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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 | 666 | 18.55% | 77.5 | 54.65% | +11.19% | +1.04% | -4.05% | -0.46% | 28:04 | 11:00 | 21:50 | 27:17 | 32:56 | 60:34 | 08:13 |
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 | |
 | Necrophos | 4 | 50.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:23 | 12:57 | 12:57 | 15:37 | 15:55 | 17:03 | 02:58 | 02:11 |
 | Gyrocopter | 5 | 31.25% | 98.7 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 26:39 | 23:14 | 23:14 | 25:58 | 27:49 | 30:44 | 04:35 | 03:23 |
 | Shadow Fiend | 22 | 35.48% | 97.3 | 81.82% | +39.32% | +18.18% | -21.82% | -3.82% | 27:55 | 16:48 | 22:04 | 27:33 | 32:32 | 45:09 | 10:28 | 07:45 |
 | Witch Doctor | 8 | 32.00% | 96.0 | 87.50% | +40.44% | +12.50% | +12.50% | 0.00% | 28:13 | 21:01 | 23:59 | 25:00 | 26:58 | 42:28 | 02:59 | 02:12 |
 | Disruptor | 8 | 18.60% | 94.7 | 87.50% | +30.36% | +12.50% | -37.50% | -9.09% | 26:17 | 17:00 | 19:46 | 22:50 | 25:16 | 40:56 | 05:30 | 04:04 |
 | Sniper | 15 | 78.95% | 93.3 | 66.67% | +66.67% | -16.67% | +33.33% | 5.88% | 23:27 | 15:11 | 17:25 | 19:14 | 25:55 | 40:54 | 08:30 | 06:17 |
 | Elder Titan | 5 | 41.67% | 92.0 | 80.00% | +80.00% | +20.00% | -80.00% | -15.00% | 36:45 | 32:00 | 32:00 | 34:12 | 38:40 | 46:24 | 06:40 | 04:56 |
 | Ancient Apparition | 11 | 78.57% | 90.7 | 63.64% | +30.31% | +3.03% | +3.03% | 0.00% | 30:43 | 21:49 | 23:36 | 26:44 | 35:47 | 53:13 | 12:11 | 09:01 |
 | Dazzle | 13 | 46.43% | 89.3 | 69.23% | +22.56% | +30.77% | -2.56% | -4.50% | 28:29 | 17:51 | 23:42 | 27:40 | 31:06 | 37:36 | 07:24 | 05:28 |
 | Tusk | 13 | 17.11% | 88.0 | 76.92% | +27.71% | +23.08% | -43.59% | -10.96% | 32:33 | 20:00 | 29:34 | 33:52 | 35:39 | 41:50 | 06:05 | 04:30 |
 | Treant Protector | 4 | 44.44% | 86.7 | 75.00% | -5.00% | +25.00% | -75.00% | -15.71% | 28:59 | 22:22 | 22:22 | 26:19 | 28:44 | 38:31 | 06:22 | 04:42 |
 | Drow Ranger | 11 | 100.00% | 85.3 | 54.55% | +54.55% | -21.22% | +12.12% | 19.42% | 19:32 | 15:31 | 18:20 | 19:29 | 20:03 | 25:50 | 01:43 | 01:16 |
 | Undying | 40 | 32.00% | 84.0 | 60.00% | +9.41% | +20.00% | -10.00% | -3.13% | 28:28 | 17:10 | 22:42 | 27:03 | 32:17 | 43:07 | 09:35 | 07:05 |
 | Skywrath Mage | 11 | 42.31% | 82.7 | 63.64% | +30.31% | +3.03% | -30.31% | -8.00% | 28:06 | 19:31 | 24:34 | 28:11 | 28:44 | 41:42 | 04:10 | 03:05 |
 | Nyx Assassin | 16 | 38.10% | 81.3 | 62.50% | +4.81% | -37.50% | +12.50% | 4.01% | 30:14 | 15:36 | 22:18 | 29:40 | 34:46 | 54:54 | 12:28 | 09:14 |
 | Clockwerk | 29 | 41.43% | 80.0 | 58.62% | +9.84% | +12.81% | +12.81% | 0.00% | 24:13 | 17:01 | 20:04 | 21:45 | 25:17 | 36:16 | 05:13 | 03:51 |
