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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 | 1240 | 15.05% | 76.9 | 55.65% | +10.74% | -0.49% | -5.00% | -0.48% | 27:10 | 11:13 | 21:55 | 26:09 | 31:20 | 56:30 | 06:58 |
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 | |
 | Elder Titan | 2 | 50.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 25:57 | 24:27 | 24:27 | 27:26 | 27:26 | 27:26 | 02:59 | 02:12 |
 | Ancient Apparition | 3 | 37.50% | 98.8 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 27:39 | 22:29 | 22:29 | 22:45 | 37:44 | 37:44 | 15:15 | 11:17 |
 | Bane | 13 | 13.54% | 97.7 | 92.31% | +38.09% | +7.69% | -25.64% | -1.93% | 29:24 | 15:38 | 19:53 | 29:17 | 37:09 | 45:32 | 17:16 | 12:47 |
 | Drow Ranger | 4 | 80.00% | 96.5 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 21:51 | 15:35 | 15:35 | 15:50 | 27:28 | 28:30 | 11:53 | 08:48 |
 | Chen | 4 | 14.29% | 95.3 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 25:28 | 19:15 | 19:15 | 22:37 | 29:22 | 30:37 | 10:07 | 07:29 |
 | Luna | 15 | 34.88% | 94.2 | 73.33% | +1.90% | -23.33% | +26.67% | 6.85% | 29:37 | 18:47 | 25:40 | 27:56 | 32:58 | 47:51 | 07:18 | 05:24 |
 | Treant Protector | 20 | 20.62% | 93.0 | 75.00% | +17.86% | +25.00% | -35.00% | -4.34% | 29:51 | 17:53 | 20:57 | 30:05 | 34:46 | 46:22 | 13:49 | 10:14 |
 | Tusk | 5 | 7.14% | 91.9 | 100.00% | +52.31% | 0.00% | 0.00% | 0.00% | 33:01 | 28:21 | 28:21 | 29:09 | 34:18 | 44:43 | 05:57 | 04:24 |
 | Techies | 6 | 75.00% | 90.7 | 66.67% | +16.67% | -16.67% | +33.33% | 13.76% | 25:30 | 22:15 | 23:04 | 24:01 | 26:42 | 31:54 | 03:38 | 02:41 |
 | Skywrath Mage | 31 | 31.31% | 89.5 | 67.74% | +30.98% | -17.74% | +7.26% | 2.71% | 29:38 | 19:05 | 23:53 | 27:44 | 33:06 | 55:23 | 09:13 | 06:49 |
 | Ogre Magi | 15 | 42.86% | 88.4 | 66.67% | +1.67% | +33.33% | -16.67% | -7.56% | 27:01 | 20:55 | 22:48 | 25:21 | 29:25 | 39:26 | 06:37 | 04:54 |
 | Tiny | 147 | 37.79% | 87.2 | 58.50% | +8.50% | +17.18% | -23.36% | -8.42% | 27:41 | 15:50 | 24:44 | 26:49 | 29:33 | 45:27 | 04:49 | 03:34 |
 | Viper | 52 | 45.22% | 86.0 | 59.62% | +24.70% | +9.61% | +9.61% | 0.00% | 26:34 | 14:29 | 20:44 | 24:52 | 29:13 | 51:05 | 08:29 | 06:17 |
 | Winter Wyvern | 18 | 11.76% | 84.9 | 72.22% | +20.37% | -12.22% | +2.78% | 0.96% | 30:18 | 19:22 | 22:13 | 28:33 | 37:49 | 51:14 | 15:36 | 11:33 |
 | Disruptor | 7 | 33.33% | 83.7 | 71.43% | +21.43% | +28.57% | +28.57% | 0.00% | 26:51 | 17:19 | 20:03 | 28:44 | 28:50 | 40:01 | 08:47 | 06:30 |
