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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 | 771 | 25.70% | 78.8 | 54.60% | +15.15% | +3.43% | -4.34% | -0.60% | 28:57 | 09:24 | 22:09 | 27:17 | 35:10 | 1:52:30 | 09:38 |
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 | |
 | Underlord | 5 | 33.33% | 100.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 24:13 | 15:19 | 15:19 | 25:06 | 26:09 | 37:19 | 10:50 | 08:01 |
 | Witch Doctor | 10 | 23.26% | 98.6 | 90.00% | +56.67% | +10.00% | -40.00% | -3.98% | 39:22 | 22:19 | 29:25 | 37:40 | 41:58 | 1:17:43 | 12:33 | 09:17 |
 | Crystal Maiden | 24 | 51.06% | 97.3 | 75.00% | +48.91% | +8.33% | -8.33% | -1.27% | 35:48 | 19:25 | 28:23 | 37:04 | 41:29 | 48:53 | 13:06 | 09:42 |
 | Arc Warden | 1 | 50.00% | 95.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:14 | 33:14 | 33:14 | 33:14 | 33:14 | 33:14 | 00:00 | 00:00 |
 | Clinkz | 3 | 23.08% | 94.5 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 40:59 | 22:26 | 22:26 | 48:00 | 52:32 | 52:32 | 30:06 | 22:17 |
 | Batrider | 43 | 86.00% | 93.2 | 67.44% | +67.44% | -3.80% | +5.29% | 1.78% | 24:58 | 16:05 | 21:10 | 24:39 | 26:17 | 46:13 | 05:07 | 03:47 |
 | Magnus | 9 | 81.82% | 91.8 | 66.67% | -33.33% | +33.33% | -66.67% | -15.38% | 25:50 | 17:38 | 21:03 | 26:09 | 27:33 | 35:38 | 06:30 | 04:48 |
 | Beastmaster | 5 | 41.67% | 90.4 | 80.00% | -5.71% | +20.00% | +20.00% | 0.00% | 30:39 | 17:19 | 17:19 | 33:11 | 36:57 | 37:27 | 19:38 | 14:32 |
 | Slardar | 13 | 48.15% | 89.0 | 69.23% | +26.37% | +30.77% | -2.56% | -4.04% | 30:06 | 22:21 | 25:13 | 29:37 | 33:28 | 41:28 | 08:15 | 06:06 |
 | Clockwerk | 65 | 71.43% | 87.7 | 60.00% | +13.85% | +21.25% | -10.00% | -2.32% | 28:25 | 14:30 | 21:41 | 25:22 | 35:10 | 52:04 | 13:29 | 09:59 |
 | Bounty Hunter | 5 | 29.41% | 86.3 | 80.00% | +21.67% | +20.00% | -80.00% | -5.68% | 33:56 | 22:31 | 22:31 | 34:08 | 40:07 | 45:51 | 17:36 | 13:02 |
 | Outworld Destroyer | 25 | 100.00% | 84.9 | 56.00% | +56.00% | +27.33% | -22.67% | -9.55% | 15:02 | 09:47 | 11:58 | 14:11 | 17:12 | 22:42 | 05:14 | 03:52 |
 | Drow Ranger | 15 | 75.00% | 83.6 | 60.00% | +20.00% | +15.00% | -10.00% | -2.29% | 20:25 | 12:20 | 14:07 | 17:13 | 25:02 | 34:40 | 10:55 | 08:05 |
 | Mirana | 7 | 38.89% | 82.2 | 71.43% | +25.98% | +28.57% | -71.43% | -7.11% | 36:58 | 19:23 | 28:04 | 35:55 | 42:08 | 51:48 | 14:04 | 10:25 |
 | Earth Spirit | 15 | 36.59% | 80.8 | 66.67% | +32.05% | +8.33% | -16.67% | -2.33% | 32:05 | 18:38 | 24:00 | 31:28 | 34:43 | 50:41 | 10:43 | 07:56 |
 | Vengeful Spirit | 10 | 71.43% | 79.5 | 60.00% | +35.00% | -26.67% | +40.00% | 6.92% | 25:44 | 14:57 | 21:52 | 22:18 | 31:30 | 40:31 | 09:38 | 07:08 |
