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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 | 662 | 12.76% | 72.7 | 56.19% | +10.06% | +7.06% | -7.71% | -1.55% | 27:12 | 08:48 | 21:59 | 26:20 | 31:32 | 59:11 | 07:04 |
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 | |
 | Ancient Apparition | 5 | 41.67% | 100.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 26:55 | 13:25 | 13:25 | 29:46 | 32:26 | 42:23 | 19:01 | 14:05 |
 | Dazzle | 1 | 50.00% | 98.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:02 | 17:02 | 17:02 | 17:02 | 17:02 | 17:02 | 00:00 | 00:00 |
 | Treant Protector | 12 | 25.00% | 97.1 | 83.33% | +33.33% | +16.67% | -16.66% | -3.02% | 36:46 | 27:00 | 30:07 | 34:32 | 41:10 | 59:11 | 11:03 | 08:11 |
 | Terrorblade | 8 | 14.29% | 95.7 | 87.50% | +43.75% | +12.50% | -37.50% | 0.00% | 32:06 | 28:34 | 28:53 | 31:31 | 34:27 | 35:29 | 05:34 | 04:07 |
 | Templar Assassin | 26 | 22.22% | 94.2 | 73.08% | +26.93% | -1.65% | -6.41% | -0.64% | 30:53 | 23:12 | 26:21 | 29:42 | 33:44 | 44:51 | 07:23 | 05:28 |
 | Pugna | 50 | 43.10% | 92.8 | 66.00% | +26.61% | -12.15% | -7.67% | 0.57% | 26:30 | 14:54 | 21:37 | 24:54 | 29:25 | 56:34 | 07:48 | 05:46 |
 | Enchantress | 62 | 68.13% | 91.3 | 62.90% | +18.07% | +5.85% | +3.77% | -0.31% | 24:14 | 15:22 | 20:02 | 23:15 | 26:45 | 48:27 | 06:43 | 04:58 |
 | Crystal Maiden | 2 | 25.00% | 89.9 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 28:39 | 19:33 | 19:33 | 37:44 | 37:44 | 37:44 | 18:11 | 13:28 |
 | Doom | 4 | 8.16% | 88.4 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 27:20 | 16:35 | 16:35 | 26:48 | 31:45 | 34:12 | 15:10 | 11:14 |
 | Drow Ranger | 10 | 71.43% | 87.0 | 60.00% | +35.00% | -26.67% | -10.00% | 1.60% | 23:58 | 15:20 | 17:04 | 21:31 | 27:29 | 44:43 | 10:25 | 07:42 |
 | Snapfire | 15 | 17.24% | 85.5 | 66.67% | +25.00% | +8.33% | +8.33% | 0.00% | 24:18 | 16:45 | 18:54 | 25:59 | 27:54 | 32:29 | 09:00 | 06:40 |
 | Shadow Shaman | 11 | 11.46% | 84.1 | 72.73% | +26.85% | -6.06% | -6.06% | 0.00% | 28:38 | 14:25 | 25:12 | 29:54 | 31:37 | 42:15 | 06:25 | 04:45 |
 | Chen | 4 | 28.57% | 82.6 | 75.00% | +65.00% | +25.00% | -75.00% | -18.29% | 29:58 | 22:50 | 22:50 | 23:11 | 28:18 | 45:31 | 05:28 | 04:02 |
 | Keeper of the Light | 83 | 58.45% | 81.2 | 50.60% | -3.64% | -2.98% | -2.98% | 0.00% | 21:30 | 11:51 | 15:43 | 20:12 | 25:15 | 41:01 | 09:32 | 07:03 |
 | Medusa | 14 | 16.87% | 79.7 | 64.29% | +17.91% | +35.71% | -30.96% | -5.26% | 32:10 | 21:31 | 26:09 | 32:22 | 38:50 | 43:29 | 12:41 | 09:23 |
 | Hoodwink | 35 | 31.25% | 78.3 | 54.29% | +7.54% | +1.27% | -9.85% | -1.96% | 25:41 | 16:27 | 21:49 | 25:13 | 27:29 | 52:15 | 05:40 | 04:11 |
 | Vengeful Spirit | 4 | 23.53% | 76.8 | 75.00% | +13.46% | +25.00% | +25.00% | 0.00% | 29:12 | 25:23 | 25:23 | 28:01 | 29:22 | 34:03 | 03:59 | 02:57 |
 | Mirana | 29 | 32.58% | 75.4 | 51.72% | -3.28% | +5.42% | +5.42% | 0.00% | 28:11 | 17:55 | 23:30 | 27:45 | 30:55 | 41:24 | 07:25 | 05:29 |
 | Ogre Magi | 17 | 37.78% | 73.9 | 52.94% | +20.80% | +47.06% | -2.94% | -6.17% | 29:50 | 20:38 | 25:57 | 28:52 | 34:03 | 40:49 | 08:06 | 06:00 |
 | Nyx Assassin | 7 | 30.43% | 72.5 | 57.14% | -5.36% | +42.86% | -7.14% | -14.22% | 22:54 | 16:31 | 20:09 | 22:43 | 23:40 | 30:51 | 03:31 | 02:36 |