 | Warlock | 38 | 35.19% | 82.6 | 60.53% | +13.39% | -10.53% | +28.36% | 3.79% | 30:08 | 18:37 | 23:48 | 29:47 | 34:03 | 41:29 | 10:15 | 07:35 |
 | Templar Assassin | 37 | 34.58% | 81.4 | 59.46% | +9.46% | -15.02% | +7.21% | 2.05% | 30:35 | 18:53 | 24:25 | 29:14 | 35:15 | 46:24 | 10:50 | 08:01 |
 | Batrider | 15 | 21.74% | 80.2 | 66.67% | +18.52% | +33.33% | -16.67% | -7.18% | 30:17 | 24:04 | 24:38 | 29:14 | 31:36 | 45:51 | 06:58 | 05:09 |
 | Clockwerk | 61 | 36.09% | 79.1 | 55.74% | +10.37% | -9.07% | -2.41% | 0.77% | 26:31 | 14:34 | 21:24 | 26:15 | 30:01 | 41:42 | 08:37 | 06:22 |
 | Snapfire | 80 | 40.00% | 77.9 | 53.75% | +7.08% | +11.25% | +1.25% | -1.48% | 23:40 | 12:44 | 19:35 | 21:53 | 26:21 | 46:07 | 06:46 | 05:00 |
 | Abaddon | 7 | 22.58% | 76.7 | 71.43% | +25.60% | -21.43% | +28.57% | 6.17% | 30:59 | 25:19 | 25:20 | 30:06 | 33:26 | 40:31 | 08:06 | 06:00 |
 | Doom | 15 | 15.96% | 75.6 | 66.67% | +16.04% | -16.67% | +8.33% | 2.70% | 30:55 | 20:53 | 25:05 | 28:40 | 34:21 | 42:36 | 09:16 | 06:51 |
 | Keeper of the Light | 53 | 43.80% | 74.4 | 52.83% | -0.11% | +1.02% | +1.02% | 0.00% | 20:09 | 11:42 | 16:36 | 18:35 | 22:13 | 40:21 | 05:37 | 04:09 |
 | Nyx Assassin | 17 | 32.08% | 73.3 | 58.82% | +0.49% | -8.82% | +16.18% | 2.31% | 26:57 | 16:12 | 20:23 | 25:06 | 31:12 | 46:05 | 10:49 | 08:00 |
 | Enchantress | 108 | 76.60% | 72.1 | 48.15% | +8.76% | -7.41% | +11.11% | 2.55% | 22:34 | 12:42 | 18:33 | 21:20 | 25:48 | 37:09 | 07:15 | 05:22 |
 | Medusa | 14 | 17.72% | 70.9 | 64.29% | +11.98% | +35.71% | +2.38% | 0.00% | 32:01 | 24:20 | 26:41 | 32:43 | 35:02 | 44:17 | 08:21 | 06:11 |
 | Grimstroke | 22 | 22.22% | 69.8 | 59.09% | +20.13% | -9.09% | -19.09% | -0.74% | 32:33 | 21:57 | 25:52 | 31:40 | 39:19 | 48:21 | 13:27 | 09:57 |
 | Rubick | 25 | 26.60% | 68.6 | 56.00% | +8.17% | +27.33% | -22.67% | -3.16% | 27:58 | 16:01 | 19:01 | 26:19 | 34:50 | 47:51 | 15:49 | 11:42 |
 | Pugna | 17 | 43.59% | 67.4 | 52.94% | +25.67% | +47.06% | +22.06% | -2.42% | 24:52 | 16:08 | 18:02 | 24:51 | 28:23 | 42:01 | 10:21 | 07:40 |
 | Jakiro | 38 | 62.30% | 66.3 | 47.37% | +8.24% | -7.37% | -2.93% | 0.56% | 26:03 | 16:49 | 21:53 | 24:53 | 29:52 | 39:27 | 07:59 | 05:54 |
 | Death Prophet | 6 | 4.80% | 65.1 | 83.33% | +29.55% | +16.67% | +16.67% | 0.00% | 25:40 | 14:18 | 22:30 | 24:16 | 33:07 | 34:12 | 10:37 | 07:51 |
 | Zeus | 21 | 13.73% | 64.0 | 57.14% | +7.14% | +22.86% | -17.14% | -2.66% | 27:37 | 13:06 | 19:38 | 26:07 | 34:41 | 47:53 | 15:03 | 11:08 |