 | Ancient Apparition | 19 | 34.55% | 78.1 | 63.16% | +15.94% | -23.16% | -3.16% | 1.44% | 35:26 | 14:49 | 28:21 | 34:43 | 42:14 | 48:43 | 13:53 | 10:17 |
 | Sand King | 92 | 64.79% | 76.7 | 50.00% | +10.00% | +19.57% | -15.22% | -5.01% | 28:56 | 14:19 | 24:44 | 27:40 | 31:41 | 50:07 | 06:57 | 05:08 |
 | Nyx Assassin | 20 | 25.00% | 75.3 | 60.00% | +8.33% | 0.00% | -20.00% | -1.86% | 32:45 | 15:13 | 27:04 | 32:15 | 37:50 | 1:02:34 | 10:46 | 07:58 |
 | Nature's Prophet | 12 | 41.38% | 74.0 | 58.33% | -12.26% | -25.00% | -25.00% | 0.00% | 23:20 | 15:46 | 18:23 | 20:41 | 25:28 | 39:39 | 07:05 | 05:14 |
 | Viper | 10 | 71.43% | 72.6 | 50.00% | +25.00% | +16.67% | 0.00% | -2.60% | 22:46 | 15:05 | 19:00 | 23:57 | 25:25 | 31:57 | 06:25 | 04:45 |
 | Disruptor | 7 | 13.73% | 71.2 | 71.43% | +12.34% | -21.43% | -21.43% | 0.00% | 32:52 | 22:22 | 24:49 | 34:46 | 38:35 | 43:17 | 13:46 | 10:11 |
 | Huskar | 1 | 25.00% | 69.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:26 | 26:26 | 26:26 | 26:26 | 26:26 | 26:26 | 00:00 | 00:00 |
 | Shadow Fiend | 16 | 57.14% | 68.5 | 50.00% | 0.00% | +50.00% | -25.00% | -9.89% | 22:28 | 14:58 | 16:07 | 18:02 | 23:42 | 42:16 | 07:35 | 05:37 |
 | Templar Assassin | 13 | 41.94% | 67.1 | 53.85% | +14.96% | +12.82% | -20.52% | -6.65% | 26:52 | 16:12 | 24:04 | 25:53 | 29:05 | 35:58 | 05:01 | 03:42 |
 | Warlock | 14 | 26.92% | 65.8 | 57.14% | +17.67% | +17.86% | +9.53% | -0.61% | 36:10 | 18:31 | 26:30 | 33:43 | 40:15 | 1:09:37 | 13:45 | 10:11 |
 | Tidehunter | 7 | 41.18% | 64.4 | 57.14% | +27.14% | -7.14% | -57.14% | -6.54% | 29:16 | 20:35 | 23:52 | 29:34 | 31:31 | 36:17 | 07:39 | 05:40 |
 | Lich | 3 | 33.33% | 63.0 | 66.67% | 0.00% | +33.33% | 0.00% | -2.77% | 38:11 | 30:16 | 30:16 | 42:01 | 42:17 | 42:17 | 12:01 | 08:54 |
 | Rubick | 29 | 32.22% | 61.6 | 48.28% | -4.18% | +37.43% | -19.71% | -6.58% | 32:01 | 18:14 | 27:09 | 29:16 | 35:50 | 51:32 | 08:41 | 06:25 |
 | Dark Seer | 10 | 17.86% | 60.3 | 60.00% | +12.17% | +6.67% | -10.00% | -1.68% | 31:08 | 23:12 | 23:40 | 29:15 | 33:37 | 48:06 | 09:57 | 07:22 |
 | Terrorblade | 5 | 33.33% | 58.9 | 60.00% | +10.00% | +40.00% | -60.00% | -5.76% | 32:47 | 20:01 | 20:01 | 35:49 | 37:22 | 39:08 | 17:21 | 12:51 |
 | Venomancer | 40 | 63.49% | 57.5 | 42.50% | -5.33% | +7.50% | +7.50% | 0.00% | 22:30 | 10:06 | 17:35 | 21:03 | 28:08 | 33:16 | 10:33 | 07:48 |
 | Chen | 1 | 20.00% | 56.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:22 | 42:22 | 42:22 | 42:22 | 42:22 | 42:22 | 00:00 | 00:00 |
 | Jakiro | 12 | 30.77% | 54.8 | 50.00% | -1.85% | -16.67% | -50.00% | -2.38% | 33:38 | 21:10 | 24:56 | 33:12 | 38:56 | 50:17 | 14:00 | 10:22 |
