:25 | 22:25 | 22:25 | 22:25 | 22:25 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 100.00% | 97.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:59 | 15:59 | 15:59 | 15:59 | 15:59 | 15:59 | 00:00 | 00:00 |
 | Spectre | 1 | 100.00% | 95.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:58 | 15:58 | 15:58 | 15:58 | 15:58 | 15:58 | 00:00 | 00:00 |
 | Dark Seer | 1 | 100.00% | 93.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 00:00 | 00:00 |
 | Juggernaut | 2 | 66.67% | 91.3 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 25:20 | 24:38 | 24:38 | 26:01 | 26:01 | 26:01 | 01:23 | 01:01 |
 | Ember Spirit | 8 | 50.00% | 89.1 | 87.50% | +37.50% | -37.50% | +12.50% | 0.00% | 27:23 | 21:11 | 21:51 | 27:56 | 29:36 | 34:26 | 07:45 | 05:44 |
 | Shadow Demon | 3 | 25.00% | 87.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 34:59 | 25:35 | 25:35 | 39:05 | 40:18 | 40:18 | 14:43 | 10:54 |
 | Keeper of the Light | 1 | 50.00% | 84.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:20 | 26:20 | 26:20 | 26:20 | 26:20 | 26:20 | 00:00 | 00:00 |
 | Tidehunter | 13 | 43.33% | 82.6 | 76.92% | +35.74% | +23.08% | +23.08% | 0.00% | 25:54 | 19:19 | 20:17 | 26:01 | 28:57 | 37:28 | 08:40 | 06:25 |
 | Weaver | 10 | 58.82% | 80.4 | 70.00% | +27.14% | -3.33% | -20.00% | -2.30% | 29:22 | 24:17 | 25:17 | 27:17 | 32:31 | 39:01 | 07:14 | 05:21 |
 | Phantom Assassin | 2 | 20.00% | 78.3 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 26:51 | 26:19 | 26:19 | 27:23 | 27:23 | 27:23 | 01:04 | 00:47 |
 | Pugna | 1 | 33.33% | 76.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:24 | 29:24 | 29:24 | 29:24 | 29:24 | 29:24 | 00:00 | 00:00 |
 | Naga Siren | 4 | 100.00% | 73.9 | 50.00% | +50.00% | -50.00% | +50.00% | 17.44% | 27:03 | 23:09 | 23:09 | 23:10 | 28:53 | 32:59 | 05:44 | 04:14 |
 | Brewmaster | 2 | 100.00% | 71.7 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 22:51 | 21:18 | 21:18 | 24:23 | 24:23 | 24:23 | 03:05 | 02:17 |
 | Outworld Destroyer | 3 | 42.86% | 69.6 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 32:57 | 26:22 | 26:22 | 34:45 | 37:43 | 37:43 | 11:21 | 08:24 |
 | Razor | 1 | 25.00% | 67.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 00:00 | 00:00 |
 | Storm Spirit | 5 | 38.46% | 65.2 | 60.00% | -2.50% | -60.00% | +40.00% | 0.00% | 35:23 | 27:46 | 27:46 | 34:26 | 36:43 | 46:22 | 08:57 | 06:37 |
 | Gyrocopter | 7 | 87.50% | 63.0 | 42.86% | -57.14% | +7.14% | -42.86% | -35.71% | 17:46 | 14:09 | 14:46 | 15:40 | 16:10 | 27:53 | 01:24 | 01:02 |
 | Grimstroke | 5 | 33.33% | 60.9 | 60.00% | +30.00% | -60.00% | +40.00% | 0.00% | 28:30 | 23:05 | 23:05 | 27:38 | 27:45 | 38:47 | 04:40 | 03:27 |
 | Hoodwink | 5 | 33.33% | 58.7 | 60.00% | +10.00% | -60.00% | +40.00% | 14.02% | 29:53 | 25:07 | 25:07 | 32:06 | 32:15 | 34:42 | 07:08 | 05:17 |
 | Nyx Assassin | 1 | 20.00% | 56.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:48 | 40:48 | 40:48 | 40:48 | 40:48 | 40:48 | 00:00 | 00:00 |
 | Jakiro | 3 | 27.27% | 54.3 | 66.67% | +4.17% | +33.33% | 0.00% | -12.27% | 28:09 | 26:31 | 26:31 | 28:43 | 29:14 | 29:14 | 02:43 | 02:00 |
