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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 | 440 | 10.68% | 94.1 | 60.91% | +14.23% | -8.18% | +3.64% | 1.33% | 24:44 | 10:08 | 19:19 | 23:06 | 28:14 | 1:06:04 | 06:36 |
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 | |
 | Techies | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:01 | 22:01 | 22:01 | 22:01 | 22:01 | 22:01 | 00:00 | 00:00 |
 | Witch Doctor | 2 | 40.00% | 97.9 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 34:26 | 31:18 | 31:18 | 37:34 | 37:34 | 37:34 | 06:16 | 04:38 |
 | Outworld Destroyer | 20 | 34.48% | 95.7 | 80.00% | +30.00% | 0.00% | -20.00% | -1.43% | 27:01 | 12:10 | 16:33 | 27:57 | 30:31 | 56:26 | 13:58 | 10:20 |
 | Tinker | 10 | 90.91% | 93.6 | 70.00% | +70.00% | +30.00% | -20.00% | -20.13% | 23:14 | 19:31 | 22:26 | 23:25 | 24:55 | 25:45 | 02:29 | 01:50 |
 | Bane | 132 | 67.35% | 91.5 | 68.18% | +33.80% | -1.51% | -1.51% | 0.00% | 24:13 | 16:37 | 21:13 | 23:06 | 25:44 | 40:01 | 04:31 | 03:20 |
 | Shadow Demon | 31 | 70.45% | 89.4 | 67.74% | +6.20% | +7.26% | +7.26% | 0.00% | 22:09 | 14:01 | 17:51 | 21:36 | 25:37 | 38:34 | 07:46 | 05:45 |
 | Batrider | 16 | 76.19% | 87.2 | 62.50% | +22.50% | +12.50% | -37.50% | -10.14% | 26:24 | 18:52 | 23:21 | 25:47 | 28:17 | 35:13 | 04:56 | 03:39 |
 | Hoodwink | 12 | 50.00% | 85.1 | 66.67% | +50.00% | +33.33% | -33.34% | -14.44% | 23:07 | 15:17 | 17:52 | 21:21 | 22:29 | 47:19 | 04:37 | 03:25 |
 | Lion | 9 | 11.54% | 83.0 | 77.78% | +28.50% | -27.78% | +22.22% | 0.00% | 31:00 | 20:56 | 24:35 | 31:30 | 35:03 | 42:23 | 10:28 | 07:45 |
 | Earthshaker | 8 | 53.33% | 80.9 | 62.50% | -8.93% | +37.50% | -12.50% | -7.03% | 32:37 | 21:10 | 26:15 | 31:11 | 33:22 | 47:19 | 07:07 | 05:16 |
 | Shadow Shaman | 4 | 100.00% | 78.7 | 50.00% | +50.00% | -50.00% | +50.00% | 35.29% | 15:28 | 13:43 | 13:43 | 14:35 | 16:33 | 16:59 | 02:50 | 02:05 |
 | Puck | 6 | 8.45% | 76.6 | 83.33% | +38.71% | +16.67% | +16.67% | 0.00% | 32:00 | 25:25 | 31:37 | 31:42 | 34:54 | 35:55 | 03:17 | 02:25 |
 | Grimstroke | 52 | 61.90% | 74.5 | 50.00% | +18.75% | +11.54% | -3.85% | -2.84% | 20:27 | 10:08 | 16:44 | 19:46 | 22:09 | 36:02 | 05:25 | 04:00 |
 | Oracle | 6 | 85.71% | 72.3 | 50.00% | -50.00% | 0.00% | +50.00% | 23.08% | 21:09 | 16:51 | 19:34 | 19:42 | 21:44 | 28:14 | 02:10 | 01:36 |
 | Magnus | 4 | 23.53% | 70.2 | 75.00% | +28.85% | +25.00% | +25.00% | 0.00% | 27:10 | 18:58 | 18:58 | 29:19 | 29:25 | 30:56 | 10:27 | 07:44 |
 | Rubick | 46 | 79.31% | 68.1 | 45.65% | -12.68% | -12.32% | +27.08% | 8.69% | 19:13 | 11:48 | 16:19 | 17:24 | 20:51 | 42:14 | 04:32 | 03:21 |
 | Jakiro | 4 | 20.00% | 66.0 | 75.00% | +37.50% | +25.00% | +25.00% | 0.00% | 25:06 | 18:28 | 18:28 | 19:04 | 19:04 | 43:46 | 00:36 | 00:26 |
 | Chaos Knight | 1 | 20.00% | 63.8 | 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 |
 | Dark Willow | 4 | 9.09% | 61.7 | 75.00% | +35.00% | +25.00% | -75.00% | 0.00% | 25:49 | 23:59 | 23:59 | 25:18 | 25:47 | 28:11 | 01:48 | 01:20 |
 | Phantom Lancer | 6 | 35.29% | 59.6 | 50.00% | +4.55% | +50.00% | -50.00% | -9.84% | 33:26 | 24:10 | 27:53 | 29:34 | 38:03 | 48:52 | 10:10 | 07:31 |
 | Venomancer | 1 | 11.11% | 57.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:07 | 48:07 | 48:07 | 48:07 | 48:07 | 48:07 | 00:00 | 00:00 |
