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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 | 484 | 12.74% | 73.6 | 56.61% | +10.53% | +7.85% | -8.68% | -1.65% | 26:56 | 11:51 | 21:31 | 26:10 | 31:31 | 56:34 | 07:24 |
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 | 4 | 44.44% | 100.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 25:32 | 13:25 | 13:25 | 16:34 | 29:46 | 42:23 | 16:21 | 12:06 |
 | Terrorblade | 7 | 14.00% | 98.4 | 100.00% | +53.49% | 0.00% | 0.00% | 0.00% | 31:39 | 28:34 | 28:53 | 31:31 | 31:36 | 35:29 | 02:43 | 02:00 |
 | Chen | 3 | 27.27% | 96.8 | 100.00% | +87.50% | 0.00% | 0.00% | 0.00% | 24:46 | 22:50 | 22:50 | 23:11 | 28:18 | 28:18 | 05:28 | 04:02 |
 | Dazzle | 1 | 50.00% | 95.2 | 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 |
 | Crystal Maiden | 2 | 33.33% | 93.7 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 28:39 | 19:33 | 19:33 | 37:44 | 37:44 | 37:44 | 18:11 | 13:28 |
 | Shadow Shaman | 5 | 8.47% | 92.1 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 23:52 | 14:25 | 14:25 | 26:10 | 28:13 | 32:29 | 13:48 | 10:13 |
 | Drow Ranger | 9 | 69.23% | 90.5 | 66.67% | +41.67% | -16.67% | -16.67% | 0.00% | 24:44 | 15:20 | 16:30 | 23:30 | 27:29 | 44:43 | 10:59 | 08:08 |
 | Enchantress | 48 | 66.67% | 88.9 | 60.42% | +14.59% | +14.58% | -18.75% | -5.29% | 24:13 | 15:22 | 20:02 | 22:42 | 26:20 | 48:27 | 06:18 | 04:40 |
 | Treant Protector | 6 | 19.35% | 87.3 | 83.33% | +39.33% | +16.67% | +16.67% | 0.00% | 36:20 | 30:07 | 33:58 | 34:32 | 41:10 | 43:02 | 07:12 | 05:20 |
 | Templar Assassin | 19 | 20.43% | 85.7 | 68.42% | +22.47% | +11.58% | -8.42% | -2.81% | 31:06 | 23:12 | 26:37 | 29:42 | 33:44 | 44:51 | 07:07 | 05:16 |
 | Keeper of the Light | 68 | 63.55% | 84.1 | 54.41% | -2.00% | -1.47% | -1.47% | 0.00% | 21:27 | 11:51 | 15:43 | 20:08 | 26:19 | 37:42 | 10:36 | 07:51 |
 | Pugna | 29 | 40.85% | 82.5 | 58.62% | +18.14% | -15.76% | -1.48% | 2.05% | 25:00 | 14:54 | 19:55 | 24:42 | 26:52 | 56:34 | 06:57 | 05:08 |
 | Sniper | 2 | 100.00% | 81.0 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 26:27 | 25:49 | 25:49 | 27:04 | 27:04 | 27:04 | 01:15 | 00:55 |
 | Ogre Magi | 15 | 36.59% | 79.4 | 60.00% | +29.23% | +40.00% | -10.00% | -6.17% | 29:45 | 20:38 | 25:57 | 28:48 | 34:03 | 40:49 | 08:06 | 06:00 |
 | Hoodwink | 30 | 31.91% | 77.8 | 56.67% | +9.79% | -6.67% | -13.81% | -1.09% | 26:09 | 16:27 | 21:49 | 25:13 | 28:23 | 52:15 | 06:34 | 04:51 |
 | Vengeful Spirit | 4 | 26.67% | 76.2 | 75.00% | +11.36% | +25.00% | +25.00% | 0.00% | 29:12 | 25:23 | 25:23 | 28:01 | 29:22 | 34:03 | 03:59 | 02:57 |
 | Medusa | 14 | 19.18% | 74.6 | 64.29% | +20.22% | +35.71% | -30.96% | -5.26% | 32:10 | 21:31 | 26:09 | 32:22 | 38:50 | 43:29 | 12:41 | 09:23 |
 | Elder Titan | 1 | 25.00% | 73.0 | 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 |
