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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 | |
 | Force Staff | 255 | 14.83% | 89.9 | 59.22% | +14.60% | -1.41% | -1.41% | 0.00% | 27:06 | 13:04 | 21:58 | 26:31 | 31:03 | 47:05 | 06:43 |
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 | |
 | Warlock | 9 | 26.47% | 100.0 | 88.89% | +44.89% | -38.89% | +11.11% | 11.86% | 27:27 | 19:48 | 25:35 | 26:33 | 29:48 | 34:04 | 04:13 | 03:07 |
 | Templar Assassin | 7 | 35.00% | 98.1 | 85.71% | +54.94% | -35.71% | +14.29% | 16.57% | 32:40 | 26:50 | 28:02 | 30:50 | 31:03 | 44:34 | 03:01 | 02:14 |
 | Witch Doctor | 1 | 50.00% | 96.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:09 | 22:09 | 22:09 | 22:09 | 22:09 | 22:09 | 00:00 | 00:00 |
 | Tiny | 45 | 44.12% | 94.2 | 68.89% | +23.28% | +12.93% | -5.25% | -2.38% | 29:09 | 16:25 | 25:04 | 28:25 | 32:43 | 45:48 | 07:39 | 05:40 |
 | Luna | 6 | 30.00% | 92.3 | 83.33% | +40.47% | +16.67% | +16.67% | 0.00% | 32:30 | 22:22 | 28:33 | 30:34 | 35:09 | 44:07 | 06:36 | 04:53 |
 | Clockwerk | 15 | 42.86% | 90.4 | 66.67% | +11.67% | +8.33% | -16.67% | -4.78% | 25:43 | 17:59 | 21:37 | 23:46 | 26:51 | 43:23 | 05:14 | 03:52 |
 | Sniper | 5 | 83.33% | 88.5 | 60.00% | +60.00% | -60.00% | +40.00% | 6.62% | 26:30 | 17:19 | 17:19 | 22:11 | 32:25 | 43:13 | 15:06 | 11:11 |
 | Batrider | 5 | 20.83% | 86.5 | 80.00% | +27.37% | +20.00% | +20.00% | 0.00% | 25:57 | 17:40 | 17:40 | 29:36 | 29:50 | 31:29 | 12:10 | 09:00 |
 | Lina | 1 | 33.33% | 84.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:31 | 26:31 | 26:31 | 26:31 | 26:31 | 26:31 | 00:00 | 00:00 |
 | Viper | 15 | 51.72% | 82.7 | 60.00% | +17.14% | -35.00% | +15.00% | 3.86% | 27:16 | 18:29 | 19:51 | 28:02 | 32:48 | 39:39 | 12:57 | 09:35 |
 | Ancient Apparition | 4 | 100.00% | 80.8 | 50.00% | +50.00% | -50.00% | +50.00% | 33.15% | 28:04 | 25:31 | 25:31 | 25:35 | 28:32 | 32:36 | 03:01 | 02:14 |
 | Winter Wyvern | 6 | 10.17% | 78.8 | 83.33% | +21.07% | +16.67% | +16.67% | 0.00% | 23:21 | 18:53 | 19:47 | 20:13 | 24:11 | 33:20 | 04:24 | 03:15 |
 | Bane | 2 | 10.53% | 76.9 | 100.00% | +41.18% | 0.00% | 0.00% | 0.00% | 34:18 | 21:50 | 21:50 | 46:46 | 46:46 | 46:46 | 24:56 | 18:28 |
 | Ogre Magi | 3 | 37.50% | 75.0 | 66.67% | +46.67% | -66.67% | 0.00% | 19.32% | 25:50 | 24:18 | 24:18 | 25:28 | 27:45 | 27:45 | 03:27 | 02:33 |
 | Rubick | 2 | 8.70% | 73.1 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 21:00 | 19:35 | 19:35 | 22:24 | 22:24 | 22:24 | 02:49 | 02:05 |
 | Bounty Hunter | 1 | 20.00% | 71.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:27 | 36:27 | 36:27 | 36:27 | 36:27 | 36:27 | 00:00 | 00:00 |
 | Nyx Assassin | 8 | 47.06% | 69.2 | 50.00% | -27.78% | 0.00% | -50.00% | -4.94% | 24:48 | 17:05 | 18:17 | 22:51 | 28:24 | 35:35 | 10:07 | 07:29 |
 | Skywrath Mage | 4 | 57.14% | 67.3 | 50.00% | +16.67% | +50.00% | -50.00% | -19.80% | 23:44 | 18:51 | 18:51 | 21:01 | 23:54 | 31:08 | 05:03 | 03:44 |
 | Dazzle | 12 | 32.43% | 65.4 | 50.00% | +2.00% | -16.67% | +50.00% | 7.35% | 28:49 | 20:20 | 21:19 | 27:32 | 30:23 | 47:05 | 09:04 | 06:42 |
 | Necrophos | 3 | 27.27% | 63.5 | 66.67% | +41.67% | +33.33% | 0.00% | 0.00% | 18:16 | 13:58 | 13:58 | 19:52 | 20:58 | 20:58 | 07:00 | 05:11 |
 | Snapfire | 10 | 35.71% | 61.5 | 50.00% | -5.56% | +16.67% | 0.00% | -1.97% | 22:15 | 16:47 | 17:37 | 18:18 | 26:04 | 33:23 | 08:27 | 06:15 |
 | Zeus | 8 | 10.81% | 59.6 | 62.50% | +24.62% | +37.50% | -62.50% | 0.00% | 26:08 | 13:21 | 15:38 | 26:22 | 30:50 | 37:05 | 15:12 | 11:15 |
 | Hoodwink | 4 | 50.00% | 57.7 | 50.00% | +50.00% | +50.00% | -50.00% | -12.17% | 28:29 | 21:47 | 21:47 | 28:19 | 30:00 | 33:50 | 08:13 | 06:05 |
 | Doom | 3 | 18.75% | 55.8 | 66.67% | +20.52% | +33.33% | 0.00% | 0.00% | 35:19 | 25:27 | 25:27 | 35:23 | 45:07 | 45:07 | 19:40 | 14:34 |
