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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 | 712 | 16.79% | 60.6 | 53.37% | +8.85% | +5.62% | -6.18% | -1.07% | 27:25 | 11:37 | 21:30 | 26:00 | 32:31 | 55:56 | 08:09 |
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 | |
 | Clockwerk | 16 | 51.61% | 100.0 | 75.00% | +41.67% | +25.00% | 0.00% | -2.56% | 25:46 | 16:48 | 18:45 | 23:43 | 28:32 | 41:15 | 09:47 | 07:14 |
 | Templar Assassin | 21 | 52.50% | 98.3 | 71.43% | +34.59% | +8.57% | +8.57% | 0.00% | 28:17 | 19:17 | 21:33 | 30:27 | 32:46 | 41:35 | 11:13 | 08:18 |
 | Disruptor | 19 | 24.68% | 96.6 | 73.68% | +27.13% | +6.32% | +26.32% | 1.69% | 28:10 | 17:39 | 20:54 | 27:25 | 32:43 | 48:15 | 11:49 | 08:45 |
 | Lich | 34 | 39.08% | 94.9 | 67.65% | +14.82% | +21.24% | -30.15% | -5.10% | 27:53 | 18:32 | 21:11 | 28:20 | 31:15 | 52:00 | 10:04 | 07:27 |
 | Enchantress | 47 | 71.21% | 93.2 | 61.70% | +35.38% | +21.63% | -11.70% | -3.57% | 24:26 | 14:02 | 18:38 | 22:29 | 27:58 | 42:30 | 09:20 | 06:54 |
 | Bane | 2 | 22.22% | 91.5 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 23:05 | 22:53 | 22:53 | 23:16 | 23:16 | 23:16 | 00:23 | 00:17 |
 | Silencer | 35 | 36.08% | 89.8 | 62.86% | +27.38% | -18.42% | +14.92% | 3.64% | 29:57 | 17:15 | 23:44 | 27:56 | 32:54 | 52:23 | 09:10 | 06:47 |
 | Mirana | 14 | 17.07% | 88.1 | 71.43% | +24.37% | +3.57% | +28.57% | 2.38% | 26:18 | 18:39 | 20:01 | 25:00 | 30:32 | 38:25 | 10:31 | 07:47 |
 | Windranger | 7 | 7.69% | 86.4 | 85.71% | +45.23% | +14.29% | +14.29% | 0.00% | 27:22 | 16:47 | 19:17 | 26:00 | 28:51 | 37:55 | 09:34 | 07:05 |
 | Techies | 51 | 23.83% | 84.7 | 58.82% | -1.30% | +18.10% | -20.36% | -3.62% | 27:42 | 15:22 | 21:27 | 26:56 | 32:04 | 51:45 | 10:37 | 07:51 |
 | Viper | 2 | 100.00% | 83.1 | 50.00% | +50.00% | +50.00% | 0.00% | -3.69% | 26:55 | 20:09 | 20:09 | 33:41 | 33:41 | 33:41 | 13:32 | 10:01 |
 | Drow Ranger | 2 | 100.00% | 81.4 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 20:54 | 20:01 | 20:01 | 21:46 | 21:46 | 21:46 | 01:45 | 01:17 |
 | Shadow Fiend | 12 | 54.55% | 79.7 | 58.33% | -1.67% | +8.34% | +8.34% | 0.00% | 23:04 | 11:37 | 13:32 | 23:03 | 28:34 | 36:33 | 15:02 | 11:08 |
 | Terrorblade | 34 | 36.17% | 78.0 | 55.88% | +20.88% | -11.44% | -5.88% | 0.92% | 30:37 | 15:16 | 28:14 | 31:40 | 34:16 | 40:53 | 06:02 | 04:28 |
 | Keeper of the Light | 58 | 61.70% | 76.3 | 50.00% | +2.78% | -3.33% | -35.71% | -3.80% | 24:53 | 15:00 | 18:56 | 24:11 | 27:27 | 43:22 | 08:31 | 06:18 |
 | Crystal Maiden | 41 | 56.16% | 74.6 | 51.22% | +10.59% | +18.78% | -1.22% | -2.10% | 27:23 | 16:58 | 21:44 | 26:22 | 31:15 | 49:07 | 09:31 | 07:02 |
 | Venomancer | 15 | 28.30% | 72.9 | 60.00% | -0.53% | -35.00% | -10.00% | 2.21% | 27:00 | 16:20 | 19:25 | 26:43 | 30:43 | 39:40 | 11:18 | 08:22 |
