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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 | 927 | 15.50% | 79.2 | 56.74% | +12.34% | +0.59% | -3.72% | -0.47% | 27:09 | 12:03 | 21:58 | 26:30 | 31:12 | 53:54 | 06:50 |
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 | |
 | Drow Ranger | 2 | 66.67% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 22:03 | 15:35 | 15:35 | 28:30 | 28:30 | 28:30 | 12:55 | 09:34 |
 | Ancient Apparition | 3 | 37.50% | 98.8 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 27:57 | 22:29 | 22:29 | 23:37 | 37:44 | 37:44 | 15:15 | 11:17 |
 | Elder Titan | 6 | 50.00% | 97.6 | 83.33% | +33.33% | +16.67% | -83.33% | -33.52% | 24:49 | 18:26 | 24:27 | 24:29 | 27:26 | 28:36 | 02:59 | 02:12 |
 | Bane | 13 | 23.64% | 96.3 | 84.62% | +34.62% | +15.38% | -51.29% | -7.83% | 33:02 | 19:53 | 28:38 | 32:02 | 37:09 | 45:32 | 08:31 | 06:18 |
 | Arc Warden | 1 | 50.00% | 95.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:24 | 25:24 | 25:24 | 25:24 | 25:24 | 25:24 | 00:00 | 00:00 |
 | Ogre Magi | 14 | 40.00% | 93.9 | 78.57% | +16.67% | +21.43% | -11.90% | -3.23% | 30:04 | 20:55 | 22:48 | 24:27 | 33:08 | 53:54 | 10:20 | 07:39 |
 | Templar Assassin | 25 | 31.25% | 92.7 | 76.00% | +32.36% | -9.33% | +7.33% | 2.31% | 28:55 | 16:54 | 25:17 | 28:48 | 32:30 | 41:01 | 07:13 | 05:20 |
 | Luna | 12 | 35.29% | 91.5 | 75.00% | +11.36% | -41.67% | +25.00% | 8.60% | 30:22 | 18:47 | 25:40 | 27:56 | 33:25 | 47:51 | 07:45 | 05:44 |
 | Snapfire | 48 | 32.00% | 90.2 | 64.58% | +15.56% | -6.25% | +10.42% | 2.50% | 23:24 | 14:10 | 19:44 | 21:28 | 26:24 | 37:42 | 06:40 | 04:56 |
 | Viper | 49 | 54.44% | 89.0 | 59.18% | +20.16% | +15.82% | -17.51% | -3.27% | 24:30 | 12:03 | 18:45 | 23:54 | 28:56 | 51:05 | 10:11 | 07:32 |
 | Dazzle | 39 | 40.21% | 87.8 | 61.54% | +14.99% | -1.54% | -21.54% | -2.51% | 29:19 | 16:52 | 24:14 | 28:43 | 32:12 | 52:45 | 07:58 | 05:54 |
 | Tiny | 112 | 38.49% | 86.6 | 58.93% | +9.77% | +1.78% | -12.50% | -2.66% | 28:25 | 19:33 | 25:35 | 27:54 | 30:57 | 41:12 | 05:22 | 03:58 |
 | Chen | 9 | 14.75% | 85.4 | 77.78% | +14.32% | +22.22% | -27.78% | 0.00% | 28:12 | 21:38 | 22:37 | 29:22 | 30:44 | 34:41 | 08:07 | 06:00 |
 | Tusk | 9 | 13.85% | 84.1 | 77.78% | +31.35% | +22.22% | +22.22% | 0.00% | 33:13 | 27:26 | 28:36 | 34:18 | 34:40 | 44:43 | 06:04 | 04:29 |
 | Medusa | 6 | 13.64% | 82.9 | 83.33% | +46.49% | +16.67% | +16.67% | 0.00% | 30:37 | 25:50 | 26:41 | 27:56 | 30:20 | 44:17 | 03:39 | 02:42 |
 | Winter Wyvern | 13 | 8.18% | 81.7 | 76.92% | +26.92% | +23.08% | +23.08% | 0.00% | 33:32 | 19:39 | 21:58 | 36:42 | 39:18 | 53:52 | 17:20 | 12:50 |
 | Clockwerk | 49 | 39.84% | 80.5 | 57.14% | +12.55% | +1.19% | -15.47% | -2.02% | 27:43 | 18:42 | 23:00 | 27:25 | 31:14 | 41:42 | 08:14 | 06:05 |
 | Jakiro | 24 | 66.67% | 79.3 | 54.17% | +20.84% | -20.84% | +29.16% | 8.80% | 24:46 | 16:59 | 21:01 | 24:27 | 26:42 | 39:27 | 05:41 | 04:12 |