 | Doom | 2 | 10.00% | 71.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:30 | 26:48 | 26:48 | 34:12 | 34:12 | 34:12 | 07:24 | 05:28 |
 | Venomancer | 3 | 37.50% | 69.8 | 66.67% | +46.67% | +33.33% | 0.00% | -6.80% | 21:01 | 19:03 | 19:03 | 20:04 | 23:57 | 23:57 | 04:54 | 03:37 |
 | Luna | 2 | 7.69% | 68.3 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 36:02 | 31:25 | 31:25 | 40:38 | 40:38 | 40:38 | 09:13 | 06:49 |
 | Bane | 28 | 21.05% | 66.7 | 50.00% | -6.19% | +7.14% | -7.14% | -1.79% | 32:26 | 21:36 | 26:52 | 30:02 | 34:50 | 51:05 | 07:58 | 05:54 |
 | Viper | 15 | 48.39% | 65.1 | 46.67% | +21.67% | +3.33% | -21.67% | -3.61% | 28:29 | 14:34 | 22:30 | 25:08 | 29:25 | 49:59 | 06:55 | 05:07 |
 | Phoenix | 2 | 6.90% | 63.5 | 100.00% | +62.96% | 0.00% | 0.00% | 0.00% | 22:15 | 19:11 | 19:11 | 25:18 | 25:18 | 25:18 | 06:07 | 04:31 |
 | Undying | 7 | 25.93% | 61.9 | 57.14% | -2.86% | +42.86% | -7.14% | -20.13% | 29:24 | 22:46 | 26:03 | 27:28 | 28:32 | 38:13 | 02:29 | 01:50 |
 | Lina | 4 | 9.52% | 60.3 | 75.00% | +17.11% | +25.00% | -75.00% | 0.00% | 32:00 | 16:53 | 16:53 | 21:01 | 34:30 | 55:35 | 17:37 | 13:02 |
 | Dawnbreaker | 1 | 16.67% | 58.7 | 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 |
 | Clockwerk | 10 | 29.41% | 57.1 | 50.00% | +4.17% | +16.67% | -50.00% | -7.65% | 30:41 | 22:43 | 23:45 | 28:20 | 32:28 | 51:38 | 08:43 | 06:27 |
 | Mirana | 18 | 26.87% | 55.6 | 44.44% | -12.70% | -4.44% | +30.56% | 3.95% | 28:26 | 17:55 | 24:10 | 28:06 | 33:02 | 41:24 | 08:52 | 06:34 |
 | Abaddon | 10 | 20.83% | 54.0 | 50.00% | -13.16% | -16.67% | 0.00% | 3.28% | 29:01 | 23:46 | 25:53 | 27:16 | 30:58 | 36:46 | 05:05 | 03:45 |
 | Skywrath Mage | 5 | 14.71% | 52.4 | 60.00% | +15.17% | +40.00% | +40.00% | 0.00% | 23:55 | 17:08 | 17:08 | 21:14 | 31:06 | 32:34 | 13:58 | 10:20 |
 | Grimstroke | 13 | 17.11% | 50.8 | 46.15% | +6.47% | -12.82% | -12.82% | 0.00% | 27:43 | 14:43 | 23:52 | 25:40 | 32:03 | 42:26 | 08:11 | 06:03 |
 | Lion | 2 | 50.00% | 49.2 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 31:37 | 29:21 | 29:21 | 33:52 | 33:52 | 33:52 | 04:31 | 03:20 |
 | Snapfire | 5 | 8.77% | 47.6 | 60.00% | +27.31% | +40.00% | -60.00% | 0.00% | 26:13 | 17:37 | 17:37 | 27:54 | 28:14 | 30:34 | 10:37 | 07:51 |
 | Death Prophet | 7 | 6.19% | 46.0 | 57.14% | +11.86% | -7.14% | +42.86% | 0.00% | 26:36 | 21:14 | 22:14 | 26:05 | 26:51 | 37:04 | 04:37 | 03:25 |
 | Lich | 1 | 9.09% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 00:00 | 00:00 |
 | Nyx Assassin | 4 | 26.67% | 42.9 | 50.00% | -22.73% | +50.00% | -50.00% | -13.99% | 21:39 | 16:31 | 16:31 | 21:24 | 23:40 | 24:59 | 07:09 | 05:17 |
 | Tusk | 6 | 14.63% | 41.3 | 50.00% | +10.00% | +50.00% | +50.00% | 0.00% | 29:30 | 20:06 | 20:36 | 24:36 | 35:18 | 44:23 | 14:42 | 10:53 |
 | Necrophos | 3 | 8.33% | 39.7 | 66.67% | +6.06% | -66.67% | 0.00% | 0.00% | 20:49 | 13:46 | 13:46 | 23:30 | 25:11 | 25:11 | 11:25 | 08:27 |
