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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 | 1472 | 17.44% | 47.2 | 52.31% | +7.86% | +2.31% | -2.04% | -0.41% | 27:21 | 09:13 | 21:34 | 25:46 | 32:08 | 56:15 | 07:49 |
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 | |
 | Tusk | 3 | 21.43% | 100.0 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 31:06 | 26:43 | 26:43 | 26:47 | 39:49 | 39:49 | 13:06 | 09:42 |
 | Muerta | 24 | 82.76% | 98.5 | 66.67% | +26.67% | 0.00% | +16.66% | 1.75% | 25:20 | 18:04 | 21:15 | 22:23 | 30:45 | 44:18 | 09:30 | 07:02 |
 | Templar Assassin | 39 | 52.70% | 97.0 | 69.23% | +37.80% | +10.77% | -9.23% | -1.94% | 28:03 | 17:12 | 22:11 | 28:33 | 32:29 | 43:04 | 10:18 | 07:37 |
 | Disruptor | 28 | 23.53% | 95.5 | 71.43% | +27.47% | +14.28% | +28.57% | 1.21% | 27:38 | 17:39 | 20:54 | 22:59 | 32:43 | 48:15 | 11:49 | 08:45 |
 | Chen | 3 | 14.29% | 94.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 27:22 | 19:38 | 19:38 | 22:54 | 39:34 | 39:34 | 19:56 | 14:45 |
 | Hoodwink | 3 | 75.00% | 92.5 | 66.67% | +66.67% | +33.33% | 0.00% | -9.22% | 25:10 | 23:48 | 23:48 | 24:17 | 27:25 | 27:25 | 03:37 | 02:40 |
 | Bane | 2 | 20.00% | 91.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 23:05 | 22:53 | 22:53 | 23:16 | 23:16 | 23:16 | 00:23 | 00:17 |
 | Medusa | 33 | 17.10% | 89.6 | 66.67% | +13.54% | -29.17% | -4.17% | 1.91% | 27:22 | 15:50 | 21:30 | 25:37 | 34:35 | 43:51 | 13:05 | 09:41 |
 | Silencer | 89 | 45.88% | 88.1 | 57.30% | +14.44% | -20.94% | +19.97% | 3.91% | 28:25 | 15:47 | 21:54 | 26:43 | 32:21 | 52:23 | 10:27 | 07:44 |
 | Windranger | 11 | 5.79% | 86.6 | 81.82% | +34.33% | -15.15% | +18.18% | 2.93% | 29:37 | 16:47 | 24:51 | 28:51 | 36:14 | 41:44 | 11:23 | 08:25 |
 | Bounty Hunter | 28 | 38.89% | 85.1 | 60.71% | +11.82% | +25.00% | -3.57% | -2.56% | 27:05 | 13:25 | 19:23 | 25:28 | 30:33 | 44:16 | 11:10 | 08:16 |
 | Terrorblade | 54 | 30.86% | 83.6 | 59.26% | +17.94% | -9.26% | -13.11% | -0.67% | 30:49 | 15:16 | 28:29 | 31:40 | 34:16 | 40:53 | 05:47 | 04:17 |
 | Keeper of the Light | 90 | 63.38% | 82.1 | 54.44% | +2.52% | -2.27% | -27.17% | -2.93% | 24:43 | 09:13 | 18:56 | 23:20 | 27:26 | 51:55 | 08:30 | 06:17 |
 | Enchantress | 106 | 72.60% | 80.6 | 51.89% | +21.89% | +25.89% | -9.58% | -4.00% | 24:47 | 12:51 | 19:56 | 24:14 | 28:48 | 42:30 | 08:52 | 06:34 |
 | Lich | 54 | 40.60% | 79.1 | 55.56% | +2.40% | +30.15% | -17.10% | -5.68% | 27:29 | 16:15 | 21:49 | 26:14 | 30:08 | 52:00 | 08:19 | 06:09 |
 | Clockwerk | 33 | 47.83% | 77.6 | 54.55% | -3.78% | +20.45% | +7.95% | -1.58% | 24:39 | 15:53 | 18:25 | 23:30 | 26:21 | 45:28 | 07:56 | 05:52 |
 | Pugna | 83 | 38.97% | 76.1 | 53.01% | -0.07% | +4.13% | -0.63% | -0.47% | 27:35 | 14:12 | 21:35 | 24:57 | 31:45 | 55:35 | 10:10 | 07:31 |
 | Crystal Maiden | 52 | 55.91% | 74.6 | 51.92% | +10.46% | +9.62% | -5.77% | -1.71% | 27:15 | 16:58 | 21:53 | 26:22 | 30:53 | 49:07 | 09:00 | 06:40 |
 | Techies | 123 | 30.37% | 73.1 | 52.03% | -4.35% | +9.26% | -3.64% | -1.03% | 28:59 | 15:22 | 22:28 | 27:11 | 35:02 | 56:15 | 12:34 | 09:18 |
 | Arc Warden | 4 | 26.67% | 71.6 | 75.00% | +20.45% | +25.00% | +25.00% | 0.00% | 25:25 | 21:28 | 21:28 | 25:18 | 25:22 | 29:30 | 03:54 | 02:53 |