 | Sniper | 5 | 83.33% | 53.4 | 40.00% | +40.00% | -40.00% | +60.00% | 13.07% | 24:42 | 17:28 | 17:28 | 22:46 | 25:07 | 35:57 | 07:39 | 05:40 |
 | Silencer | 32 | 51.61% | 52.1 | 40.63% | -6.04% | -28.13% | +21.87% | 3.40% | 30:51 | 11:15 | 21:40 | 32:09 | 36:22 | 48:44 | 14:42 | 10:53 |
 | Shadow Shaman | 15 | 31.25% | 50.7 | 46.67% | -13.94% | +28.33% | +28.33% | 0.00% | 32:06 | 18:51 | 24:02 | 32:21 | 36:36 | 56:25 | 12:34 | 09:18 |
 | Luna | 4 | 50.00% | 49.3 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 27:57 | 19:38 | 19:38 | 22:35 | 25:52 | 43:43 | 06:14 | 04:37 |
 | Night Stalker | 6 | 9.09% | 47.9 | 66.67% | +13.34% | -16.67% | +33.33% | 0.00% | 30:23 | 23:03 | 24:56 | 29:42 | 32:40 | 39:31 | 07:44 | 05:43 |
 | Earthshaker | 35 | 42.68% | 46.6 | 40.00% | +8.09% | +4.44% | +4.44% | 0.00% | 27:49 | 15:45 | 23:33 | 25:47 | 31:16 | 44:17 | 07:43 | 05:42 |
 | Undying | 1 | 14.29% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 00:00 | 00:00 |
 | Pudge | 5 | 62.50% | 43.8 | 40.00% | +40.00% | +60.00% | -40.00% | -6.37% | 32:01 | 20:04 | 20:04 | 30:15 | 35:46 | 47:05 | 15:42 | 11:37 |
 | Lion | 1 | 12.50% | 42.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:29 | 40:29 | 40:29 | 40:29 | 40:29 | 40:29 | 00:00 | 00:00 |
 | Invoker | 6 | 22.22% | 41.1 | 50.00% | +26.19% | +50.00% | +50.00% | 0.00% | 29:01 | 23:33 | 24:37 | 27:40 | 29:48 | 39:49 | 05:11 | 03:50 |
 | Queen of Pain | 2 | 1.87% | 39.7 | 100.00% | +43.81% | 0.00% | 0.00% | 0.00% | 16:27 | 15:52 | 15:52 | 17:02 | 17:02 | 17:02 | 01:10 | 00:51 |
 | Necrophos | 11 | 44.00% | 38.4 | 36.36% | -13.64% | -3.03% | +30.31% | 3.77% | 19:17 | 11:01 | 14:23 | 19:37 | 23:14 | 25:43 | 08:51 | 06:33 |
 | Oracle | 1 | 8.33% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:24 | 43:24 | 43:24 | 43:24 | 43:24 | 43:24 | 00:00 | 00:00 |
 | Omniknight | 7 | 26.92% | 35.6 | 42.86% | +11.28% | +7.14% | +7.14% | 0.00% | 35:44 | 27:15 | 31:07 | 37:17 | 38:36 | 42:28 | 07:29 | 05:32 |
 | Tusk | 4 | 22.22% | 34.2 | 50.00% | +14.29% | -50.00% | -50.00% | 0.00% | 45:33 | 37:09 | 37:09 | 37:55 | 46:24 | 60:44 | 09:15 | 06:51 |
 | Lone Druid | 1 | 7.14% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:39 | 21:39 | 21:39 | 21:39 | 21:39 | 21:39 | 00:00 | 00:00 |
 | Kunkka | 11 | 24.44% | 31.5 | 36.36% | -1.88% | -3.03% | +30.31% | 4.83% | 42:22 | 31:10 | 36:30 | 42:11 | 43:24 | 57:29 | 06:54 | 05:06 |
 | Io | 1 | 4.76% | 30.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 |
 | Elder Titan | 2 | 28.57% | 28.8 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 22:38 | 20:31 | 20:31 | 24:44 | 24:44 | 24:44 | 04:13 | 03:07 |
