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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 | |
 | Aether Lens | 418 | 11.33% | 65.3 | 53.83% | +6.64% | +0.46% | +0.98% | 0.05% | 25:09 | 08:52 | 18:53 | 23:09 | 29:38 | 1:05:25 | 07:57 |
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 | |
 | Grimstroke | 33 | 31.13% | 100.0 | 81.82% | +54.42% | -6.82% | +5.68% | 1.29% | 24:51 | 14:30 | 18:30 | 23:47 | 28:13 | 43:46 | 09:43 | 07:11 |
 | Lina | 7 | 16.67% | 97.9 | 85.71% | +57.14% | +14.29% | -35.71% | -25.21% | 15:51 | 12:17 | 14:02 | 15:31 | 16:01 | 20:04 | 01:59 | 01:28 |
 | Bane | 59 | 60.82% | 95.7 | 55.93% | -4.60% | +10.74% | -22.60% | -6.47% | 24:22 | 14:56 | 21:06 | 23:22 | 26:15 | 42:54 | 05:09 | 03:48 |
 | Vengeful Spirit | 8 | 57.14% | 93.6 | 62.50% | +12.50% | +37.50% | -62.50% | -23.44% | 29:02 | 23:48 | 26:36 | 28:20 | 30:52 | 33:35 | 04:16 | 03:09 |
 | Pudge | 1 | 33.33% | 91.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:11 | 37:11 | 37:11 | 37:11 | 37:11 | 37:11 | 00:00 | 00:00 |
 | Lion | 2 | 15.38% | 89.4 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 32:15 | 31:09 | 31:09 | 33:20 | 33:20 | 33:20 | 02:11 | 01:37 |
 | Rubick | 44 | 91.67% | 87.2 | 50.00% | 0.00% | +4.55% | +4.55% | 0.00% | 19:10 | 12:38 | 15:38 | 18:39 | 20:49 | 33:47 | 05:11 | 03:50 |
 | Shadow Demon | 38 | 65.52% | 85.1 | 52.63% | -7.37% | +37.37% | -8.19% | -8.33% | 19:25 | 12:12 | 15:56 | 18:15 | 21:24 | 32:58 | 05:28 | 04:02 |
 | Shadow Shaman | 19 | 45.24% | 83.0 | 52.63% | -3.89% | +7.37% | -12.63% | -1.85% | 24:25 | 13:13 | 19:00 | 24:31 | 29:47 | 36:56 | 10:47 | 07:59 |
 | Techies | 3 | 42.86% | 80.9 | 66.67% | +66.67% | -66.67% | 0.00% | 6.04% | 29:19 | 25:06 | 25:06 | 26:43 | 36:08 | 36:08 | 11:02 | 08:10 |
 | Disruptor | 2 | 10.53% | 78.7 | 100.00% | +64.71% | 0.00% | 0.00% | 0.00% | 23:23 | 20:44 | 20:44 | 26:02 | 26:02 | 26:02 | 05:18 | 03:55 |
 | Omniknight | 4 | 19.05% | 76.6 | 75.00% | +22.06% | +25.00% | +25.00% | 0.00% | 35:31 | 29:05 | 29:05 | 33:02 | 37:45 | 42:11 | 08:40 | 06:25 |
 | Pugna | 30 | 51.72% | 74.5 | 46.67% | +3.81% | +15.83% | -3.81% | -1.56% | 20:19 | 09:06 | 11:09 | 20:32 | 23:46 | 50:53 | 12:37 | 09:20 |
 | Puck | 10 | 20.83% | 72.3 | 60.00% | +4.74% | +6.67% | +40.00% | 3.67% | 37:36 | 29:14 | 31:50 | 36:30 | 40:55 | 52:30 | 09:05 | 06:43 |
 | Invoker | 4 | 14.29% | 70.2 | 75.00% | +37.50% | +25.00% | +25.00% | 0.00% | 52:43 | 42:37 | 42:37 | 46:18 | 56:59 | 1:04:58 | 14:22 | 10:38 |
 | Hoodwink | 60 | 61.86% | 68.1 | 40.00% | -0.54% | -20.00% | -13.33% | 1.05% | 22:33 | 11:19 | 18:46 | 22:10 | 25:08 | 41:22 | 06:22 | 04:42 |
 | Batrider | 14 | 60.87% | 66.0 | 42.86% | +20.64% | -17.86% | -9.53% | 0.95% | 26:08 | 21:16 | 22:21 | 22:45 | 31:09 | 35:06 | 08:48 | 06:31 |
 | Winter Wyvern | 3 | 27.27% | 63.8 | 66.67% | +16.67% | +33.33% | 0.00% | -19.05% | 22:46 | 21:51 | 21:51 | 22:52 | 23:36 | 23:36 | 01:45 | 01:17 |
 | Sand King | 5 | 3.38% | 61.7 | 80.00% | +31.75% | +20.00% | +20.00% | 0.00% | 37:19 | 21:32 | 21:32 | 42:12 | 45:02 | 52:43 | 23:30 | 17:24 |
 | Ogre Magi | 7 | 20.59% | 59.6 | 57.14% | +5.29% | -57.14% | -7.14% | 3.48% | 33:04 | 21:26 | 21:57 | 25:44 | 36:19 | 1:05:25 | 14:22 | 10:38 |
 | Skywrath Mage | 10 | 21.74% | 57.4 | 50.00% | -11.11% | +16.67% | 0.00% | 0.00% | 27:05 | 18:49 | 22:14 | 23:58 | 26:45 | 53:38 | 04:31 | 03:20 |