 | Necrophos | 8 | 20.51% | 62.8 | 62.50% | +14.11% | +37.50% | -62.50% | -8.47% | 17:56 | 11:13 | 12:07 | 15:00 | 23:55 | 27:51 | 11:48 | 08:44 |
 | Dazzle | 23 | 44.23% | 61.6 | 47.83% | +6.45% | +18.84% | -47.83% | -9.26% | 30:23 | 16:52 | 27:12 | 30:03 | 34:24 | 52:45 | 07:12 | 05:20 |
 | Weaver | 7 | 8.05% | 60.5 | 71.43% | +21.43% | -21.43% | +28.57% | 5.95% | 31:00 | 16:20 | 25:23 | 29:24 | 33:47 | 42:24 | 08:24 | 06:13 |
 | Sniper | 15 | 51.72% | 59.3 | 46.67% | -10.47% | -21.67% | +3.33% | 3.13% | 26:29 | 15:40 | 20:31 | 27:16 | 28:31 | 46:32 | 08:00 | 05:55 |
 | Hoodwink | 32 | 32.65% | 58.1 | 46.88% | +4.46% | +3.12% | +15.62% | 1.58% | 24:23 | 16:24 | 20:00 | 22:18 | 27:56 | 46:09 | 07:56 | 05:52 |
 | Outworld Destroyer | 1 | 20.00% | 57.0 | 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 |
 | Lion | 7 | 29.17% | 55.8 | 57.14% | +21.85% | -7.14% | -7.14% | 0.00% | 33:34 | 25:52 | 28:57 | 31:52 | 32:58 | 42:43 | 04:01 | 02:58 |
 | Mirana | 23 | 27.06% | 54.7 | 47.83% | -5.40% | +18.84% | -31.16% | -7.65% | 25:17 | 17:13 | 21:50 | 25:15 | 28:22 | 34:00 | 06:32 | 04:50 |
 | Shadow Shaman | 8 | 11.43% | 53.5 | 62.50% | +20.56% | -12.50% | +37.50% | 0.00% | 31:19 | 21:41 | 25:37 | 26:06 | 32:35 | 46:05 | 06:58 | 05:09 |
 | Phoenix | 8 | 10.00% | 52.3 | 62.50% | +13.89% | -62.50% | -12.50% | 7.32% | 25:31 | 18:02 | 20:34 | 23:06 | 27:24 | 34:44 | 06:50 | 05:03 |
 | Sand King | 4 | 9.09% | 51.2 | 75.00% | +40.00% | +25.00% | +25.00% | 0.00% | 23:37 | 17:30 | 17:30 | 22:51 | 25:45 | 28:23 | 08:15 | 06:06 |
 | Witch Doctor | 9 | 52.94% | 50.0 | 44.44% | +6.94% | +5.56% | -44.44% | -6.96% | 23:58 | 16:48 | 17:53 | 22:42 | 25:04 | 34:18 | 07:11 | 05:19 |
 | Marci | 12 | 4.58% | 48.8 | 58.33% | +9.13% | -25.00% | -25.00% | 0.00% | 32:51 | 21:47 | 28:10 | 31:27 | 33:37 | 47:43 | 05:27 | 04:02 |
 | Io | 2 | 3.13% | 47.7 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 25:19 | 20:55 | 20:55 | 29:43 | 29:43 | 29:43 | 08:48 | 06:31 |
 | Venomancer | 6 | 28.57% | 46.5 | 50.00% | -10.00% | 0.00% | -50.00% | -8.26% | 20:22 | 16:11 | 17:02 | 18:22 | 23:05 | 27:43 | 06:03 | 04:28 |
 | Crystal Maiden | 25 | 38.46% | 45.3 | 36.00% | +1.00% | +14.00% | -2.67% | -2.91% | 25:45 | 19:48 | 22:16 | 24:57 | 28:00 | 39:49 | 05:44 | 04:14 |
 | Lina | 5 | 9.62% | 44.2 | 60.00% | +11.06% | +40.00% | +40.00% | 0.00% | 27:14 | 12:26 | 12:26 | 32:53 | 33:45 | 42:42 | 21:19 | 15:47 |
