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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 | 411 | 10.20% | 74.6 | 56.20% | +9.05% | -2.80% | -4.74% | -0.19% | 27:48 | 13:04 | 22:21 | 27:43 | 32:23 | 56:25 | 07:25 |
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 | |
 | Crystal Maiden | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 00:00 | 00:00 |
 | Keeper of the Light | 5 | 100.00% | 98.6 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 22:17 | 13:23 | 13:23 | 18:39 | 19:31 | 44:07 | 06:08 | 04:32 |
 | Earthshaker | 4 | 26.67% | 97.2 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 22:05 | 19:26 | 19:26 | 21:46 | 22:42 | 24:26 | 03:16 | 02:25 |
 | Enchantress | 8 | 44.44% | 95.8 | 87.50% | +17.50% | -37.50% | +12.50% | 4.98% | 25:23 | 16:08 | 18:44 | 25:42 | 28:47 | 34:12 | 10:03 | 07:26 |
 | Disruptor | 8 | 10.26% | 94.4 | 100.00% | +55.71% | 0.00% | 0.00% | 0.00% | 24:00 | 20:12 | 21:06 | 21:46 | 24:24 | 32:41 | 03:18 | 02:26 |
 | Undying | 8 | 30.77% | 93.0 | 87.50% | +54.17% | -37.50% | +12.50% | 7.61% | 29:29 | 24:51 | 24:56 | 30:50 | 31:30 | 33:47 | 06:34 | 04:51 |
 | Warlock | 1 | 50.00% | 91.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:43 | 26:43 | 26:43 | 26:43 | 26:43 | 26:43 | 00:00 | 00:00 |
 | Medusa | 13 | 20.00% | 90.1 | 84.62% | +25.00% | +15.38% | -17.95% | -5.28% | 33:11 | 26:32 | 29:48 | 33:41 | 36:07 | 38:59 | 06:19 | 04:40 |
 | Ancient Apparition | 4 | 66.67% | 88.7 | 75.00% | +75.00% | -75.00% | +25.00% | 15.19% | 25:29 | 21:31 | 21:31 | 21:50 | 28:06 | 30:27 | 06:35 | 04:52 |
 | Templar Assassin | 13 | 26.00% | 87.3 | 69.23% | +17.88% | +30.77% | -35.90% | -10.64% | 30:54 | 22:57 | 26:55 | 30:14 | 33:11 | 39:46 | 06:16 | 04:38 |
 | Tusk | 3 | 9.68% | 85.9 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 29:09 | 27:25 | 27:25 | 28:39 | 31:23 | 31:23 | 03:58 | 02:56 |
 | Bane | 10 | 6.80% | 84.5 | 80.00% | +28.91% | +20.00% | -30.00% | -9.62% | 31:02 | 22:45 | 29:02 | 30:11 | 34:14 | 38:34 | 05:12 | 03:51 |
 | Outworld Destroyer | 17 | 23.61% | 83.1 | 64.71% | +19.26% | +10.29% | +10.29% | 0.00% | 18:59 | 14:15 | 14:40 | 17:13 | 21:54 | 28:59 | 07:14 | 05:21 |
 | Nyx Assassin | 10 | 18.52% | 81.7 | 70.00% | +24.55% | -3.33% | -20.00% | -1.50% | 25:20 | 18:47 | 20:20 | 22:28 | 31:27 | 40:34 | 11:07 | 08:14 |
 | Hoodwink | 14 | 24.14% | 80.3 | 64.29% | +5.20% | +35.71% | -30.96% | -4.93% | 29:42 | 18:02 | 21:17 | 27:21 | 34:49 | 54:28 | 13:32 | 10:01 |
 | Lion | 20 | 29.85% | 78.9 | 60.00% | +6.81% | -20.00% | 0.00% | 3.72% | 34:08 | 25:06 | 29:21 | 32:05 | 34:44 | 54:32 | 05:23 | 03:59 |
 | Drow Ranger | 17 | 60.71% | 77.5 | 52.94% | +34.76% | -2.94% | -27.94% | -1.99% | 26:21 | 14:42 | 20:57 | 23:58 | 33:30 | 37:31 | 12:33 | 09:17 |
 | Jakiro | 12 | 34.29% | 76.1 | 58.33% | +10.50% | -25.00% | +8.34% | 4.59% | 25:03 | 15:47 | 20:14 | 24:02 | 27:30 | 36:11 | 07:16 | 05:22 |
 | Grimstroke | 17 | 16.19% | 74.6 | 58.82% | +20.18% | -8.82% | +16.18% | 2.84% | 27:23 | 17:33 | 22:08 | 25:45 | 30:56 | 48:43 | 08:48 | 06:31 |
 | Rubick | 12 | 22.22% | 73.2 | 58.33% | +10.71% | -58.33% | +8.34% | 0.00% | 27:15 | 20:12 | 21:46 | 27:11 | 31:13 | 36:11 | 09:27 | 07:00 |
 | Pudge | 1 | 20.00% | 71.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:44 | 21:44 | 21:44 | 21:44 | 21:44 | 21:44 | 00:00 | 00:00 |
