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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 | 483 | 11.34% | 95.1 | 61.90% | +15.91% | -8.18% | +0.08% | 0.62% | 28:39 | 07:41 | 21:34 | 27:51 | 34:59 | 1:09:45 | 09:56 |
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 | |
 | Oracle | 2 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 25:47 | 10:25 | 10:25 | 41:09 | 41:09 | 41:09 | 30:44 | 22:45 |
 | Death Prophet | 12 | 12.50% | 98.3 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 29:00 | 22:05 | 24:18 | 27:30 | 32:38 | 36:40 | 08:20 | 06:10 |
 | Doom | 35 | 57.38% | 96.6 | 80.00% | +41.54% | -2.22% | -2.22% | 0.00% | 26:47 | 12:59 | 22:38 | 25:40 | 27:38 | 49:29 | 05:00 | 03:42 |
 | Pugna | 17 | 89.47% | 94.8 | 76.47% | +76.47% | +23.53% | -1.47% | -3.55% | 14:58 | 07:41 | 09:36 | 15:45 | 16:39 | 27:18 | 07:03 | 05:13 |
 | Vengeful Spirit | 1 | 50.00% | 93.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:08 | 52:08 | 52:08 | 52:08 | 52:08 | 52:08 | 00:00 | 00:00 |
 | Puck | 21 | 35.59% | 91.4 | 76.19% | +36.72% | +3.81% | -16.19% | -2.20% | 33:26 | 25:26 | 28:16 | 33:01 | 37:21 | 42:54 | 09:05 | 06:43 |
 | Magnus | 2 | 28.57% | 89.7 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 32:12 | 29:24 | 29:24 | 34:59 | 34:59 | 34:59 | 05:35 | 04:08 |
 | Earthshaker | 9 | 29.03% | 87.9 | 77.78% | +45.96% | +22.22% | -27.78% | -7.11% | 31:49 | 24:28 | 25:36 | 30:29 | 32:38 | 46:12 | 07:02 | 05:12 |
 | Dazzle | 2 | 25.00% | 86.2 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 40:15 | 35:53 | 35:53 | 44:36 | 44:36 | 44:36 | 08:43 | 06:27 |
 | Beastmaster | 36 | 29.03% | 84.5 | 66.67% | +20.08% | +22.22% | -11.11% | -4.58% | 31:16 | 20:28 | 26:37 | 30:01 | 33:54 | 55:18 | 07:17 | 05:23 |
 | Tiny | 9 | 5.96% | 82.8 | 88.89% | +42.41% | +11.11% | -38.89% | -5.91% | 34:27 | 24:50 | 28:49 | 35:34 | 37:17 | 42:09 | 08:28 | 06:16 |
 | Rubick | 103 | 52.55% | 81.0 | 53.40% | +17.92% | +8.14% | +8.14% | 0.00% | 22:54 | 12:12 | 16:41 | 19:58 | 26:42 | 49:44 | 10:01 | 07:25 |
 | Lion | 2 | 15.38% | 79.3 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 43:39 | 34:11 | 34:11 | 53:07 | 53:07 | 53:07 | 18:56 | 14:01 |
 | Keeper of the Light | 17 | 36.17% | 77.6 | 58.82% | +18.82% | -58.82% | +16.18% | 8.47% | 29:45 | 17:36 | 24:01 | 29:20 | 32:52 | 48:22 | 08:51 | 06:33 |
 | Undying | 4 | 3.23% | 75.9 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 40:01 | 36:57 | 36:57 | 40:04 | 40:29 | 42:33 | 03:32 | 02:37 |
 | Enigma | 13 | 27.66% | 74.1 | 61.54% | +20.36% | +5.13% | +5.13% | 0.00% | 26:29 | 13:11 | 18:57 | 24:29 | 33:18 | 40:04 | 14:21 | 10:37 |