 | Terrorblade | 10 | 8.93% | 43.0 | 50.00% | +4.90% | +16.67% | 0.00% | 0.00% | 30:19 | 21:10 | 23:33 | 28:32 | 29:52 | 56:30 | 06:19 | 04:40 |
 | Windranger | 13 | 26.53% | 41.9 | 38.46% | -8.76% | -5.13% | -38.46% | -2.47% | 33:06 | 14:10 | 23:56 | 31:26 | 37:27 | 50:42 | 13:31 | 10:00 |
 | Clinkz | 1 | 7.69% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 00:00 | 00:00 |
 | Dark Seer | 1 | 7.69% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 00:00 | 00:00 |
 | Lich | 9 | 47.37% | 38.4 | 33.33% | +13.33% | +66.67% | +16.67% | -5.59% | 31:50 | 18:16 | 25:44 | 27:28 | 34:41 | 47:49 | 08:57 | 06:37 |
 | Undying | 4 | 19.05% | 37.2 | 50.00% | -14.71% | +50.00% | -50.00% | -7.50% | 28:56 | 19:57 | 19:57 | 25:58 | 33:17 | 36:30 | 13:20 | 09:52 |
 | Earthshaker | 2 | 33.33% | 36.0 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 32:34 | 22:50 | 22:50 | 42:18 | 42:18 | 42:18 | 19:28 | 14:25 |
 | Vengeful Spirit | 1 | 5.00% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:41 | 25:41 | 25:41 | 25:41 | 25:41 | 25:41 | 00:00 | 00:00 |
 | Brewmaster | 3 | 4.84% | 33.7 | 66.67% | +20.91% | +33.33% | 0.00% | 0.00% | 23:51 | 12:26 | 12:26 | 28:46 | 30:22 | 30:22 | 17:56 | 13:17 |
 | Tidehunter | 1 | 4.76% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 00:00 | 00:00 |
 | Centaur Warrunner | 4 | 11.76% | 31.4 | 50.00% | +3.33% | +50.00% | +50.00% | 0.00% | 29:00 | 24:14 | 24:14 | 26:20 | 27:09 | 38:16 | 02:55 | 02:09 |
 | Puck | 5 | 1.74% | 30.2 | 60.00% | +4.88% | +40.00% | +40.00% | 0.00% | 33:22 | 26:19 | 26:19 | 34:14 | 34:57 | 43:17 | 08:38 | 06:23 |
 | Enigma | 3 | 2.10% | 29.1 | 66.67% | +7.38% | +33.33% | 0.00% | 0.00% | 34:31 | 27:59 | 27:59 | 34:55 | 40:38 | 40:38 | 12:39 | 09:22 |
 | Silencer | 4 | 57.14% | 27.9 | 25.00% | -8.33% | +75.00% | -25.00% | 0.00% | 28:32 | 20:49 | 20:49 | 21:39 | 31:30 | 40:11 | 10:41 | 07:54 |
 | Nature's Prophet | 4 | 4.71% | 26.7 | 50.00% | -5.56% | -50.00% | +50.00% | 0.00% | 26:34 | 21:50 | 21:50 | 22:31 | 30:33 | 31:23 | 08:43 | 06:27 |
 | Kunkka | 1 | 1.16% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 00:00 | 00:00 |
 | Ember Spirit | 1 | 0.65% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 00:00 | 00:00 |
 | Void Spirit | 1 | 0.61% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 00:00 | 00:00 |
 | Mars | 1 | 0.55% | 22.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 00:00 | 00:00 |