 | Witch Doctor | 1 | 20.00% | 71.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 00:00 | 00:00 |
 | Bane | 33 | 20.25% | 69.6 | 48.48% | -6.90% | +14.02% | -10.98% | -2.75% | 32:44 | 21:36 | 27:15 | 31:21 | 36:21 | 51:05 | 09:06 | 06:44 |
 | Tiny | 14 | 9.15% | 68.1 | 57.14% | +11.82% | +17.86% | -23.81% | -9.51% | 27:07 | 21:34 | 24:47 | 27:01 | 29:10 | 31:34 | 04:23 | 03:14 |
 | Viper | 21 | 47.73% | 66.7 | 42.86% | +8.08% | +17.14% | -22.86% | -5.78% | 27:47 | 14:34 | 22:30 | 26:09 | 29:25 | 49:59 | 06:55 | 05:07 |
 | Venomancer | 3 | 25.00% | 65.2 | 66.67% | +33.34% | +33.33% | 0.00% | -6.80% | 21:01 | 19:03 | 19:03 | 20:04 | 23:57 | 23:57 | 04:54 | 03:37 |
 | Tusk | 9 | 18.75% | 63.8 | 55.56% | +19.66% | +44.44% | -5.56% | -4.38% | 28:31 | 20:06 | 20:36 | 27:34 | 32:01 | 44:23 | 11:25 | 08:27 |
 | Necrophos | 4 | 8.89% | 62.3 | 75.00% | +21.34% | +25.00% | +25.00% | 0.00% | 17:49 | 08:48 | 08:48 | 13:46 | 23:30 | 25:11 | 14:42 | 10:53 |
 | Grimstroke | 23 | 17.97% | 60.9 | 47.83% | +7.83% | +18.84% | +18.84% | 0.00% | 29:08 | 14:43 | 24:33 | 29:46 | 32:53 | 42:26 | 08:20 | 06:10 |
 | Dawnbreaker | 1 | 16.67% | 59.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Abaddon | 14 | 21.21% | 58.0 | 50.00% | -7.69% | -25.00% | +16.67% | 7.35% | 28:51 | 22:01 | 25:53 | 27:16 | 31:33 | 36:46 | 05:40 | 04:11 |
 | Sniper | 3 | 100.00% | 56.5 | 33.33% | +33.33% | -33.33% | 0.00% | 10.10% | 25:33 | 23:46 | 23:46 | 25:49 | 27:04 | 27:04 | 03:18 | 02:26 |
 | Phoenix | 4 | 7.27% | 55.1 | 75.00% | +33.82% | -75.00% | +25.00% | 0.00% | 22:16 | 16:38 | 16:38 | 19:11 | 25:18 | 27:55 | 08:40 | 06:25 |
 | Lina | 4 | 7.27% | 53.6 | 75.00% | +22.06% | +25.00% | -75.00% | 0.00% | 32:00 | 16:53 | 16:53 | 21:01 | 34:30 | 55:35 | 17:37 | 13:02 |
 | Lion | 4 | 44.44% | 52.2 | 50.00% | +10.00% | -50.00% | +50.00% | 0.00% | 31:05 | 29:21 | 29:21 | 29:53 | 31:12 | 33:52 | 01:51 | 01:22 |
 | Elder Titan | 1 | 14.29% | 50.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 00:00 | 00:00 |
 | Undying | 8 | 22.86% | 49.3 | 50.00% | -5.56% | +50.00% | 0.00% | -5.55% | 30:07 | 22:46 | 26:03 | 27:28 | 35:04 | 38:13 | 09:01 | 06:40 |
 | Clockwerk | 11 | 26.19% | 47.8 | 45.45% | -2.94% | -12.12% | -12.12% | 0.00% | 29:54 | 22:01 | 23:29 | 28:20 | 31:45 | 51:38 | 08:16 | 06:07 |
 | Skywrath Mage | 5 | 12.82% | 46.4 | 60.00% | +15.88% | +40.00% | +40.00% | 0.00% | 23:55 | 17:08 | 17:08 | 21:14 | 31:06 | 32:34 | 13:58 | 10:20 |
 | Windranger | 3 | 11.54% | 44.9 | 66.67% | -11.59% | -66.67% | 0.00% | 0.00% | 29:27 | 24:57 | 24:57 | 30:25 | 32:59 | 32:59 | 08:02 | 05:57 |
 | Death Prophet | 7 | 5.34% | 43.5 | 57.14% | +8.75% | -7.14% | +42.86% | 0.00% | 26:36 | 21:14 | 22:14 | 26:05 | 26:51 | 37:04 | 04:37 | 03:25 |
 | Jakiro | 8 | 30.77% | 42.0 | 37.50% | -12.50% | +12.50% | +12.50% | 0.00% | 26:54 | 22:23 | 22:36 | 24:41 | 30:06 | 31:47 | 07:30 | 05:33 |
 | Sand King | 5 | 3.33% | 40.6 | 60.00% | +7.59% | -60.00% | -60.00% | 0.00% | 24:44 | 13:44 | 13:44 | 27:08 | 28:33 | 37:13 | 14:49 | 10:58 |
 | Shadow Demon | 6 | 8.00% | 39.1 | 50.00% | -5.07% | +50.00% | -50.00% | 0.00% | 34:07 | 19:50 | 23:24 | 34:15 | 43:39 | 44:55 | 20:15 | 15:00 |
 | Batrider | 8 | 24.24% | 37.7 | 37.50% | -22.50% | +12.50% | +12.50% | 0.00% | 28:53 | 17:44 | 19:32 | 30:38 | 34:11 | 37:01 | 14:39 | 10:51 |