 | Mirana | 33 | 23.57% | 70.1 | 57.58% | +8.05% | -20.08% | +4.92% | 2.42% | 28:10 | 16:37 | 21:46 | 27:27 | 32:05 | 46:08 | 10:19 | 07:38 |
 | Earthshaker | 2 | 13.33% | 68.7 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 23:25 | 19:42 | 19:42 | 27:07 | 27:07 | 27:07 | 07:25 | 05:29 |
 | Skywrath Mage | 52 | 34.90% | 67.2 | 51.92% | +11.71% | -28.84% | +1.93% | 4.14% | 26:25 | 15:17 | 21:57 | 25:21 | 29:23 | 49:53 | 07:26 | 05:30 |
 | Luna | 9 | 52.94% | 65.7 | 55.56% | +5.56% | -5.56% | -55.56% | -2.96% | 29:44 | 16:34 | 17:37 | 31:16 | 34:32 | 40:39 | 16:55 | 12:31 |
 | Shadow Demon | 26 | 19.70% | 64.2 | 57.69% | +5.80% | -14.83% | +8.98% | 1.67% | 27:48 | 14:17 | 21:47 | 24:17 | 36:02 | 44:04 | 14:15 | 10:33 |
 | Lion | 11 | 52.38% | 62.7 | 54.55% | -15.45% | -21.22% | -21.22% | 0.00% | 26:24 | 22:26 | 24:47 | 26:22 | 26:53 | 33:52 | 02:06 | 01:33 |
 | Drow Ranger | 9 | 100.00% | 61.2 | 44.44% | +44.44% | -44.44% | +5.56% | 23.26% | 22:36 | 18:07 | 19:10 | 20:01 | 21:19 | 42:42 | 02:09 | 01:35 |
 | Venomancer | 32 | 30.48% | 59.7 | 53.13% | +3.81% | -15.63% | -15.63% | 0.00% | 26:09 | 14:09 | 20:08 | 25:18 | 30:43 | 40:47 | 10:35 | 07:50 |
 | Batrider | 150 | 54.55% | 58.2 | 44.00% | -9.60% | +6.00% | -11.57% | -1.62% | 28:32 | 15:33 | 22:45 | 26:24 | 33:34 | 55:56 | 10:49 | 08:00 |
 | Rubick | 83 | 38.07% | 56.7 | 43.37% | +1.15% | -10.04% | +9.01% | 2.01% | 27:10 | 14:12 | 21:35 | 25:46 | 31:05 | 51:10 | 09:30 | 07:02 |
 | Shadow Fiend | 16 | 55.17% | 55.2 | 43.75% | -17.79% | +6.25% | +6.25% | 0.00% | 22:23 | 11:37 | 13:32 | 21:44 | 28:34 | 36:33 | 15:02 | 11:08 |
 | Oracle | 20 | 20.20% | 53.7 | 50.00% | -5.70% | -30.00% | +10.00% | 4.23% | 26:59 | 17:35 | 22:10 | 24:19 | 31:37 | 41:37 | 09:27 | 07:00 |
 | Outworld Destroyer | 2 | 66.67% | 52.2 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 23:36 | 23:15 | 23:15 | 23:57 | 23:57 | 23:57 | 00:42 | 00:31 |
 | Doom | 3 | 1.42% | 50.7 | 100.00% | +48.56% | 0.00% | 0.00% | 0.00% | 34:38 | 30:18 | 30:18 | 35:02 | 38:33 | 38:33 | 08:15 | 06:06 |
 | Ancient Apparition | 10 | 62.50% | 49.3 | 40.00% | -26.67% | +60.00% | -40.00% | -6.87% | 26:36 | 12:39 | 19:29 | 24:08 | 34:02 | 41:52 | 14:33 | 10:46 |
 | Witch Doctor | 5 | 19.23% | 47.8 | 60.00% | -6.67% | +40.00% | -60.00% | -10.31% | 33:29 | 27:02 | 27:02 | 33:00 | 36:44 | 37:46 | 09:42 | 07:11 |
 | Undying | 47 | 30.72% | 46.3 | 31.91% | -11.49% | -6.91% | +1.42% | 0.81% | 27:38 | 16:55 | 21:36 | 26:26 | 31:54 | 48:22 | 10:18 | 07:37 |
 | Morphling | 4 | 2.22% | 44.8 | 75.00% | +25.57% | +25.00% | +25.00% | 0.00% | 26:00 | 17:50 | 17:50 | 18:57 | 25:47 | 41:25 | 07:57 | 05:53 |
 | Nyx Assassin | 4 | 22.22% | 43.3 | 50.00% | +21.43% | +50.00% | +50.00% | 0.00% | 33:36 | 24:32 | 24:32 | 30:50 | 34:34 | 44:26 | 10:02 | 07:25 |
 | Elder Titan | 5 | 38.46% | 41.8 | 40.00% | -22.50% | -40.00% | -40.00% | 0.00% | 30:42 | 19:14 | 19:14 | 30:08 | 36:29 | 41:19 | 17:15 | 12:46 |
 | Snapfire | 17 | 25.00% | 40.3 | 35.29% | -3.93% | -10.29% | +14.71% | 3.56% | 26:34 | 16:37 | 22:09 | 24:46 | 29:10 | 40:39 | 07:01 | 05:11 |