 | Crystal Maiden | 10 | 50.00% | 78.7 | 60.00% | 0.00% | -26.67% | +40.00% | 9.71% | 26:26 | 16:22 | 20:56 | 25:07 | 27:48 | 40:03 | 06:52 | 05:05 |
 | Tiny | 39 | 45.35% | 77.3 | 53.85% | +26.19% | +16.15% | +6.15% | -1.75% | 30:22 | 21:53 | 27:06 | 29:38 | 32:49 | 40:33 | 05:43 | 04:14 |
 | Viper | 23 | 60.53% | 76.0 | 52.17% | -1.16% | -35.50% | +14.50% | 3.02% | 25:30 | 11:00 | 15:55 | 18:03 | 32:27 | 60:34 | 16:32 | 12:14 |
 | Enchantress | 43 | 72.88% | 74.7 | 48.84% | -7.41% | +5.71% | -12.48% | -2.35% | 23:32 | 15:02 | 18:33 | 22:36 | 26:17 | 36:06 | 07:44 | 05:43 |
 | Earthshaker | 23 | 30.26% | 73.3 | 56.52% | +9.35% | +26.81% | -23.19% | 0.00% | 35:01 | 26:15 | 29:50 | 33:54 | 37:25 | 50:36 | 07:35 | 05:37 |
 | Batrider | 30 | 40.00% | 72.0 | 53.33% | +4.44% | +9.17% | -10.47% | -1.49% | 29:37 | 16:09 | 20:28 | 30:10 | 33:41 | 49:25 | 13:13 | 09:47 |
 | Venomancer | 16 | 72.73% | 70.7 | 50.00% | -33.33% | 0.00% | 0.00% | 0.00% | 24:31 | 16:57 | 20:26 | 23:28 | 26:48 | 39:23 | 06:22 | 04:42 |
 | Snapfire | 39 | 62.90% | 69.3 | 48.72% | +26.98% | +11.28% | -8.72% | -2.98% | 22:06 | 14:26 | 18:12 | 21:10 | 24:55 | 32:54 | 06:43 | 04:58 |
 | Luna | 6 | 24.00% | 68.0 | 66.67% | +24.56% | +33.33% | -66.67% | -8.42% | 31:35 | 22:34 | 26:39 | 26:48 | 38:32 | 47:24 | 11:53 | 08:48 |
 | Lich | 12 | 50.00% | 66.7 | 50.00% | 0.00% | -50.00% | +16.67% | 5.64% | 31:24 | 21:51 | 23:58 | 30:14 | 35:47 | 47:24 | 11:49 | 08:45 |
 | Terrorblade | 13 | 31.71% | 65.3 | 53.85% | +7.42% | +12.82% | -20.52% | -2.96% | 32:24 | 21:19 | 27:21 | 30:09 | 38:36 | 41:42 | 11:15 | 08:20 |
 | Vengeful Spirit | 2 | 6.67% | 64.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 31:01 | 23:32 | 23:32 | 38:29 | 38:29 | 38:29 | 14:57 | 11:04 |
 | Death Prophet | 7 | 5.98% | 62.7 | 71.43% | +27.79% | +28.57% | -21.43% | 0.00% | 33:10 | 17:51 | 26:52 | 30:35 | 39:11 | 48:47 | 12:19 | 09:07 |
 | Invoker | 4 | 9.52% | 61.3 | 75.00% | +40.79% | -75.00% | +25.00% | 0.00% | 19:09 | 17:36 | 17:36 | 17:49 | 20:11 | 20:59 | 02:35 | 01:54 |
 | Mirana | 10 | 32.26% | 60.0 | 50.00% | -7.14% | -50.00% | -50.00% | 0.00% | 28:46 | 17:39 | 26:41 | 28:07 | 33:05 | 39:34 | 06:24 | 04:44 |
 | Templar Assassin | 16 | 42.11% | 58.7 | 43.75% | -1.70% | +6.25% | -18.75% | -7.73% | 30:46 | 23:24 | 28:17 | 30:00 | 31:31 | 40:47 | 03:14 | 02:23 |
 | Medusa | 3 | 23.08% | 57.3 | 66.67% | +6.67% | +33.33% | 0.00% | 0.00% | 30:44 | 23:23 | 23:23 | 30:11 | 38:39 | 38:39 | 15:16 | 11:18 |
 | Silencer | 18 | 90.00% | 56.0 | 33.33% | +33.33% | +6.67% | +41.67% | 6.29% | 23:40 | 17:03 | 20:49 | 23:09 | 26:23 | 33:22 | 05:34 | 04:07 |
 | Weaver | 5 | 17.86% | 54.7 | 60.00% | +25.22% | -60.00% | -60.00% | 0.00% | 26:54 | 24:27 | 24:27 | 25:46 | 27:13 | 32:30 | 02:46 | 02:02 |