 | Rubick | 13 | 30.23% | 36.2 | 30.77% | -29.23% | +35.90% | +2.56% | -3.37% | 28:24 | 19:27 | 19:41 | 24:43 | 29:34 | 53:50 | 09:53 | 07:19 |
 | Luna | 4 | 11.76% | 34.8 | 50.00% | +6.67% | +50.00% | +50.00% | 0.00% | 35:41 | 31:25 | 31:25 | 35:08 | 35:33 | 40:38 | 04:08 | 03:03 |
 | Nature's Prophet | 1 | 2.94% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:38 | 17:38 | 17:38 | 17:38 | 17:38 | 17:38 | 00:00 | 00:00 |
 | Underlord | 1 | 2.38% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:47 | 19:47 | 19:47 | 19:47 | 19:47 | 19:47 | 00:00 | 00:00 |
 | Invoker | 1 | 2.04% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:32 | 18:32 | 18:32 | 18:32 | 18:32 | 18:32 | 00:00 | 00:00 |
 | Magnus | 2 | 18.18% | 29.0 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 26:01 | 23:16 | 23:16 | 28:45 | 28:45 | 28:45 | 05:29 | 04:03 |
 | Puck | 1 | 1.69% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 00:00 | 00:00 |
 | Weaver | 4 | 4.88% | 26.1 | 50.00% | -2.56% | -50.00% | -50.00% | 0.00% | 21:46 | 18:52 | 18:52 | 21:35 | 22:01 | 24:37 | 03:09 | 02:20 |
 | Dark Willow | 2 | 15.38% | 24.6 | 50.00% | +22.73% | +50.00% | 0.00% | 0.00% | 19:52 | 18:35 | 18:35 | 21:08 | 21:08 | 21:08 | 02:33 | 01:53 |
 | Mars | 1 | 0.53% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 00:00 | 00:00 |
 | Visage | 2 | 7.69% | 21.7 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 24:48 | 21:58 | 21:58 | 27:37 | 27:37 | 27:37 | 05:39 | 04:11 |
 | Dragon Knight | 5 | 3.25% | 20.3 | 40.00% | -6.98% | +60.00% | -40.00% | -4.80% | 36:43 | 26:13 | 26:13 | 34:07 | 47:03 | 47:21 | 20:50 | 15:25 |
 | Lich | 3 | 17.65% | 18.8 | 33.33% | +11.90% | -33.33% | 0.00% | 2.60% | 28:42 | 20:40 | 20:40 | 31:56 | 33:29 | 33:29 | 12:49 | 09:29 |
 | Gyrocopter | 4 | 8.33% | 17.4 | 25.00% | -13.64% | -25.00% | -25.00% | 0.00% | 33:15 | 28:55 | 28:55 | 31:15 | 33:00 | 39:48 | 04:05 | 03:01 |
 | Tidehunter | 4 | 7.41% | 15.9 | 25.00% | -13.00% | -25.00% | +75.00% | 0.00% | 30:38 | 22:30 | 22:30 | 27:06 | 35:27 | 37:28 | 12:57 | 09:35 |
 | Disruptor | 1 | 6.25% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 00:00 | 00:00 |
 | Spirit Breaker | 1 | 11.11% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:11 | 51:11 | 51:11 | 51:11 | 51:11 | 51:11 | 00:00 | 00:00 |
 | Omniknight | 1 | 9.09% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:22 | 23:22 | 23:22 | 23:22 | 23:22 | 23:22 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 2.56% | 10.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:45 | 16:45 | 16:45 | 16:45 | 16:45 | 16:45 | 00:00 | 00:00 |
 | Techies | 3 | 16.67% | 8.7 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 24:45 | 21:48 | 21:48 | 26:10 | 26:16 | 26:16 | 04:28 | 03:18 |
 | Monkey King | 1 | 1.16% | 7.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 00:00 | 00:00 |
 | Winter Wyvern | 3 | 15.00% | 5.8 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 34:40 | 24:30 | 24:30 | 34:45 | 44:45 | 44:45 | 20:15 | 15:00 |
 | Centaur Warrunner | 1 | 6.25% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 2.78% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 |
 | Beastmaster | 2 | 5.56% | 1.4 | 0.00% | -70.59% | 0.00% | 0.00% | 0.00% | 33:17 | 31:06 | 31:06 | 35:27 | 35:27 | 35:27 | 04:21 | 03:13 |