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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 | 365 | 9.61% | 88.4 | 60.82% | +13.61% | -1.48% | +4.02% | 0.46% | 25:30 | 09:21 | 19:08 | 24:02 | 30:59 | 54:35 | 08:46 |
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 | |
 | Earthshaker | 2 | 33.33% | 100.0 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 26:07 | 24:35 | 24:35 | 27:38 | 27:38 | 27:38 | 03:03 | 02:15 |
 | Rubick | 19 | 67.86% | 97.8 | 68.42% | +23.98% | -8.42% | -8.42% | 0.00% | 20:20 | 12:08 | 13:47 | 17:38 | 21:17 | 35:50 | 07:30 | 05:33 |
 | Shadow Demon | 35 | 53.85% | 95.7 | 65.71% | +15.71% | +12.07% | +23.18% | 1.61% | 21:27 | 13:18 | 17:04 | 20:18 | 23:57 | 33:44 | 06:53 | 05:05 |
 | Hoodwink | 49 | 52.13% | 93.5 | 63.27% | +27.71% | +11.73% | -21.60% | -6.04% | 20:26 | 13:17 | 16:17 | 19:12 | 21:48 | 41:24 | 05:31 | 04:05 |
 | Bane | 76 | 57.14% | 91.3 | 60.53% | +13.16% | +7.89% | +2.63% | -0.64% | 26:15 | 16:48 | 21:39 | 24:39 | 29:51 | 45:23 | 08:12 | 06:04 |
 | Puck | 6 | 15.00% | 89.1 | 83.33% | +48.04% | +16.67% | +16.67% | 0.00% | 35:06 | 28:46 | 29:44 | 33:07 | 38:25 | 43:45 | 08:41 | 06:25 |
 | Sand King | 7 | 5.26% | 87.0 | 85.71% | +32.54% | +14.29% | +14.29% | 0.00% | 31:08 | 20:16 | 24:13 | 26:26 | 30:00 | 54:35 | 05:47 | 04:17 |
 | Shadow Shaman | 25 | 42.37% | 84.8 | 56.00% | +11.88% | -22.67% | +10.67% | 3.28% | 21:31 | 12:16 | 15:22 | 18:36 | 25:31 | 46:53 | 10:09 | 07:31 |
 | Grimstroke | 20 | 26.32% | 82.6 | 60.00% | +26.07% | 0.00% | -20.00% | -2.01% | 29:21 | 14:48 | 23:33 | 28:33 | 33:31 | 52:42 | 09:58 | 07:22 |
 | Invoker | 3 | 6.82% | 80.4 | 100.00% | +58.54% | 0.00% | 0.00% | 0.00% | 30:35 | 24:24 | 24:24 | 30:08 | 37:13 | 37:13 | 12:49 | 09:29 |
 | Pugna | 31 | 43.66% | 78.3 | 51.61% | +6.61% | -26.61% | +23.39% | 3.26% | 23:20 | 09:21 | 14:11 | 23:45 | 29:32 | 50:44 | 15:21 | 11:22 |
 | Phantom Lancer | 2 | 11.11% | 76.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 31:40 | 27:16 | 27:16 | 36:03 | 36:03 | 36:03 | 08:47 | 06:30 |
 | Batrider | 12 | 60.00% | 73.9 | 50.00% | +12.50% | -16.67% | -16.67% | 0.00% | 24:29 | 21:11 | 22:27 | 24:02 | 25:38 | 28:34 | 03:11 | 02:21 |
 | Winter Wyvern | 3 | 37.50% | 71.7 | 66.67% | +26.67% | +33.33% | 0.00% | -0.92% | 30:32 | 15:25 | 15:25 | 24:25 | 51:47 | 51:47 | 36:22 | 26:56 |
 | Pangolier | 3 | 3.09% | 69.6 | 100.00% | +47.87% | 0.00% | 0.00% | 0.00% | 37:33 | 36:20 | 36:20 | 36:50 | 39:28 | 39:28 | 03:08 | 02:19 |
 | Keeper of the Light | 5 | 4.67% | 67.4 | 80.00% | +26.08% | +20.00% | -80.00% | 0.00% | 27:33 | 16:00 | 16:00 | 22:07 | 38:16 | 39:56 | 22:16 | 16:29 |
 | Techies | 6 | 35.29% | 65.2 | 50.00% | +31.82% | 0.00% | -50.00% | 0.00% | 25:32 | 19:50 | 21:51 | 22:58 | 29:02 | 30:57 | 07:11 | 05:19 |
 | Chaos Knight | 7 | 11.86% | 63.0 | 57.14% | +3.29% | -57.14% | +42.86% | 7.70% | 32:24 | 22:53 | 23:39 | 32:42 | 36:38 | 41:43 | 12:59 | 09:37 |
 | Jakiro | 3 | 15.79% | 60.9 | 66.67% | +22.92% | +33.33% | 0.00% | -32.25% | 21:55 | 21:21 | 21:21 | 22:00 | 22:23 | 22:23 | 01:02 | 00:45 |
 | Windranger | 1 | 11.11% | 58.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:01 | 43:01 | 43:01 | 43:01 | 43:01 | 43:01 | 00:00 | 00:00 |
