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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 | 205 | 11.20% | 79.2 | 56.59% | +9.81% | +0.27% | +0.27% | 0.00% | 28:06 | 10:37 | 20:57 | 26:27 | 33:37 | 1:01:50 | 09:22 |
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 | |
 | Outworld Destroyer | 3 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 17:41 | 12:47 | 12:47 | 19:39 | 20:37 | 20:37 | 07:50 | 05:48 |
 | Arc Warden | 5 | 83.33% | 97.7 | 80.00% | +80.00% | +20.00% | -80.00% | -19.67% | 28:55 | 25:06 | 25:06 | 28:45 | 30:11 | 32:08 | 05:05 | 03:45 |
 | Doom | 12 | 75.00% | 95.3 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 24:20 | 19:57 | 21:29 | 23:25 | 26:04 | 28:54 | 04:35 | 03:23 |
 | Crystal Maiden | 9 | 20.93% | 93.0 | 88.89% | +30.07% | -38.89% | +11.11% | 5.12% | 25:09 | 14:43 | 16:30 | 23:09 | 26:16 | 43:52 | 09:46 | 07:14 |
 | Grimstroke | 1 | 50.00% | 90.7 | 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 |
 | Silencer | 5 | 11.90% | 88.4 | 100.00% | +62.16% | 0.00% | 0.00% | 0.00% | 30:45 | 24:25 | 24:25 | 32:22 | 33:24 | 33:49 | 08:59 | 06:39 |
 | Hoodwink | 11 | 42.31% | 86.0 | 72.73% | +32.73% | -6.06% | -6.06% | 0.00% | 22:55 | 14:50 | 19:39 | 21:15 | 26:01 | 30:19 | 06:22 | 04:42 |
 | Enigma | 24 | 51.06% | 83.7 | 66.67% | +18.84% | +16.66% | -33.34% | -5.46% | 26:25 | 15:41 | 20:26 | 24:01 | 29:35 | 46:29 | 09:09 | 06:46 |
 | Magnus | 6 | 54.55% | 81.4 | 66.67% | +46.67% | -16.67% | -66.67% | -5.13% | 32:30 | 24:27 | 27:55 | 31:59 | 37:40 | 39:04 | 09:45 | 07:13 |
 | Disruptor | 3 | 10.00% | 79.1 | 100.00% | +40.74% | 0.00% | 0.00% | 0.00% | 43:59 | 35:43 | 35:43 | 42:55 | 53:19 | 53:19 | 17:36 | 13:02 |
 | Lion | 1 | 33.33% | 76.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 00:00 | 00:00 |
 | Dazzle | 3 | 42.86% | 74.4 | 66.67% | +41.67% | +33.33% | 0.00% | 0.00% | 22:06 | 20:14 | 20:14 | 22:07 | 23:56 | 23:56 | 03:42 | 02:44 |
 | Invoker | 2 | 10.53% | 72.1 | 100.00% | +64.71% | 0.00% | 0.00% | 0.00% | 36:53 | 36:50 | 36:50 | 36:55 | 36:55 | 36:55 | 00:05 | 00:03 |
 | Zeus | 16 | 80.00% | 69.8 | 43.75% | -6.25% | +31.25% | -18.75% | -4.59% | 20:53 | 12:01 | 12:38 | 18:38 | 23:31 | 37:52 | 10:53 | 08:03 |
 | Tusk | 2 | 8.00% | 67.4 | 100.00% | +34.78% | 0.00% | 0.00% | 0.00% | 36:58 | 30:08 | 30:08 | 43:48 | 43:48 | 43:48 | 13:40 | 10:07 |
 | Beastmaster | 10 | 40.00% | 65.1 | 50.00% | +3.33% | -16.67% | +50.00% | 6.94% | 28:08 | 19:23 | 22:48 | 28:01 | 32:24 | 38:21 | 09:36 | 07:06 |
 | Earthshaker | 8 | 44.44% | 62.8 | 50.00% | +30.00% | +50.00% | 0.00% | -13.27% | 32:56 | 24:51 | 28:23 | 29:50 | 32:09 | 53:06 | 03:46 | 02:47 |
 | Shadow Shaman | 1 | 16.67% | 60.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:57 | 19:57 | 19:57 | 19:57 | 19:57 | 19:57 | 00:00 | 00:00 |
 | Nyx Assassin | 2 | 4.76% | 58.1 | 100.00% | +35.00% | 0.00% | 0.00% | 0.00% | 43:52 | 25:53 | 25:53 | 1:01:50 | 1:01:50 | 1:01:50 | 35:57 | 26:37 |
 | Bane | 5 | 62.50% | 55.8 | 40.00% | -26.67% | +60.00% | +60.00% | 0.00% | 25:26 | 19:54 | 19:54 | 27:18 | 27:58 | 31:40 | 08:04 | 05:58 |