 | Treant Protector | 1 | 4.35% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:37 | 39:37 | 39:37 | 39:37 | 39:37 | 39:37 | 00:00 | 00:00 |
 | Bloodseeker | 4 | 12.50% | 26.0 | 50.00% | -3.57% | +50.00% | +50.00% | 0.00% | 24:55 | 17:48 | 17:48 | 17:50 | 27:17 | 36:44 | 09:29 | 07:01 |
 | Lina | 11 | 12.94% | 24.7 | 36.36% | -21.75% | -3.03% | -3.03% | 0.00% | 28:58 | 11:33 | 13:42 | 27:26 | 34:19 | 1:10:15 | 20:37 | 15:16 |
 | Dazzle | 1 | 3.57% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:34 | 57:34 | 57:34 | 57:34 | 57:34 | 57:34 | 00:00 | 00:00 |
 | Zeus | 2 | 25.00% | 21.9 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 22:10 | 18:40 | 18:40 | 25:40 | 25:40 | 25:40 | 07:00 | 05:11 |
 | Skywrath Mage | 2 | 25.00% | 20.5 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 34:18 | 21:09 | 21:09 | 47:26 | 47:26 | 47:26 | 26:17 | 19:28 |
 | Razor | 8 | 15.09% | 19.2 | 37.50% | -13.61% | +12.50% | -37.50% | -6.59% | 25:17 | 17:39 | 20:19 | 22:58 | 27:54 | 36:56 | 07:35 | 05:37 |
 | Legion Commander | 4 | 5.97% | 17.8 | 50.00% | -2.38% | +50.00% | -50.00% | 0.00% | 54:14 | 32:38 | 32:38 | 34:05 | 37:42 | 1:52:30 | 05:04 | 03:45 |
 | Centaur Warrunner | 3 | 37.50% | 16.4 | 33.33% | -66.67% | -33.33% | 0.00% | 0.00% | 24:15 | 20:51 | 20:51 | 22:18 | 29:35 | 29:35 | 08:44 | 06:28 |
 | Weaver | 3 | 8.33% | 15.1 | 33.33% | -15.15% | -33.33% | 0.00% | 0.00% | 17:07 | 09:24 | 09:24 | 20:24 | 21:32 | 21:32 | 12:08 | 08:59 |
 | Puck | 3 | 3.03% | 13.7 | 33.33% | -15.63% | -33.33% | 0.00% | 0.00% | 28:41 | 21:38 | 21:38 | 25:35 | 38:50 | 38:50 | 17:12 | 12:44 |
 | Enchantress | 3 | 60.00% | 12.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 31:32 | 18:19 | 18:19 | 32:14 | 44:03 | 44:03 | 25:44 | 19:03 |
 | Dragon Knight | 1 | 3.03% | 11.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:22 | 13:22 | 13:22 | 13:22 | 13:22 | 13:22 | 00:00 | 00:00 |
 | Pugna | 1 | 20.00% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:50 | 40:50 | 40:50 | 40:50 | 40:50 | 40:50 | 00:00 | 00:00 |
 | Medusa | 1 | 10.00% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 00:00 | 00:00 |
 | Phoenix | 1 | 10.00% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:23 | 44:23 | 44:23 | 44:23 | 44:23 | 44:23 | 00:00 | 00:00 |
 | Bane | 1 | 6.25% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 00:00 | 00:00 |
 | Windranger | 1 | 16.67% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 00:00 | 00:00 |
 | Gyrocopter | 1 | 5.88% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:15 | 14:15 | 14:15 | 14:15 | 14:15 | 14:15 | 00:00 | 00:00 |
 | Keeper of the Light | 3 | 30.00% | 1.4 | 0.00% | -14.29% | 0.00% | 0.00% | 0.00% | 34:39 | 25:32 | 25:32 | 33:11 | 45:15 | 45:15 | 19:43 | 14:36 |