 | Bounty Hunter | 18 | 40.00% | 71.2 | 55.56% | +3.71% | +44.44% | -5.56% | -5.03% | 27:58 | 16:45 | 20:36 | 26:04 | 30:33 | 43:13 | 09:57 | 07:22 |
 | Pugna | 30 | 39.47% | 69.5 | 53.33% | +3.33% | -3.33% | +3.81% | 0.60% | 28:27 | 16:32 | 21:39 | 26:25 | 33:38 | 55:35 | 11:59 | 08:52 |
 | Muerta | 11 | 91.67% | 67.8 | 45.45% | -54.55% | +21.22% | +21.22% | 0.00% | 24:58 | 18:04 | 20:04 | 21:57 | 30:45 | 34:04 | 10:41 | 07:54 |
 | Necrophos | 1 | 25.00% | 66.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:03 | 25:03 | 25:03 | 25:03 | 25:03 | 25:03 | 00:00 | 00:00 |
 | Medusa | 17 | 17.71% | 64.4 | 58.82% | +1.86% | -33.82% | -8.82% | 1.74% | 27:31 | 15:50 | 20:58 | 24:45 | 35:22 | 43:51 | 14:24 | 10:40 |
 | Arc Warden | 3 | 37.50% | 62.7 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 26:43 | 25:18 | 25:18 | 25:22 | 29:30 | 29:30 | 04:12 | 03:06 |
 | Shadow Demon | 8 | 19.05% | 61.0 | 62.50% | +0.74% | -62.50% | +37.50% | 6.99% | 29:05 | 14:17 | 20:23 | 29:43 | 34:41 | 41:50 | 14:18 | 10:35 |
 | Skywrath Mage | 27 | 31.03% | 59.3 | 48.15% | +1.48% | -33.86% | -5.29% | 5.00% | 27:01 | 17:58 | 23:28 | 25:49 | 29:11 | 41:48 | 05:43 | 04:14 |
 | Chen | 1 | 20.00% | 57.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:54 | 22:54 | 22:54 | 22:54 | 22:54 | 22:54 | 00:00 | 00:00 |
 | Earthshaker | 1 | 20.00% | 55.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:07 | 27:07 | 27:07 | 27:07 | 27:07 | 27:07 | 00:00 | 00:00 |
 | Batrider | 56 | 48.28% | 54.2 | 39.29% | -17.38% | +3.57% | -3.58% | -0.61% | 29:18 | 19:09 | 22:34 | 26:59 | 34:18 | 55:56 | 11:44 | 08:41 |
 | Elder Titan | 1 | 16.67% | 52.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:29 | 36:29 | 36:29 | 36:29 | 36:29 | 36:29 | 00:00 | 00:00 |
 | Rubick | 41 | 41.84% | 50.8 | 36.59% | -3.76% | -6.59% | +3.41% | 1.01% | 26:25 | 14:12 | 20:55 | 25:56 | 30:52 | 38:19 | 09:57 | 07:22 |
 | Luna | 6 | 75.00% | 49.2 | 33.33% | -16.67% | -33.33% | -33.33% | 0.00% | 31:43 | 16:34 | 29:18 | 31:16 | 38:14 | 40:39 | 08:56 | 06:37 |
 | Treant Protector | 6 | 75.00% | 47.5 | 33.33% | +33.33% | +16.67% | -33.33% | -7.43% | 22:54 | 18:07 | 18:30 | 20:08 | 25:14 | 32:31 | 06:44 | 04:59 |
 | Dark Willow | 3 | 11.54% | 45.8 | 66.67% | +23.19% | -66.67% | 0.00% | 3.85% | 40:42 | 33:02 | 33:02 | 38:43 | 50:21 | 50:21 | 17:19 | 12:49 |
 | Phoenix | 3 | 8.82% | 44.1 | 66.67% | +15.06% | -66.67% | 0.00% | 0.00% | 30:37 | 15:59 | 15:59 | 29:58 | 45:55 | 45:55 | 29:56 | 22:10 |
 | Tiny | 1 | 5.26% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 00:00 | 00:00 |
 | Undying | 17 | 31.48% | 40.7 | 29.41% | -5.73% | -4.41% | -4.41% | 0.00% | 26:27 | 16:55 | 21:36 | 22:24 | 30:22 | 44:40 | 08:46 | 06:29 |
 | Io | 2 | 22.22% | 39.0 | 50.00% | -21.43% | +50.00% | 0.00% | 0.00% | 37:31 | 29:02 | 29:02 | 46:00 | 46:00 | 46:00 | 16:58 | 12:34 |