 | Marci | 2 | 2.63% | 53.5 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 39:41 | 29:39 | 29:39 | 49:43 | 49:43 | 49:43 | 20:04 | 14:51 |
 | Ursa | 1 | 9.09% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 00:00 | 00:00 |
 | Tidehunter | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 00:00 | 00:00 |
 | Lina | 1 | 7.14% | 46.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:37 | 10:37 | 10:37 | 10:37 | 10:37 | 10:37 | 00:00 | 00:00 |
 | Rubick | 16 | 88.89% | 44.2 | 25.00% | -25.00% | 0.00% | -25.00% | -3.47% | 19:21 | 13:22 | 15:20 | 17:15 | 22:32 | 28:26 | 07:12 | 05:20 |
 | Puck | 8 | 30.77% | 41.9 | 37.50% | -23.61% | -37.50% | +12.50% | 5.91% | 37:58 | 25:54 | 31:30 | 35:18 | 39:58 | 56:42 | 08:28 | 06:16 |
 | Jakiro | 5 | 31.25% | 39.5 | 40.00% | -23.64% | -40.00% | -40.00% | 0.00% | 25:54 | 13:24 | 13:24 | 26:19 | 33:53 | 34:54 | 20:29 | 15:10 |
 | Death Prophet | 1 | 5.56% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:54 | 21:54 | 21:54 | 21:54 | 21:54 | 21:54 | 00:00 | 00:00 |
 | Tiny | 3 | 4.92% | 34.9 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 39:00 | 30:55 | 30:55 | 40:26 | 45:40 | 45:40 | 14:45 | 10:55 |
 | Shadow Demon | 2 | 28.57% | 32.6 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 22:30 | 22:29 | 22:29 | 22:31 | 22:31 | 22:31 | 00:02 | 00:01 |
 | Batrider | 13 | 72.22% | 30.2 | 23.08% | +23.08% | +10.25% | +10.25% | 0.00% | 26:25 | 12:45 | 22:13 | 26:22 | 29:11 | 38:22 | 06:58 | 05:09 |
 | Vengeful Spirit | 2 | 22.22% | 27.9 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 30:58 | 23:37 | 23:37 | 38:19 | 38:19 | 38:19 | 14:42 | 10:53 |
 | Oracle | 2 | 20.00% | 25.6 | 50.00% | -12.50% | +50.00% | 0.00% | 0.00% | 22:02 | 21:21 | 21:21 | 22:43 | 22:43 | 22:43 | 01:22 | 01:00 |
 | Undying | 1 | 1.59% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Void Spirit | 4 | 44.44% | 20.9 | 25.00% | +5.00% | -25.00% | -25.00% | 0.00% | 35:36 | 29:26 | 29:26 | 33:37 | 37:46 | 41:36 | 08:20 | 06:10 |
 | Mars | 3 | 14.29% | 18.6 | 33.33% | -5.56% | +66.67% | 0.00% | 0.00% | 38:03 | 34:15 | 34:15 | 38:02 | 41:53 | 41:53 | 07:38 | 05:39 |
 | Pangolier | 2 | 3.70% | 16.3 | 50.00% | +3.85% | -50.00% | 0.00% | 0.00% | 40:45 | 35:04 | 35:04 | 46:26 | 46:26 | 46:26 | 11:22 | 08:25 |
 | Ember Spirit | 1 | 4.17% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:41 | 56:41 | 56:41 | 56:41 | 56:41 | 56:41 | 00:00 | 00:00 |
 | Skywrath Mage | 1 | 25.00% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:21 | 20:21 | 20:21 | 20:21 | 20:21 | 20:21 | 00:00 | 00:00 |
 | Snapfire | 3 | 6.82% | 9.3 | 0.00% | -48.78% | 0.00% | 0.00% | 0.00% | 39:20 | 28:53 | 28:53 | 43:30 | 45:38 | 45:38 | 16:45 | 12:24 |
 | Lich | 2 | 10.00% | 7.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 32:38 | 29:38 | 29:38 | 35:38 | 35:38 | 35:38 | 06:00 | 04:26 |
 | Queen of Pain | 1 | 11.11% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 16.67% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:59 | 56:59 | 56:59 | 56:59 | 56:59 | 56:59 | 00:00 | 00:00 |