 | Warlock | 21 | 26.25% | 78.0 | 61.90% | +19.53% | -21.90% | +38.10% | 6.36% | 29:53 | 21:29 | 23:44 | 29:29 | 33:10 | 41:29 | 09:26 | 06:59 |
 | Disruptor | 6 | 35.29% | 76.8 | 66.67% | +21.22% | -16.67% | +33.33% | 12.61% | 29:43 | 17:19 | 28:44 | 28:50 | 32:42 | 40:01 | 03:58 | 02:56 |
 | Enchantress | 82 | 78.10% | 75.6 | 48.78% | +9.65% | +3.60% | +16.22% | 1.84% | 22:56 | 12:42 | 19:14 | 22:31 | 26:05 | 34:48 | 06:51 | 05:04 |
 | Pugna | 6 | 31.58% | 74.4 | 66.67% | +35.90% | +33.33% | +33.33% | 0.00% | 22:17 | 17:43 | 18:02 | 21:58 | 25:01 | 28:29 | 06:59 | 05:10 |
 | Terrorblade | 17 | 22.97% | 73.2 | 58.82% | +7.94% | -8.82% | +16.18% | 3.39% | 28:47 | 18:29 | 22:37 | 28:32 | 29:59 | 50:18 | 07:22 | 05:27 |
 | Skywrath Mage | 20 | 35.09% | 72.0 | 50.00% | +28.38% | -10.00% | +10.00% | 2.64% | 24:30 | 17:39 | 19:35 | 23:06 | 27:09 | 37:28 | 07:34 | 05:36 |
 | Mirana | 11 | 28.21% | 70.7 | 54.55% | +0.98% | +45.45% | -54.55% | -24.59% | 25:04 | 17:13 | 21:46 | 24:50 | 25:50 | 34:00 | 04:04 | 03:00 |
 | Rubick | 25 | 33.78% | 69.5 | 48.00% | +3.10% | +18.67% | -31.33% | -4.09% | 26:37 | 16:05 | 19:02 | 24:42 | 31:16 | 47:51 | 12:14 | 09:03 |
 | Phoenix | 8 | 15.69% | 68.3 | 62.50% | +4.36% | -62.50% | -12.50% | 8.43% | 25:31 | 18:02 | 20:34 | 24:54 | 26:30 | 34:44 | 05:56 | 04:23 |
 | Lina | 4 | 12.90% | 67.1 | 75.00% | +34.26% | +25.00% | +25.00% | 0.00% | 31:49 | 12:26 | 12:26 | 32:53 | 39:13 | 42:42 | 26:47 | 19:50 |
 | Necrophos | 4 | 12.50% | 65.9 | 75.00% | +14.29% | +25.00% | -75.00% | 0.00% | 17:16 | 12:21 | 12:21 | 13:16 | 15:34 | 27:51 | 03:13 | 02:22 |
 | Marci | 13 | 6.70% | 64.6 | 61.54% | +12.37% | +38.46% | -28.21% | -10.36% | 33:54 | 28:36 | 29:50 | 31:29 | 36:16 | 47:43 | 06:26 | 04:45 |
 | Keeper of the Light | 38 | 45.78% | 63.4 | 42.11% | -11.22% | +17.89% | -8.78% | -5.52% | 19:33 | 12:11 | 16:37 | 17:50 | 21:27 | 33:11 | 04:50 | 03:34 |
 | Sniper | 9 | 60.00% | 62.2 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 30:06 | 22:25 | 22:38 | 28:31 | 33:00 | 46:32 | 10:22 | 07:40 |
 | Weaver | 6 | 11.32% | 61.0 | 66.67% | +34.76% | -16.67% | +33.33% | 0.00% | 32:47 | 16:20 | 25:23 | 33:47 | 39:33 | 42:24 | 14:10 | 10:29 |
 | Lion | 3 | 25.00% | 59.8 | 66.67% | +55.56% | +33.33% | 0.00% | 0.00% | 27:40 | 25:17 | 25:17 | 25:52 | 31:52 | 31:52 | 06:35 | 04:52 |
 | Doom | 13 | 14.94% | 58.5 | 53.85% | +10.61% | -20.52% | -20.52% | 0.00% | 29:24 | 20:53 | 24:55 | 27:42 | 32:26 | 42:14 | 07:31 | 05:34 |
 | Shadow Shaman | 2 | 4.88% | 57.3 | 100.00% | +64.10% | 0.00% | 0.00% | 0.00% | 39:20 | 32:35 | 32:35 | 46:05 | 46:05 | 46:05 | 13:30 | 10:00 |
 | Venomancer | 11 | 39.29% | 56.1 | 45.45% | -1.61% | +21.22% | -45.45% | -44.95% | 20:01 | 16:11 | 18:22 | 19:24 | 19:51 | 25:06 | 01:29 | 01:05 |
 | Puck | 7 | 2.92% | 54.9 | 71.43% | +14.35% | +28.57% | -21.43% | 0.00% | 27:55 | 19:00 | 19:30 | 26:19 | 28:04 | 43:17 | 08:34 | 06:20 |