 | Skywrath Mage | 2 | 6.90% | 70.4 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 28:03 | 27:43 | 27:43 | 28:23 | 28:23 | 28:23 | 00:40 | 00:29 |
 | Ogre Magi | 23 | 25.56% | 69.0 | 47.83% | +4.55% | +18.84% | -14.50% | -4.14% | 28:22 | 18:31 | 23:29 | 26:10 | 31:32 | 47:02 | 08:03 | 05:57 |
 | Mirana | 9 | 19.15% | 67.6 | 55.56% | -7.60% | -55.56% | +44.44% | 9.62% | 28:56 | 17:43 | 19:08 | 27:43 | 29:32 | 43:13 | 10:24 | 07:42 |
 | Necrophos | 1 | 16.67% | 66.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:04 | 13:04 | 13:04 | 13:04 | 13:04 | 13:04 | 00:00 | 00:00 |
 | Magnus | 8 | 33.33% | 64.8 | 50.00% | -25.00% | -50.00% | -50.00% | 0.00% | 28:28 | 18:54 | 20:23 | 23:26 | 27:35 | 56:25 | 07:12 | 05:20 |
 | Dawnbreaker | 3 | 17.65% | 63.4 | 66.67% | +16.67% | +33.33% | 0.00% | -2.38% | 27:33 | 21:29 | 21:29 | 25:39 | 35:30 | 35:30 | 14:01 | 10:22 |
 | Oracle | 1 | 12.50% | 62.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 00:00 | 00:00 |
 | Viper | 7 | 43.75% | 60.6 | 42.86% | +20.64% | +7.14% | -42.86% | -9.29% | 29:21 | 20:04 | 26:09 | 29:10 | 31:32 | 37:42 | 05:23 | 03:59 |
 | Snapfire | 35 | 28.69% | 59.2 | 37.14% | -9.99% | -26.03% | +29.53% | 5.95% | 26:56 | 16:21 | 22:28 | 27:43 | 31:48 | 41:41 | 09:20 | 06:54 |
 | Witch Doctor | 2 | 50.00% | 57.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 26:54 | 22:31 | 22:31 | 31:17 | 31:17 | 31:17 | 08:46 | 06:29 |
 | Venomancer | 2 | 50.00% | 56.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 17:26 | 16:30 | 16:30 | 18:22 | 18:22 | 18:22 | 01:52 | 01:22 |
 | Shadow Shaman | 1 | 11.11% | 54.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:08 | 21:08 | 21:08 | 21:08 | 21:08 | 21:08 | 00:00 | 00:00 |
 | Silencer | 7 | 36.84% | 53.5 | 42.86% | +1.19% | +7.14% | -42.86% | -9.90% | 25:06 | 20:40 | 21:11 | 23:13 | 26:14 | 33:49 | 05:03 | 03:44 |
 | Centaur Warrunner | 3 | 13.04% | 52.1 | 66.67% | +11.67% | +33.33% | 0.00% | 0.00% | 32:38 | 28:22 | 28:22 | 32:41 | 36:50 | 36:50 | 08:28 | 06:16 |
 | Clockwerk | 9 | 23.68% | 50.7 | 44.44% | -17.63% | +55.56% | +5.56% | -6.37% | 25:29 | 19:07 | 20:25 | 24:09 | 28:16 | 36:26 | 07:51 | 05:48 |
 | Terrorblade | 5 | 9.09% | 49.3 | 60.00% | +12.00% | +40.00% | +40.00% | 0.00% | 32:40 | 28:21 | 28:21 | 31:17 | 33:40 | 38:50 | 05:19 | 03:56 |
 | Abaddon | 6 | 17.65% | 47.9 | 50.00% | -10.71% | 0.00% | -50.00% | 0.00% | 32:32 | 25:02 | 28:43 | 30:16 | 37:01 | 38:28 | 08:18 | 06:08 |
 | Treant Protector | 10 | 27.78% | 46.5 | 40.00% | -2.31% | +60.00% | -40.00% | -11.09% | 29:20 | 23:25 | 24:21 | 30:16 | 33:22 | 36:41 | 09:01 | 06:40 |
 | Weaver | 5 | 4.27% | 45.1 | 60.00% | +8.21% | -60.00% | +40.00% | 0.00% | 21:03 | 15:35 | 15:35 | 22:03 | 22:10 | 23:35 | 06:35 | 04:52 |
 | Nature's Prophet | 1 | 5.56% | 43.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:44 | 28:44 | 28:44 | 28:44 | 28:44 | 28:44 | 00:00 | 00:00 |
 | Luna | 7 | 11.48% | 42.3 | 42.86% | -5.29% | -42.86% | +7.14% | 0.00% | 32:51 | 25:54 | 30:17 | 33:41 | 33:54 | 36:55 | 03:37 | 02:40 |
 | Windranger | 1 | 4.00% | 40.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 00:00 | 00:00 |
 | Morphling | 1 | 3.03% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 00:00 | 00:00 |
 | Dark Willow | 4 | 6.45% | 38.0 | 50.00% | +13.79% | +50.00% | -50.00% | 0.00% | 33:34 | 29:29 | 29:29 | 33:03 | 35:36 | 36:09 | 06:07 | 04:31 |