 | Sven | 2 | 8.00% | 20.9 | 50.00% | -2.17% | +50.00% | 0.00% | 0.00% | 34:15 | 33:42 | 33:42 | 34:47 | 34:47 | 34:47 | 01:05 | 00:48 |
 | Razor | 5 | 3.18% | 19.8 | 40.00% | -4.74% | +60.00% | +60.00% | 0.00% | 32:57 | 24:40 | 24:40 | 30:01 | 39:15 | 41:03 | 14:35 | 10:48 |
 | Queen of Pain | 2 | 5.88% | 18.6 | 50.00% | -3.13% | -50.00% | 0.00% | 0.00% | 27:49 | 27:21 | 27:21 | 28:16 | 28:16 | 28:16 | 00:55 | 00:40 |
 | Pudge | 2 | 3.77% | 17.4 | 50.00% | +0.98% | +50.00% | 0.00% | 0.00% | 38:40 | 24:48 | 24:48 | 52:31 | 52:31 | 52:31 | 27:43 | 20:31 |
 | Dragon Knight | 8 | 5.37% | 16.3 | 25.00% | -20.39% | +25.00% | -25.00% | 0.00% | 28:20 | 18:10 | 19:04 | 26:36 | 32:11 | 42:51 | 13:07 | 09:42 |
 | Timbersaw | 2 | 1.87% | 15.1 | 50.00% | +4.29% | +50.00% | 0.00% | 0.00% | 29:54 | 29:41 | 29:41 | 30:06 | 30:06 | 30:06 | 00:25 | 00:18 |
 | Underlord | 3 | 5.26% | 14.0 | 33.33% | -18.52% | -33.33% | 0.00% | 0.00% | 35:40 | 22:56 | 22:56 | 41:18 | 42:47 | 42:47 | 19:51 | 14:42 |
 | Morphling | 5 | 8.33% | 12.8 | 20.00% | -27.27% | -20.00% | -20.00% | 0.00% | 33:42 | 27:40 | 27:40 | 33:15 | 34:37 | 42:18 | 06:57 | 05:08 |
 | Beastmaster | 6 | 3.47% | 11.6 | 16.67% | -42.01% | -16.67% | -16.67% | 0.00% | 36:52 | 20:55 | 27:39 | 37:26 | 44:19 | 51:08 | 16:40 | 12:20 |
 | Dawnbreaker | 9 | 3.16% | 10.5 | 11.11% | -32.73% | -11.11% | -11.11% | 0.00% | 26:12 | 18:51 | 22:13 | 23:57 | 27:32 | 43:01 | 05:19 | 03:56 |
 | Shadow Demon | 3 | 21.43% | 9.3 | 0.00% | -36.36% | 0.00% | 0.00% | 0.00% | 27:37 | 17:49 | 17:49 | 26:04 | 38:57 | 38:57 | 21:08 | 15:39 |
 | Monkey King | 1 | 0.56% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:17 | 30:17 | 30:17 | 30:17 | 30:17 | 30:17 | 00:00 | 00:00 |
 | Visage | 2 | 1.96% | 7.0 | 0.00% | -57.00% | 0.00% | 0.00% | 0.00% | 41:00 | 34:36 | 34:36 | 47:23 | 47:23 | 47:23 | 12:47 | 09:28 |
 | Earth Spirit | 1 | 2.08% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 00:00 | 00:00 |
 | Gyrocopter | 4 | 21.05% | 4.7 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 34:43 | 27:01 | 27:01 | 30:15 | 37:19 | 44:18 | 10:18 | 07:37 |
 | Invoker | 2 | 4.35% | 3.5 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 30:55 | 18:17 | 18:17 | 43:33 | 43:33 | 43:33 | 25:16 | 18:42 |
 | Alchemist | 2 | 2.22% | 2.3 | 0.00% | -46.59% | 0.00% | 0.00% | 0.00% | 38:31 | 28:04 | 28:04 | 48:57 | 48:57 | 48:57 | 20:53 | 15:28 |
 | Axe | 1 | 20.00% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 |