 | Nyx Assassin | 16 | 34.04% | 53.7 | 43.75% | -11.09% | +6.25% | -43.75% | -4.38% | 25:59 | 16:12 | 21:08 | 23:51 | 32:33 | 37:45 | 11:25 | 08:27 |
 | Io | 2 | 4.00% | 52.4 | 100.00% | +52.08% | 0.00% | 0.00% | 0.00% | 25:19 | 20:55 | 20:55 | 29:43 | 29:43 | 29:43 | 08:48 | 06:31 |
 | Batrider | 15 | 20.83% | 51.2 | 46.67% | -4.21% | +53.33% | -21.67% | -11.42% | 31:11 | 24:12 | 25:02 | 29:10 | 31:36 | 48:23 | 06:34 | 04:51 |
 | Zeus | 14 | 11.76% | 50.0 | 50.00% | +5.24% | 0.00% | -16.67% | 0.00% | 24:42 | 13:06 | 18:45 | 24:43 | 30:17 | 37:10 | 11:32 | 08:32 |
 | Earthshaker | 8 | 22.86% | 48.8 | 50.00% | +5.56% | -50.00% | 0.00% | 6.01% | 30:19 | 22:39 | 22:50 | 25:43 | 31:09 | 42:01 | 08:19 | 06:09 |
 | Hoodwink | 18 | 34.62% | 47.6 | 38.89% | -8.17% | +1.11% | +11.11% | 1.91% | 23:47 | 16:24 | 19:22 | 21:05 | 24:36 | 46:09 | 05:14 | 03:52 |
 | Treant Protector | 5 | 9.62% | 46.3 | 60.00% | +6.81% | +40.00% | -60.00% | 0.00% | 30:52 | 20:42 | 20:42 | 30:32 | 34:43 | 38:16 | 14:01 | 10:22 |
 | Lich | 5 | 50.00% | 45.1 | 40.00% | +40.00% | +60.00% | +60.00% | 0.00% | 31:46 | 25:44 | 25:44 | 27:28 | 31:49 | 47:49 | 06:05 | 04:30 |
 | Centaur Warrunner | 1 | 9.09% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 00:00 | 00:00 |
 | Grimstroke | 6 | 15.38% | 42.7 | 50.00% | +16.67% | -50.00% | +50.00% | 0.00% | 33:40 | 23:20 | 24:32 | 27:25 | 42:12 | 48:21 | 17:40 | 13:05 |
 | Vengeful Spirit | 1 | 7.14% | 41.5 | 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 |
 | Abaddon | 4 | 20.00% | 40.2 | 50.00% | +12.50% | -50.00% | -50.00% | 0.00% | 32:56 | 29:55 | 29:55 | 30:06 | 35:05 | 36:38 | 05:10 | 03:49 |
 | Techies | 3 | 60.00% | 39.0 | 33.33% | -16.67% | -33.33% | 0.00% | 18.87% | 23:07 | 22:15 | 22:15 | 23:04 | 24:01 | 24:01 | 01:46 | 01:18 |
 | Dawnbreaker | 8 | 4.35% | 37.8 | 50.00% | +4.55% | 0.00% | +50.00% | 0.00% | 26:44 | 22:13 | 22:22 | 24:21 | 26:08 | 40:49 | 03:46 | 02:47 |
 | Crystal Maiden | 14 | 40.00% | 36.6 | 28.57% | +4.76% | -3.57% | +4.76% | 1.05% | 26:51 | 20:16 | 22:49 | 24:09 | 30:46 | 39:49 | 07:57 | 05:53 |
 | Dragon Knight | 7 | 11.67% | 35.4 | 42.86% | -9.97% | +57.14% | +7.14% | 0.00% | 30:51 | 19:04 | 22:53 | 31:59 | 33:29 | 42:51 | 10:36 | 07:51 |
 | Magnus | 2 | 25.00% | 34.1 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 24:40 | 19:17 | 19:17 | 30:02 | 30:02 | 30:02 | 10:45 | 07:57 |
 | Enigma | 3 | 3.13% | 32.9 | 66.67% | +6.45% | +33.33% | 0.00% | 0.00% | 34:31 | 27:59 | 27:59 | 34:55 | 40:38 | 40:38 | 12:39 | 09:22 |
 | Witch Doctor | 3 | 50.00% | 31.7 | 33.33% | 0.00% | -33.33% | 0.00% | 2.03% | 24:07 | 17:53 | 17:53 | 20:11 | 34:18 | 34:18 | 16:25 | 12:09 |
 | Underlord | 1 | 2.94% | 30.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:47 | 42:47 | 42:47 | 42:47 | 42:47 | 42:47 | 00:00 | 00:00 |