 | Pangolier | 18 | 16.98% | 72.4 | 61.11% | +7.70% | +18.89% | +13.89% | -0.90% | 39:32 | 29:51 | 35:47 | 37:33 | 41:20 | 57:51 | 05:33 | 04:06 |
 | Batrider | 34 | 80.95% | 70.7 | 47.06% | +22.06% | +30.72% | -22.06% | -7.04% | 27:52 | 18:16 | 23:14 | 27:26 | 30:44 | 39:27 | 07:30 | 05:33 |
 | Skywrath Mage | 2 | 10.53% | 69.0 | 100.00% | +76.47% | 0.00% | 0.00% | 0.00% | 27:17 | 22:42 | 22:42 | 31:51 | 31:51 | 31:51 | 09:09 | 06:46 |
 | Snapfire | 10 | 8.70% | 67.2 | 70.00% | +31.90% | -3.33% | -20.00% | -2.13% | 37:20 | 25:13 | 31:32 | 34:10 | 39:22 | 1:05:20 | 07:50 | 05:48 |
 | Ancient Apparition | 1 | 25.00% | 65.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:45 | 1:09:45 | 1:09:45 | 1:09:45 | 1:09:45 | 1:09:45 | 00:00 | 00:00 |
 | Riki | 4 | 19.05% | 63.8 | 75.00% | +33.82% | +25.00% | -75.00% | 0.00% | 32:33 | 22:16 | 22:16 | 31:59 | 35:01 | 40:57 | 12:45 | 09:26 |
 | Zeus | 20 | 80.00% | 62.1 | 45.00% | -15.00% | +15.00% | -5.00% | -1.53% | 22:39 | 13:08 | 14:34 | 18:52 | 27:40 | 43:10 | 13:06 | 09:42 |
 | Dragon Knight | 12 | 20.34% | 60.3 | 58.33% | -5.50% | -25.00% | +41.67% | 7.49% | 35:19 | 28:58 | 30:08 | 31:54 | 39:02 | 48:46 | 08:54 | 06:35 |
 | Shadow Demon | 8 | 57.14% | 58.6 | 50.00% | +33.33% | 0.00% | 0.00% | 0.00% | 25:37 | 16:28 | 17:03 | 21:34 | 33:01 | 39:16 | 15:58 | 11:49 |
 | Crystal Maiden | 2 | 7.69% | 56.9 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 30:34 | 24:44 | 24:44 | 36:23 | 36:23 | 36:23 | 11:39 | 08:37 |
 | Ember Spirit | 3 | 2.80% | 55.2 | 100.00% | +54.81% | 0.00% | 0.00% | 0.00% | 41:07 | 39:05 | 39:05 | 40:49 | 43:26 | 43:26 | 04:21 | 03:13 |
 | Void Spirit | 1 | 20.00% | 53.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:11 | 33:11 | 33:11 | 33:11 | 33:11 | 33:11 | 00:00 | 00:00 |
 | Tusk | 12 | 14.29% | 51.7 | 58.33% | +11.11% | +41.67% | -25.00% | -8.73% | 37:01 | 24:47 | 31:30 | 36:39 | 39:08 | 51:41 | 07:38 | 05:39 |
 | Invoker | 2 | 6.90% | 50.0 | 100.00% | +70.37% | 0.00% | 0.00% | 0.00% | 43:25 | 38:18 | 38:18 | 48:32 | 48:32 | 48:32 | 10:14 | 07:34 |
 | Tidehunter | 4 | 8.89% | 48.3 | 75.00% | +31.10% | +25.00% | +25.00% | 0.00% | 28:33 | 24:57 | 24:57 | 25:26 | 28:41 | 35:09 | 03:44 | 02:45 |
 | Lich | 3 | 23.08% | 46.6 | 66.67% | +46.67% | +33.33% | 0.00% | -0.92% | 46:50 | 29:57 | 29:57 | 44:21 | 1:06:11 | 1:06:11 | 36:14 | 26:50 |
 | Hoodwink | 19 | 43.18% | 44.8 | 42.11% | +14.11% | -2.11% | -2.11% | 0.00% | 26:04 | 16:01 | 21:58 | 25:18 | 30:06 | 35:44 | 08:08 | 06:01 |
 | Techies | 6 | 33.33% | 43.1 | 50.00% | 0.00% | 0.00% | +50.00% | 4.31% | 30:32 | 21:22 | 22:07 | 28:44 | 33:43 | 44:15 | 11:36 | 08:35 |
 | Warlock | 1 | 12.50% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:36 | 20:36 | 20:36 | 20:36 | 20:36 | 20:36 | 00:00 | 00:00 |