 | Sand King | 5 | 3.76% | 38.1 | 60.00% | +5.31% | -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 | 9.23% | 36.5 | 50.00% | -9.32% | +50.00% | -50.00% | 0.00% | 34:07 | 19:50 | 23:24 | 34:15 | 43:39 | 44:55 | 20:15 | 15:00 |
 | Jakiro | 5 | 26.32% | 34.9 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 27:57 | 22:36 | 22:36 | 30:06 | 31:16 | 31:47 | 08:40 | 06:25 |
 | Underlord | 1 | 4.17% | 33.3 | 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 |
 | Tiny | 6 | 5.04% | 31.7 | 50.00% | +1.33% | 0.00% | -50.00% | 0.00% | 25:52 | 21:34 | 23:25 | 24:24 | 27:16 | 31:34 | 03:51 | 02:51 |
 | Magnus | 2 | 25.00% | 30.2 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 26:01 | 23:16 | 23:16 | 28:45 | 28:45 | 28:45 | 05:29 | 04:03 |
 | Batrider | 6 | 30.00% | 28.6 | 33.33% | -16.67% | +16.67% | -33.33% | 0.00% | 27:43 | 17:44 | 19:32 | 24:46 | 35:28 | 37:01 | 15:56 | 11:48 |
 | Invoker | 1 | 2.27% | 27.0 | 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 |
 | Dark Willow | 2 | 18.18% | 25.4 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 19:52 | 18:35 | 18:35 | 21:08 | 21:08 | 21:08 | 02:33 | 01:53 |
 | Weaver | 4 | 5.26% | 23.8 | 50.00% | -2.78% | -50.00% | -50.00% | 0.00% | 21:46 | 18:52 | 18:52 | 21:35 | 22:01 | 24:37 | 03:09 | 02:20 |
 | Rubick | 6 | 21.43% | 22.2 | 33.33% | -34.85% | +16.67% | -33.33% | -5.49% | 23:47 | 19:38 | 19:53 | 19:57 | 28:59 | 29:34 | 09:06 | 06:44 |
 | Mars | 1 | 0.79% | 20.6 | 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 |
 | Tidehunter | 4 | 8.89% | 19.0 | 25.00% | -11.59% | -25.00% | +75.00% | 0.00% | 30:38 | 22:30 | 22:30 | 27:06 | 35:27 | 37:28 | 12:57 | 09:35 |
 | Gyrocopter | 4 | 8.70% | 17.5 | 25.00% | -15.48% | -25.00% | -25.00% | 0.00% | 33:15 | 28:55 | 28:55 | 31:15 | 33:00 | 39:48 | 04:05 | 03:01 |
 | Dragon Knight | 4 | 3.67% | 15.9 | 25.00% | -21.67% | +75.00% | -25.00% | -5.49% | 39:20 | 28:50 | 28:50 | 34:07 | 47:03 | 47:21 | 18:13 | 13:29 |
 | Monkey King | 1 | 1.82% | 14.3 | 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 | 1 | 12.50% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:30 | 24:30 | 24:30 | 24:30 | 24:30 | 24:30 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 3.03% | 11.1 | 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 |
 | Omniknight | 1 | 12.50% | 9.5 | 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 |
 | Centaur Warrunner | 1 | 7.14% | 7.9 | 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 |
 | Disruptor | 1 | 8.33% | 6.3 | 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 |
 | Beastmaster | 2 | 7.69% | 4.8 | 0.00% | -70.83% | 0.00% | 0.00% | 0.00% | 33:17 | 31:06 | 31:06 | 35:27 | 35:27 | 35:27 | 04:21 | 03:13 |
 | Bloodseeker | 1 | 4.76% | 3.2 | 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 | 17.65% | 1.6 | 0.00% | -35.71% | 0.00% | 0.00% | 0.00% | 24:45 | 21:48 | 21:48 | 26:10 | 26:16 | 26:16 | 04:28 | 03:18 |