 | Clinkz | 1 | 2.33% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 00:00 | 00:00 |
 | Puck | 1 | 2.22% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 00:00 | 00:00 |
 | Nyx Assassin | 2 | 18.18% | 33.9 | 50.00% | +38.89% | +50.00% | 0.00% | 0.00% | 29:33 | 24:32 | 24:32 | 34:34 | 34:34 | 34:34 | 10:02 | 07:25 |
 | Lion | 4 | 57.14% | 32.2 | 25.00% | -8.33% | +75.00% | -25.00% | 0.00% | 26:21 | 22:26 | 22:26 | 22:45 | 26:22 | 33:52 | 03:56 | 02:54 |
 | Bloodseeker | 1 | 1.35% | 30.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 00:00 | 00:00 |
 | Witch Doctor | 2 | 13.33% | 28.8 | 50.00% | -26.92% | -50.00% | 0.00% | 0.00% | 32:58 | 32:55 | 32:55 | 33:00 | 33:00 | 33:00 | 00:05 | 00:03 |
 | Beastmaster | 1 | 0.81% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:58 | 37:58 | 37:58 | 37:58 | 37:58 | 37:58 | 00:00 | 00:00 |
 | Doom | 1 | 0.76% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 00:00 | 00:00 |
 | Oracle | 7 | 12.28% | 23.7 | 28.57% | -17.43% | +21.43% | -28.57% | -22.39% | 25:30 | 20:10 | 22:10 | 24:01 | 24:24 | 32:15 | 02:14 | 01:39 |
 | Morphling | 2 | 3.77% | 22.0 | 50.00% | -4.90% | +50.00% | 0.00% | 0.00% | 18:24 | 17:50 | 17:50 | 18:57 | 18:57 | 18:57 | 01:07 | 00:49 |
 | Snapfire | 5 | 23.81% | 20.3 | 20.00% | -23.75% | -20.00% | -20.00% | 0.00% | 29:08 | 22:09 | 22:09 | 25:45 | 35:50 | 37:09 | 13:41 | 10:08 |
 | Magnus | 6 | 4.17% | 18.6 | 16.67% | -35.50% | +33.33% | -16.67% | 0.00% | 28:09 | 21:04 | 21:31 | 24:04 | 29:20 | 46:38 | 07:49 | 05:47 |
 | Jakiro | 3 | 75.00% | 16.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:47 | 18:55 | 18:55 | 31:45 | 32:41 | 32:41 | 13:46 | 10:11 |
 | Pudge | 1 | 7.69% | 15.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:54 | 33:54 | 33:54 | 33:54 | 33:54 | 33:54 | 00:00 | 00:00 |
 | Ancient Apparition | 2 | 50.00% | 13.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 28:39 | 24:08 | 24:08 | 33:09 | 33:09 | 33:09 | 09:01 | 06:40 |
 | Sniper | 1 | 100.00% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:36 | 18:36 | 18:36 | 18:36 | 18:36 | 18:36 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 5.88% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 00:00 | 00:00 |
 | Underlord | 1 | 1.61% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 00:00 | 00:00 |
 | Grimstroke | 1 | 20.00% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:31 | 34:31 | 34:31 | 34:31 | 34:31 | 34:31 | 00:00 | 00:00 |
 | Winter Wyvern | 4 | 23.53% | 5.1 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 29:18 | 22:16 | 22:16 | 23:43 | 26:06 | 45:08 | 03:50 | 02:50 |
 | Ember Spirit | 1 | 0.91% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:14 | 16:14 | 16:14 | 16:14 | 16:14 | 16:14 | 00:00 | 00:00 |
 | Outworld Destroyer | 1 | 100.00% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 00:00 | 00:00 |