 | Brewmaster | 1 | 2.38% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 00:00 | 00:00 |
 | Alchemist | 1 | 1.43% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:46 | 17:46 | 17:46 | 17:46 | 17:46 | 17:46 | 00:00 | 00:00 |
 | Tidehunter | 2 | 13.33% | 26.8 | 50.00% | +19.23% | +50.00% | 0.00% | 0.00% | 27:31 | 25:20 | 25:20 | 29:42 | 29:42 | 29:42 | 04:22 | 03:14 |
 | Mars | 1 | 1.16% | 25.6 | 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 |
 | Pangolier | 1 | 1.16% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Death Prophet | 1 | 1.14% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:18 | 14:18 | 14:18 | 14:18 | 14:18 | 14:18 | 00:00 | 00:00 |
 | Ember Spirit | 1 | 1.02% | 22.0 | 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 | 0.98% | 20.7 | 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 |
 | Razor | 4 | 2.74% | 19.5 | 50.00% | +1.41% | +50.00% | -50.00% | 0.00% | 26:27 | 21:22 | 21:22 | 24:40 | 29:45 | 30:01 | 08:23 | 06:12 |
 | Nature's Prophet | 5 | 6.58% | 18.3 | 40.00% | -9.30% | -40.00% | -40.00% | 0.00% | 27:55 | 21:50 | 21:50 | 30:33 | 31:23 | 33:17 | 09:33 | 07:04 |
 | Sven | 2 | 11.11% | 17.1 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 34:53 | 34:47 | 34:47 | 34:59 | 34:59 | 34:59 | 00:12 | 00:08 |
 | Queen of Pain | 2 | 10.53% | 15.9 | 50.00% | +8.82% | -50.00% | 0.00% | 0.00% | 27:49 | 27:21 | 27:21 | 28:16 | 28:16 | 28:16 | 00:55 | 00:40 |
 | Windranger | 9 | 26.47% | 14.6 | 22.22% | -25.78% | +27.78% | -22.22% | -3.70% | 32:11 | 14:10 | 23:56 | 28:33 | 37:27 | 50:42 | 13:31 | 10:00 |
 | Morphling | 2 | 5.71% | 13.4 | 50.00% | -1.52% | -50.00% | 0.00% | 0.00% | 30:45 | 27:40 | 27:40 | 33:49 | 33:49 | 33:49 | 06:09 | 04:33 |
 | Timbersaw | 2 | 2.30% | 12.2 | 50.00% | +12.35% | +50.00% | 0.00% | 0.00% | 29:54 | 29:41 | 29:41 | 30:06 | 30:06 | 30:06 | 00:25 | 00:18 |
 | Beastmaster | 5 | 4.50% | 11.0 | 20.00% | -41.32% | -20.00% | -20.00% | 0.00% | 40:03 | 27:39 | 27:39 | 39:44 | 44:19 | 51:08 | 16:40 | 12:20 |
 | Undying | 2 | 15.38% | 9.8 | 0.00% | -63.64% | 0.00% | 0.00% | 0.00% | 31:14 | 25:58 | 25:58 | 36:30 | 36:30 | 36:30 | 10:32 | 07:48 |
 | Visage | 2 | 2.53% | 8.5 | 0.00% | -63.64% | 0.00% | 0.00% | 0.00% | 41:00 | 34:36 | 34:36 | 47:23 | 47:23 | 47:23 | 12:47 | 09:28 |
 | Sand King | 1 | 6.67% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 00:00 | 00:00 |
 | Gyrocopter | 2 | 16.67% | 6.1 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 28:38 | 27:01 | 27:01 | 30:15 | 30:15 | 30:15 | 03:14 | 02:23 |
 | Pudge | 1 | 2.27% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 00:00 | 00:00 |
 | Monkey King | 1 | 0.90% | 3.7 | 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 |
 | Shadow Demon | 1 | 12.50% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:57 | 38:57 | 38:57 | 38:57 | 38:57 | 38:57 | 00:00 | 00:00 |
 | Axe | 1 | 14.29% | 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 |