 | Enchantress | 20 | 64.52% | 53.8 | 35.00% | -10.45% | +25.00% | +5.00% | -3.32% | 24:20 | 13:08 | 20:44 | 24:28 | 26:45 | 35:15 | 06:01 | 04:27 |
 | Invoker | 1 | 12.50% | 51.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 00:00 | 00:00 |
 | Chen | 3 | 15.79% | 50.0 | 66.67% | -8.33% | +33.33% | 0.00% | 0.00% | 33:25 | 29:55 | 29:55 | 33:34 | 36:45 | 36:45 | 06:50 | 05:03 |
 | Venomancer | 2 | 50.00% | 48.1 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 24:04 | 22:10 | 22:10 | 25:57 | 25:57 | 25:57 | 03:47 | 02:48 |
 | Io | 1 | 11.11% | 46.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:21 | 30:21 | 30:21 | 30:21 | 30:21 | 30:21 | 00:00 | 00:00 |
 | Pudge | 1 | 11.11% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 00:00 | 00:00 |
 | Grimstroke | 4 | 33.33% | 42.3 | 50.00% | +37.50% | +50.00% | -50.00% | 0.00% | 29:25 | 25:22 | 25:22 | 26:05 | 27:39 | 38:32 | 02:17 | 01:41 |
 | Shadow Shaman | 1 | 8.33% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:25 | 40:25 | 40:25 | 40:25 | 40:25 | 40:25 | 00:00 | 00:00 |
 | Terrorblade | 1 | 7.14% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:44 | 22:44 | 22:44 | 22:44 | 22:44 | 22:44 | 00:00 | 00:00 |
 | Tusk | 1 | 6.67% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 00:00 | 00:00 |
 | Mars | 1 | 3.70% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:30 | 15:30 | 15:30 | 15:30 | 15:30 | 15:30 | 00:00 | 00:00 |
 | Keeper of the Light | 6 | 35.29% | 32.7 | 33.33% | -21.22% | +16.67% | -33.33% | -8.13% | 20:42 | 15:58 | 17:12 | 18:07 | 23:21 | 29:49 | 06:09 | 04:33 |
 | Windranger | 2 | 25.00% | 30.8 | 50.00% | +33.33% | +50.00% | 0.00% | -20.00% | 24:44 | 23:29 | 23:29 | 25:59 | 25:59 | 25:59 | 02:30 | 01:51 |
 | Crystal Maiden | 3 | 37.50% | 28.8 | 33.33% | -6.67% | +66.67% | 0.00% | -6.66% | 23:22 | 18:14 | 18:14 | 23:38 | 28:15 | 28:15 | 10:01 | 07:25 |
 | Marci | 1 | 1.67% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 00:00 | 00:00 |
 | Phoenix | 2 | 14.29% | 25.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 28:13 | 23:18 | 23:18 | 33:07 | 33:07 | 33:07 | 09:49 | 07:16 |
 | Pangolier | 2 | 11.76% | 23.1 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 32:25 | 31:38 | 31:38 | 33:11 | 33:11 | 33:11 | 01:33 | 01:08 |
 | Weaver | 2 | 9.09% | 21.2 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 23:09 | 21:33 | 21:33 | 24:44 | 24:44 | 24:44 | 03:11 | 02:21 |
 | Ember Spirit | 2 | 6.06% | 19.2 | 50.00% | -11.29% | +50.00% | 0.00% | 0.00% | 32:23 | 29:07 | 29:07 | 35:39 | 35:39 | 35:39 | 06:32 | 04:50 |
 | Razor | 2 | 4.35% | 17.3 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 28:42 | 26:01 | 26:01 | 31:23 | 31:23 | 31:23 | 05:22 | 03:58 |
 | Mirana | 4 | 25.00% | 15.4 | 25.00% | -50.00% | +75.00% | -25.00% | -25.00% | 22:32 | 19:15 | 19:15 | 20:23 | 23:15 | 27:14 | 04:00 | 02:57 |
 | Dawnbreaker | 5 | 8.20% | 13.5 | 20.00% | -19.29% | -20.00% | -20.00% | 0.00% | 23:05 | 16:12 | 16:12 | 19:18 | 20:03 | 42:45 | 03:51 | 02:51 |
 | Treant Protector | 3 | 60.00% | 11.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 43:33 | 41:40 | 41:40 | 42:24 | 46:36 | 46:36 | 04:56 | 03:39 |
 | Dragon Knight | 1 | 6.67% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 00:00 | 00:00 |
 | Death Prophet | 1 | 2.33% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:04 | 13:04 | 13:04 | 13:04 | 13:04 | 13:04 | 00:00 | 00:00 |
 | Beastmaster | 1 | 3.70% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 00:00 | 00:00 |
 | Jakiro | 2 | 66.67% | 3.8 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 30:32 | 27:06 | 27:06 | 33:58 | 33:58 | 33:58 | 06:52 | 05:05 |
 | Shadow Demon | 1 | 50.00% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 00:00 | 00:00 |