 | Ancient Apparition | 1 | 11.11% | 56.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 00:00 | 00:00 |
 | Dark Seer | 1 | 10.00% | 54.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:59 | 31:59 | 31:59 | 31:59 | 31:59 | 31:59 | 00:00 | 00:00 |
 | Mars | 2 | 1.59% | 52.2 | 100.00% | +52.42% | 0.00% | 0.00% | 0.00% | 29:43 | 28:37 | 28:37 | 30:48 | 30:48 | 30:48 | 02:11 | 01:37 |
 | Zeus | 3 | 75.00% | 50.0 | 33.33% | +33.33% | -33.33% | 0.00% | 0.00% | 17:28 | 11:48 | 11:48 | 13:16 | 27:21 | 27:21 | 15:33 | 11:31 |
 | Vengeful Spirit | 1 | 6.67% | 47.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 |
 | Legion Commander | 1 | 6.25% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 00:00 | 00:00 |
 | Abaddon | 3 | 6.25% | 43.5 | 66.67% | +6.67% | +33.33% | 0.00% | 0.00% | 26:53 | 25:57 | 25:57 | 26:57 | 27:44 | 27:44 | 01:47 | 01:19 |
 | Weaver | 3 | 3.95% | 41.3 | 66.67% | +14.62% | +33.33% | 0.00% | 0.00% | 42:47 | 36:53 | 36:53 | 41:30 | 49:58 | 49:58 | 13:05 | 09:41 |
 | Beastmaster | 1 | 3.85% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 00:00 | 00:00 |
 | Void Spirit | 1 | 3.13% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:22 | 36:22 | 36:22 | 36:22 | 36:22 | 36:22 | 00:00 | 00:00 |
 | Timbersaw | 1 | 2.63% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:58 | 45:58 | 45:58 | 45:58 | 45:58 | 45:58 | 00:00 | 00:00 |
 | Lina | 1 | 2.38% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:04 | 16:04 | 16:04 | 16:04 | 16:04 | 16:04 | 00:00 | 00:00 |
 | Tidehunter | 1 | 2.22% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 00:00 | 00:00 |
 | Tusk | 5 | 12.20% | 28.3 | 40.00% | -1.67% | +60.00% | -40.00% | -14.15% | 40:24 | 33:44 | 33:44 | 39:32 | 40:48 | 51:17 | 07:04 | 05:14 |
 | Snapfire | 1 | 1.75% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |
 | Ember Spirit | 1 | 1.06% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:49 | 45:49 | 45:49 | 45:49 | 45:49 | 45:49 | 00:00 | 00:00 |
 | Magnus | 5 | 62.50% | 21.7 | 20.00% | -80.00% | -20.00% | -20.00% | 0.00% | 27:35 | 16:42 | 16:42 | 25:24 | 37:05 | 41:48 | 20:23 | 15:05 |
 | Death Prophet | 2 | 1.77% | 19.6 | 50.00% | +4.05% | -50.00% | 0.00% | 0.00% | 25:58 | 16:47 | 16:47 | 35:09 | 35:09 | 35:09 | 18:22 | 13:36 |
 | Ogre Magi | 3 | 7.32% | 17.4 | 33.33% | -8.78% | -33.33% | 0.00% | 0.00% | 26:30 | 25:09 | 25:09 | 26:21 | 28:01 | 28:01 | 02:52 | 02:07 |
 | Skywrath Mage | 6 | 17.65% | 15.2 | 16.67% | -36.90% | -16.67% | -16.67% | 0.00% | 25:57 | 17:53 | 18:17 | 25:03 | 32:53 | 35:22 | 14:36 | 10:48 |
 | Dark Willow | 1 | 9.09% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 00:00 | 00:00 |
 | Kunkka | 1 | 2.38% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 00:00 | 00:00 |
 | Leshrac | 1 | 2.22% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:11 | 41:11 | 41:11 | 41:11 | 41:11 | 41:11 | 00:00 | 00:00 |
 | Dragon Knight | 2 | 1.83% | 6.5 | 0.00% | -46.73% | 0.00% | 0.00% | 0.00% | 44:30 | 34:33 | 34:33 | 54:26 | 54:26 | 54:26 | 19:53 | 14:43 |
 | Lich | 1 | 9.09% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:23 | 24:23 | 24:23 | 24:23 | 24:23 | 24:23 | 00:00 | 00:00 |
 | Outworld Destroyer | 1 | 50.00% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:12 | 16:12 | 16:12 | 16:12 | 16:12 | 16:12 | 00:00 | 00:00 |