 | Ogre Magi | 17 | 22.67% | 55.3 | 41.18% | -0.20% | +8.82% | +33.82% | 4.00% | 25:27 | 16:42 | 22:03 | 25:35 | 28:18 | 32:10 | 06:15 | 04:37 |
 | Pugna | 4 | 100.00% | 53.2 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 14:56 | 11:58 | 11:58 | 12:55 | 14:26 | 20:24 | 02:28 | 01:49 |
 | Mars | 2 | 1.37% | 51.1 | 100.00% | +51.39% | 0.00% | 0.00% | 0.00% | 37:51 | 32:18 | 32:18 | 43:24 | 43:24 | 43:24 | 11:06 | 08:13 |
 | Vengeful Spirit | 2 | 40.00% | 48.9 | 50.00% | -16.67% | -50.00% | 0.00% | 3.19% | 33:04 | 25:14 | 25:14 | 40:54 | 40:54 | 40:54 | 15:40 | 11:36 |
 | Death Prophet | 3 | 3.90% | 46.8 | 66.67% | +19.37% | +33.33% | 0.00% | 0.00% | 35:30 | 34:30 | 34:30 | 34:57 | 37:03 | 37:03 | 02:33 | 01:53 |
 | Dark Seer | 1 | 3.85% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 00:00 | 00:00 |
 | Leshrac | 1 | 3.85% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 00:00 | 00:00 |
 | Abaddon | 1 | 3.33% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 00:00 | 00:00 |
 | Legion Commander | 1 | 3.13% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:11 | 23:11 | 23:11 | 23:11 | 23:11 | 23:11 | 00:00 | 00:00 |
 | Queen of Pain | 3 | 2.10% | 36.2 | 66.67% | +18.10% | +33.33% | 0.00% | 0.00% | 32:12 | 30:14 | 30:14 | 30:56 | 35:25 | 35:25 | 05:11 | 03:50 |
 | Doom | 1 | 2.33% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Void Spirit | 1 | 2.04% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:08 | 51:08 | 51:08 | 51:08 | 51:08 | 51:08 | 00:00 | 00:00 |
 | Pangolier | 1 | 1.79% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 00:00 | 00:00 |
 | Lina | 1 | 1.69% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:19 | 15:19 | 15:19 | 15:19 | 15:19 | 15:19 | 00:00 | 00:00 |
 | Treant Protector | 1 | 1.56% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 00:00 | 00:00 |
 | Disruptor | 5 | 6.67% | 23.4 | 40.00% | -5.71% | -40.00% | +60.00% | 0.00% | 23:50 | 17:02 | 17:02 | 23:01 | 25:25 | 33:02 | 08:23 | 06:12 |
 | Sand King | 2 | 10.00% | 21.3 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 28:22 | 27:39 | 27:39 | 29:04 | 29:04 | 29:04 | 01:25 | 01:02 |
 | Winter Wyvern | 3 | 23.08% | 19.1 | 33.33% | +23.33% | -33.33% | 0.00% | 1.34% | 24:17 | 11:36 | 11:36 | 24:47 | 36:29 | 36:29 | 24:53 | 18:25 |
 | Weaver | 5 | 3.82% | 17.0 | 40.00% | -13.97% | +60.00% | +60.00% | 0.00% | 50:12 | 32:03 | 32:03 | 49:41 | 54:54 | 1:06:04 | 22:51 | 16:55 |
 | Skywrath Mage | 2 | 25.00% | 14.9 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 23:17 | 15:36 | 15:36 | 30:58 | 30:58 | 30:58 | 15:22 | 11:22 |
 | Tusk | 1 | 2.78% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 2.13% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 00:00 | 00:00 |
 | Invoker | 3 | 5.17% | 8.5 | 0.00% | -52.73% | 0.00% | 0.00% | 0.00% | 41:03 | 22:05 | 22:05 | 37:49 | 1:03:14 | 1:03:14 | 41:09 | 30:28 |
 | Broodmother | 1 | 4.17% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:28 | 22:28 | 22:28 | 22:28 | 22:28 | 22:28 | 00:00 | 00:00 |
 | Luna | 1 | 1.25% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 00:00 | 00:00 |
 | Beastmaster | 1 | 1.89% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:10 | 56:10 | 56:10 | 56:10 | 56:10 | 56:10 | 00:00 | 00:00 |