 | Terrorblade | 3 | 23.08% | 52.2 | 66.67% | +6.67% | -66.67% | 0.00% | 0.00% | 38:31 | 36:25 | 36:25 | 36:50 | 42:18 | 42:18 | 05:53 | 04:21 |
 | Void Spirit | 20 | 86.96% | 50.0 | 35.00% | +1.67% | +25.00% | -15.00% | -6.63% | 24:42 | 15:20 | 21:44 | 24:26 | 27:46 | 34:46 | 06:02 | 04:28 |
 | Spirit Breaker | 1 | 14.29% | 47.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 00:00 | 00:00 |
 | Ursa | 1 | 12.50% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:13 | 37:13 | 37:13 | 37:13 | 37:13 | 37:13 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 12.50% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 00:00 | 00:00 |
 | Disruptor | 4 | 30.77% | 41.3 | 50.00% | +5.56% | -50.00% | +50.00% | 20.07% | 31:22 | 27:29 | 27:29 | 31:05 | 32:28 | 34:25 | 04:59 | 03:41 |
 | Bane | 1 | 5.88% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 |
 | Puck | 2 | 33.33% | 37.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 30:31 | 27:56 | 27:56 | 33:06 | 33:06 | 33:06 | 05:10 | 03:49 |
 | Invoker | 7 | 58.33% | 34.8 | 28.57% | +8.57% | -28.57% | -28.57% | 0.00% | 24:22 | 17:11 | 19:21 | 23:50 | 26:52 | 32:18 | 07:31 | 05:34 |
 | Snapfire | 1 | 2.70% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:29 | 36:29 | 36:29 | 36:29 | 36:29 | 36:29 | 00:00 | 00:00 |
 | Medusa | 3 | 20.00% | 30.4 | 33.33% | -33.34% | -33.33% | 0.00% | 0.00% | 28:15 | 21:26 | 21:26 | 26:07 | 37:12 | 37:12 | 15:46 | 11:40 |
 | Monkey King | 1 | 11.11% | 28.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:53 | 40:53 | 40:53 | 40:53 | 40:53 | 40:53 | 00:00 | 00:00 |
 | Tinker | 1 | 100.00% | 26.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:12 | 19:12 | 19:12 | 19:12 | 19:12 | 19:12 | 00:00 | 00:00 |
 | Wraith King | 1 | 9.09% | 23.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:36 | 51:36 | 51:36 | 51:36 | 51:36 | 51:36 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 25.00% | 21.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:14 | 50:14 | 50:14 | 50:14 | 50:14 | 50:14 | 00:00 | 00:00 |
 | Bristleback | 1 | 100.00% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 00:00 | 00:00 |
 | Slark | 1 | 33.33% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:39 | 21:39 | 21:39 | 21:39 | 21:39 | 21:39 | 00:00 | 00:00 |
 | Skywrath Mage | 1 | 16.67% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 00:00 | 00:00 |
 | Elder Titan | 1 | 50.00% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:11 | 35:11 | 35:11 | 35:11 | 35:11 | 35:11 | 00:00 | 00:00 |
 | Oracle | 1 | 50.00% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:15 | 25:15 | 25:15 | 25:15 | 25:15 | 25:15 | 00:00 | 00:00 |
 | Luna | 1 | 9.09% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:26 | 49:26 | 49:26 | 49:26 | 49:26 | 49:26 | 00:00 | 00:00 |
 | Silencer | 1 | 10.00% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:53 | 37:53 | 37:53 | 37:53 | 37:53 | 37:53 | 00:00 | 00:00 |
 | Dawnbreaker | 1 | 50.00% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 25.00% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 00:00 | 00:00 |