 | Dark Seer | 1 | 11.11% | 55.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 00:00 | 00:00 |
 | Chaos Knight | 5 | 7.35% | 53.2 | 60.00% | +15.56% | -60.00% | +40.00% | 0.00% | 29:30 | 16:51 | 16:51 | 31:21 | 33:31 | 35:07 | 16:40 | 12:20 |
 | Pangolier | 5 | 5.38% | 51.1 | 60.00% | +11.14% | +40.00% | -60.00% | 0.00% | 40:34 | 33:03 | 33:03 | 41:19 | 41:41 | 50:02 | 08:38 | 06:23 |
 | Bloodseeker | 1 | 6.67% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 00:00 | 00:00 |
 | Magnus | 2 | 33.33% | 46.8 | 50.00% | -25.00% | +50.00% | 0.00% | -14.93% | 27:58 | 26:17 | 26:17 | 29:38 | 29:38 | 29:38 | 03:21 | 02:28 |
 | Abaddon | 4 | 9.52% | 44.7 | 50.00% | -26.32% | -50.00% | +50.00% | 0.00% | 33:10 | 24:51 | 24:51 | 26:27 | 33:22 | 48:01 | 08:31 | 06:18 |
 | Brewmaster | 1 | 3.23% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:04 | 49:04 | 49:04 | 49:04 | 49:04 | 49:04 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 3.23% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:55 | 54:55 | 54:55 | 54:55 | 54:55 | 54:55 | 00:00 | 00:00 |
 | Phantom Lancer | 6 | 28.57% | 38.3 | 33.33% | -33.34% | +16.67% | -33.33% | 0.00% | 29:30 | 19:03 | 26:01 | 28:04 | 34:51 | 35:25 | 08:50 | 06:32 |
 | Queen of Pain | 1 | 2.27% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:36 | 49:36 | 49:36 | 49:36 | 49:36 | 49:36 | 00:00 | 00:00 |
 | Oracle | 3 | 33.33% | 34.0 | 33.33% | -33.34% | +66.67% | 0.00% | 0.00% | 26:23 | 23:54 | 23:54 | 26:34 | 28:40 | 28:40 | 04:46 | 03:31 |
 | Mirana | 1 | 1.23% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 00:00 | 00:00 |
 | Enigma | 4 | 50.00% | 29.8 | 25.00% | -25.00% | -25.00% | +75.00% | 36.36% | 16:59 | 08:52 | 08:52 | 10:40 | 11:37 | 36:48 | 02:45 | 02:02 |
 | Ember Spirit | 1 | 1.11% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:57 | 26:57 | 26:57 | 26:57 | 26:57 | 26:57 | 00:00 | 00:00 |
 | Nyx Assassin | 2 | 8.33% | 25.5 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 40:19 | 21:51 | 21:51 | 58:46 | 58:46 | 58:46 | 36:55 | 27:20 |
 | Void Spirit | 2 | 4.55% | 23.4 | 50.00% | -4.76% | +50.00% | 0.00% | 0.00% | 49:31 | 46:47 | 46:47 | 52:15 | 52:15 | 52:15 | 05:28 | 04:02 |
 | Tusk | 3 | 6.38% | 21.3 | 33.33% | -14.40% | -33.33% | 0.00% | 0.00% | 35:50 | 33:58 | 33:58 | 35:28 | 38:04 | 38:04 | 04:06 | 03:02 |
 | Keeper of the Light | 3 | 4.00% | 19.1 | 33.33% | -18.06% | -33.33% | 0.00% | 0.00% | 36:09 | 18:54 | 18:54 | 42:59 | 46:33 | 46:33 | 27:39 | 20:28 |
 | Jakiro | 1 | 6.67% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:10 | 48:10 | 48:10 | 48:10 | 48:10 | 48:10 | 00:00 | 00:00 |
 | Zeus | 1 | 100.00% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:39 | 11:39 | 11:39 | 11:39 | 11:39 | 11:39 | 00:00 | 00:00 |
 | Legion Commander | 1 | 7.14% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:17 | 35:17 | 35:17 | 35:17 | 35:17 | 35:17 | 00:00 | 00:00 |
 | Earthshaker | 1 | 25.00% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 |
 | Snapfire | 1 | 1.92% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 00:00 | 00:00 |
 | Dazzle | 1 | 16.67% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 00:00 | 00:00 |
 | Weaver | 1 | 2.04% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 00:00 | 00:00 |
 | Witch Doctor | 2 | 100.00% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:17 | 18:11 | 18:11 | 22:23 | 22:23 | 22:23 | 04:12 | 03:06 |