 | Elder Titan | 3 | 37.50% | 36.6 | 33.33% | -6.67% | +66.67% | 0.00% | 0.00% | 27:57 | 25:30 | 25:30 | 26:53 | 31:27 | 31:27 | 05:57 | 04:24 |
 | Monkey King | 1 | 1.52% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:24 | 21:24 | 21:24 | 21:24 | 21:24 | 21:24 | 00:00 | 00:00 |
 | Shadow Fiend | 7 | 25.93% | 33.8 | 28.57% | -16.43% | +21.43% | +21.43% | 0.00% | 29:39 | 23:07 | 23:39 | 29:37 | 29:42 | 40:13 | 06:03 | 04:28 |
 | Sniper | 3 | 30.00% | 32.4 | 33.33% | -9.53% | +66.67% | 0.00% | 0.00% | 39:28 | 33:28 | 33:28 | 41:53 | 43:03 | 43:03 | 09:35 | 07:05 |
 | Gyrocopter | 6 | 13.33% | 31.0 | 33.33% | -7.70% | +16.67% | -33.33% | -10.07% | 23:25 | 17:48 | 19:48 | 21:40 | 24:46 | 33:43 | 04:58 | 03:40 |
 | Dark Seer | 2 | 8.70% | 29.6 | 50.00% | +11.90% | +50.00% | 0.00% | 0.00% | 25:37 | 17:03 | 17:03 | 34:10 | 34:10 | 34:10 | 17:07 | 12:40 |
 | Batrider | 2 | 7.41% | 28.2 | 50.00% | -2.00% | -50.00% | 0.00% | 0.00% | 29:39 | 29:35 | 29:35 | 29:43 | 29:43 | 29:43 | 00:08 | 00:05 |
 | Tidehunter | 8 | 13.11% | 26.8 | 25.00% | -24.06% | -25.00% | +25.00% | 4.77% | 23:19 | 14:10 | 16:34 | 22:21 | 27:03 | 34:30 | 10:29 | 07:45 |
 | Lina | 2 | 4.00% | 25.4 | 50.00% | +6.25% | -50.00% | 0.00% | 0.00% | 28:50 | 23:11 | 23:11 | 34:28 | 34:28 | 34:28 | 11:17 | 08:21 |
 | Beastmaster | 2 | 3.64% | 23.9 | 50.00% | -10.38% | -50.00% | 0.00% | 0.00% | 32:49 | 32:09 | 32:09 | 33:29 | 33:29 | 33:29 | 01:20 | 00:59 |
 | Death Prophet | 2 | 3.33% | 22.5 | 50.00% | -5.17% | -50.00% | 0.00% | 0.00% | 26:03 | 21:13 | 21:13 | 30:53 | 30:53 | 30:53 | 09:40 | 07:09 |
 | Mars | 2 | 1.33% | 21.1 | 50.00% | -4.73% | +50.00% | 0.00% | 0.00% | 40:23 | 35:26 | 35:26 | 45:20 | 45:20 | 45:20 | 09:54 | 07:20 |
 | Shadow Demon | 5 | 17.86% | 19.7 | 20.00% | -27.83% | -20.00% | +80.00% | 0.00% | 32:22 | 24:34 | 24:34 | 34:54 | 36:07 | 38:39 | 11:33 | 08:33 |
 | Arc Warden | 1 | 100.00% | 18.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |
 | Techies | 1 | 50.00% | 16.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 25.00% | 15.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 00:00 | 00:00 |
 | Underlord | 1 | 5.88% | 14.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 00:00 | 00:00 |
 | Sand King | 2 | 8.70% | 12.7 | 0.00% | -28.57% | 0.00% | 0.00% | 0.00% | 30:32 | 26:25 | 26:25 | 34:38 | 34:38 | 34:38 | 08:13 | 06:05 |
 | Bloodseeker | 2 | 7.14% | 11.3 | 0.00% | -57.69% | 0.00% | 0.00% | 0.00% | 20:56 | 17:20 | 17:20 | 24:32 | 24:32 | 24:32 | 07:12 | 05:20 |
 | Tiny | 1 | 33.33% | 9.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:41 | 29:41 | 29:41 | 29:41 | 29:41 | 29:41 | 00:00 | 00:00 |
 | Pugna | 1 | 33.33% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:34 | 19:34 | 19:34 | 19:34 | 19:34 | 19:34 | 00:00 | 00:00 |
 | Zeus | 1 | 25.00% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:08 | 21:08 | 21:08 | 21:08 | 21:08 | 21:08 | 00:00 | 00:00 |
 | Kunkka | 1 | 0.92% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 00:00 | 00:00 |
 | Invoker | 1 | 1.67% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:37 | 23:37 | 23:37 | 23:37 | 23:37 | 23:37 | 00:00 | 00:00 |
 | Spirit Breaker | 1 | 0.92% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 00:00 | 00:00 |
 | Omniknight | 1 | 100.00% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:53 | 36:53 | 36:53 | 36:53 | 36:53 | 36:53 | 00:00 | 00:00 |