 | Oracle | 1 | 14.29% | 53.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:38 | 23:38 | 23:38 | 23:38 | 23:38 | 23:38 | 00:00 | 00:00 |
 | Doom | 5 | 14.29% | 52.0 | 60.00% | +10.00% | -60.00% | +40.00% | 0.00% | 35:24 | 29:52 | 29:52 | 30:54 | 37:07 | 48:54 | 07:15 | 05:22 |
 | Morphling | 4 | 4.88% | 50.7 | 75.00% | +23.72% | -75.00% | +25.00% | 0.00% | 38:12 | 31:30 | 31:30 | 38:47 | 40:55 | 41:37 | 09:25 | 06:58 |
 | Jakiro | 8 | 47.06% | 49.3 | 37.50% | -6.94% | -37.50% | +12.50% | 13.70% | 26:10 | 17:19 | 23:28 | 26:41 | 27:07 | 35:27 | 03:39 | 02:42 |
 | Centaur Warrunner | 1 | 9.09% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:35 | 34:35 | 34:35 | 34:35 | 34:35 | 34:35 | 00:00 | 00:00 |
 | Bane | 1 | 7.14% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 00:00 | 00:00 |
 | Beastmaster | 3 | 6.98% | 45.3 | 66.67% | +14.17% | +33.33% | 0.00% | 0.00% | 33:27 | 27:52 | 27:52 | 35:00 | 37:28 | 37:28 | 09:36 | 07:06 |
 | Axe | 2 | 33.33% | 44.0 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 31:10 | 30:58 | 30:58 | 31:21 | 31:21 | 31:21 | 00:23 | 00:17 |
 | Omniknight | 7 | 16.67% | 42.7 | 42.86% | -2.85% | +57.14% | -42.86% | -7.03% | 32:12 | 21:14 | 22:25 | 34:26 | 36:39 | 40:55 | 14:14 | 10:32 |
 | Dark Willow | 4 | 16.00% | 41.3 | 50.00% | +7.14% | -50.00% | +50.00% | 0.00% | 27:31 | 24:53 | 24:53 | 24:55 | 29:06 | 31:08 | 04:13 | 03:07 |
 | Techies | 3 | 60.00% | 40.0 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 27:32 | 21:36 | 21:36 | 27:37 | 33:22 | 33:22 | 11:46 | 08:42 |
 | Phoenix | 4 | 15.38% | 38.7 | 50.00% | +4.55% | +50.00% | -50.00% | -9.01% | 22:46 | 16:05 | 16:05 | 19:54 | 27:11 | 27:54 | 11:06 | 08:13 |
 | Keeper of the Light | 5 | 100.00% | 37.3 | 20.00% | +20.00% | +80.00% | -20.00% | -21.82% | 21:45 | 16:03 | 16:03 | 19:05 | 20:38 | 35:13 | 04:35 | 03:23 |
 | Abaddon | 2 | 28.57% | 36.0 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 34:24 | 31:44 | 31:44 | 37:04 | 37:04 | 37:04 | 05:20 | 03:57 |
 | Chen | 7 | 10.45% | 34.7 | 42.86% | -18.81% | +7.14% | +7.14% | 0.00% | 42:36 | 30:35 | 34:43 | 38:50 | 47:52 | 58:53 | 13:09 | 09:44 |
 | Earth Spirit | 1 | 3.57% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:11 | 27:11 | 27:11 | 27:11 | 27:11 | 27:11 | 00:00 | 00:00 |
 | Rubick | 11 | 37.93% | 32.0 | 27.27% | -6.06% | +39.40% | +6.06% | -3.84% | 26:51 | 17:03 | 21:50 | 26:56 | 30:31 | 41:55 | 08:41 | 06:25 |
 | Hoodwink | 5 | 17.24% | 30.7 | 40.00% | +2.50% | -40.00% | -40.00% | 0.00% | 38:51 | 32:27 | 32:27 | 40:42 | 43:04 | 44:12 | 10:37 | 07:51 |
 | Marci | 3 | 2.17% | 29.3 | 66.67% | +9.63% | +33.33% | 0.00% | 0.00% | 32:02 | 24:30 | 24:30 | 33:35 | 38:00 | 38:00 | 13:30 | 10:00 |