 | Treant Protector | 7 | 70.00% | 38.8 | 28.57% | +28.57% | +21.43% | -28.57% | -7.43% | 25:54 | 18:07 | 18:30 | 22:51 | 25:14 | 43:59 | 06:44 | 04:59 |
 | Phoenix | 3 | 6.52% | 37.3 | 66.67% | +22.48% | -66.67% | 0.00% | 0.00% | 30:37 | 15:59 | 15:59 | 29:58 | 45:55 | 45:55 | 29:56 | 22:10 |
 | Dark Willow | 7 | 11.86% | 35.8 | 42.86% | -1.37% | +7.14% | +57.14% | 4.71% | 31:19 | 20:30 | 22:25 | 28:21 | 33:02 | 50:21 | 10:37 | 07:51 |
 | Tiny | 1 | 3.33% | 34.3 | 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 |
 | Io | 2 | 20.00% | 32.8 | 50.00% | -25.00% | +50.00% | 0.00% | 0.00% | 37:31 | 29:02 | 29:02 | 46:00 | 46:00 | 46:00 | 16:58 | 12:34 |
 | Clinkz | 1 | 1.45% | 31.3 | 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 |
 | Dark Seer | 4 | 4.12% | 29.9 | 50.00% | -3.76% | +50.00% | -50.00% | 0.00% | 25:52 | 18:55 | 18:55 | 19:04 | 26:28 | 38:59 | 07:33 | 05:35 |
 | Puck | 1 | 1.14% | 28.4 | 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 |
 | Necrophos | 3 | 30.00% | 26.9 | 33.33% | -23.81% | -33.33% | 0.00% | 0.00% | 18:01 | 09:48 | 09:48 | 19:12 | 25:03 | 25:03 | 15:15 | 11:17 |
 | Bloodseeker | 1 | 0.72% | 25.4 | 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 |
 | Viper | 4 | 40.00% | 23.9 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 23:07 | 17:09 | 17:09 | 20:09 | 21:27 | 33:41 | 04:18 | 03:11 |
 | Beastmaster | 1 | 0.45% | 22.4 | 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 |
 | Jakiro | 5 | 50.00% | 20.9 | 20.00% | 0.00% | -20.00% | -20.00% | 0.00% | 23:35 | 16:10 | 16:10 | 18:55 | 31:45 | 32:41 | 15:35 | 11:32 |
 | Void Spirit | 1 | 0.34% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:18 | 26:18 | 26:18 | 26:18 | 26:18 | 26:18 | 00:00 | 00:00 |
 | Vengeful Spirit | 2 | 6.67% | 17.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 44:20 | 40:30 | 40:30 | 48:10 | 48:10 | 48:10 | 07:40 | 05:40 |
 | Underlord | 2 | 1.87% | 16.4 | 50.00% | -2.38% | -50.00% | 0.00% | 0.00% | 39:04 | 34:29 | 34:29 | 43:38 | 43:38 | 43:38 | 09:09 | 06:46 |
 | Magnus | 9 | 3.57% | 14.9 | 22.22% | -27.16% | +27.78% | -22.22% | 0.00% | 27:29 | 15:38 | 20:00 | 24:04 | 29:20 | 46:38 | 09:20 | 06:54 |
 | Tidehunter | 1 | 1.39% | 13.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 00:00 | 00:00 |
 | Winter Wyvern | 4 | 16.00% | 11.9 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 29:18 | 22:16 | 22:16 | 23:43 | 26:06 | 45:08 | 03:50 | 02:50 |
 | Monkey King | 1 | 0.93% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 00:00 | 00:00 |
 | Alchemist | 1 | 1.08% | 9.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 00:00 | 00:00 |
 | Grimstroke | 1 | 16.67% | 7.5 | 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 |
 | Earth Spirit | 1 | 2.94% | 6.0 | 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 |
 | Pudge | 2 | 12.50% | 4.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 30:49 | 27:44 | 27:44 | 33:54 | 33:54 | 33:54 | 06:10 | 04:34 |
 | Ember Spirit | 1 | 0.47% | 3.0 | 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 |
 | Sniper | 4 | 100.00% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:56 | 15:12 | 15:12 | 15:20 | 18:36 | 22:36 | 03:24 | 02:31 |