 | Dawnbreaker | 1 | 5.26% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 00:00 | 00:00 |
 | Bane | 3 | 60.00% | 37.9 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 21:51 | 17:58 | 17:58 | 22:24 | 25:12 | 25:12 | 07:14 | 05:21 |
 | Grimstroke | 3 | 50.00% | 36.2 | 33.33% | +33.33% | -33.33% | 0.00% | 4.00% | 28:46 | 25:19 | 25:19 | 27:21 | 33:39 | 33:39 | 08:20 | 06:10 |
 | Abaddon | 1 | 3.03% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |
 | Luna | 1 | 2.94% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 00:00 | 00:00 |
 | Dark Willow | 2 | 22.22% | 31.0 | 50.00% | -21.43% | -50.00% | 0.00% | 0.00% | 30:00 | 27:29 | 27:29 | 32:31 | 32:31 | 32:31 | 05:02 | 03:43 |
 | Tinker | 2 | 22.22% | 29.3 | 50.00% | +35.71% | +50.00% | 0.00% | 0.00% | 30:07 | 24:39 | 24:39 | 35:35 | 35:35 | 35:35 | 10:56 | 08:05 |
 | Disruptor | 3 | 1.76% | 27.6 | 66.67% | +7.99% | +33.33% | 0.00% | 0.00% | 28:38 | 19:25 | 19:25 | 30:26 | 36:03 | 36:03 | 16:38 | 12:19 |
 | Silencer | 1 | 1.85% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:55 | 15:55 | 15:55 | 15:55 | 15:55 | 15:55 | 00:00 | 00:00 |
 | Primal Beast | 1 | 1.15% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 |
 | Jakiro | 3 | 12.00% | 22.4 | 33.33% | +1.51% | -33.33% | 0.00% | 0.00% | 32:36 | 24:14 | 24:14 | 35:17 | 38:18 | 38:18 | 14:04 | 10:25 |
 | Leshrac | 2 | 2.94% | 20.7 | 50.00% | -3.03% | +50.00% | 0.00% | 0.00% | 53:30 | 42:54 | 42:54 | 1:04:06 | 1:04:06 | 1:04:06 | 21:12 | 15:42 |
 | Sand King | 1 | 50.00% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 00:00 | 00:00 |
 | Phantom Lancer | 1 | 33.33% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:53 | 33:53 | 33:53 | 33:53 | 33:53 | 33:53 | 00:00 | 00:00 |
 | Omniknight | 1 | 33.33% | 15.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 00:00 | 00:00 |
 | Arc Warden | 1 | 100.00% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:39 | 25:39 | 25:39 | 25:39 | 25:39 | 25:39 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 3.33% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 00:00 | 00:00 |
 | Timbersaw | 1 | 1.92% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 00:00 | 00:00 |
 | Marci | 1 | 2.70% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 9.09% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 00:00 | 00:00 |
 | Lina | 1 | 11.11% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Broodmother | 1 | 1.85% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:52 | 51:52 | 51:52 | 51:52 | 51:52 | 51:52 | 00:00 | 00:00 |
 | Outworld Destroyer | 3 | 25.00% | 1.7 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 29:30 | 25:02 | 25:02 | 30:59 | 32:29 | 32:29 | 07:27 | 05:31 |