 | Dark Seer | 2 | 18.18% | 28.0 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 20:04 | 17:48 | 17:48 | 22:20 | 22:20 | 22:20 | 04:32 | 03:21 |
 | Warlock | 4 | 57.14% | 26.7 | 25.00% | -41.67% | -25.00% | +75.00% | 60.00% | 25:20 | 21:53 | 21:53 | 22:03 | 23:33 | 33:50 | 01:40 | 01:14 |
 | Visage | 1 | 1.61% | 25.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 00:00 | 00:00 |
 | Faceless Void | 1 | 1.54% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 00:00 | 00:00 |
 | Ogre Magi | 3 | 33.33% | 22.7 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 25:34 | 24:11 | 24:11 | 25:54 | 26:36 | 26:36 | 02:25 | 01:47 |
 | Lion | 3 | 27.27% | 21.3 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 39:00 | 27:14 | 27:14 | 33:44 | 56:03 | 56:03 | 28:49 | 21:20 |
 | Nature's Prophet | 2 | 10.53% | 20.0 | 50.00% | -2.94% | -50.00% | 0.00% | 0.00% | 38:14 | 31:54 | 31:54 | 44:34 | 44:34 | 44:34 | 12:40 | 09:22 |
 | Alchemist | 2 | 10.00% | 18.7 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 29:20 | 28:25 | 28:25 | 30:15 | 30:15 | 30:15 | 01:50 | 01:21 |
 | Tidehunter | 2 | 8.70% | 17.3 | 50.00% | +21.43% | +50.00% | 0.00% | 0.00% | 25:23 | 25:08 | 25:08 | 25:38 | 25:38 | 25:38 | 00:30 | 00:22 |
 | Winter Wyvern | 9 | 29.03% | 16.0 | 22.22% | -18.69% | +27.78% | -22.22% | -3.43% | 30:28 | 20:47 | 22:12 | 28:28 | 36:47 | 46:54 | 14:35 | 10:48 |
 | Lina | 11 | 17.19% | 14.7 | 18.18% | -42.20% | +15.15% | -18.18% | -1.39% | 31:31 | 15:51 | 18:22 | 29:13 | 42:22 | 50:43 | 24:00 | 17:46 |
 | Ember Spirit | 3 | 4.00% | 13.3 | 33.33% | -18.06% | -33.33% | 0.00% | 0.00% | 32:00 | 25:54 | 25:54 | 33:38 | 36:28 | 36:28 | 10:34 | 07:49 |
 | Bounty Hunter | 1 | 33.33% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 00:00 | 00:00 |
 | Shadow Shaman | 1 | 6.67% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Primal Beast | 2 | 2.41% | 9.3 | 0.00% | -54.32% | 0.00% | 0.00% | 0.00% | 27:24 | 27:22 | 27:22 | 27:25 | 27:25 | 27:25 | 00:03 | 00:02 |
 | Shadow Demon | 1 | 8.33% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 00:00 | 00:00 |
 | Arc Warden | 1 | 33.33% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:32 | 25:32 | 25:32 | 25:32 | 25:32 | 25:32 | 00:00 | 00:00 |
 | Zeus | 1 | 3.33% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:48 | 26:48 | 26:48 | 26:48 | 26:48 | 26:48 | 00:00 | 00:00 |
 | Legion Commander | 1 | 9.09% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:07 | 35:07 | 35:07 | 35:07 | 35:07 | 35:07 | 00:00 | 00:00 |
 | Magnus | 2 | 28.57% | 2.7 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 25:13 | 17:50 | 17:50 | 32:35 | 32:35 | 32:35 | 14:45 | 10:55 |
 | Grimstroke | 2 | 40.00% | 1.3 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 28:38 | 20:59 | 20:59 | 36:17 | 36:17 | 36:17 | 15:18 | 11:20 |