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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 | |
 | Blink Dagger | 1233 | 29.08% | 64.6 | 52.80% | +14.51% | -1.50% | +1.75% | 0.26% | 24:00 | 06:46 | 16:59 | 22:03 | 29:32 | 1:10:28 | 09:17 |
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 | |
 | Slardar | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:39 | 13:39 | 13:39 | 13:39 | 13:39 | 13:39 | 00:00 | 00:00 |
 | Earthshaker | 5 | 100.00% | 98.8 | 80.00% | +80.00% | +20.00% | -80.00% | -25.10% | 15:50 | 12:42 | 12:42 | 15:26 | 16:41 | 18:56 | 03:59 | 02:57 |
 | Omniknight | 6 | 60.00% | 97.5 | 83.33% | +33.33% | -33.33% | +16.67% | 3.74% | 29:58 | 20:15 | 21:20 | 29:21 | 34:43 | 44:05 | 13:23 | 09:54 |
 | Grimstroke | 2 | 40.00% | 96.3 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 41:36 | 34:49 | 34:49 | 48:23 | 48:23 | 48:23 | 13:34 | 10:02 |
 | Shadow Demon | 31 | 73.81% | 95.0 | 74.19% | +46.92% | +0.81% | +0.81% | 0.00% | 25:35 | 17:03 | 20:43 | 23:00 | 27:33 | 46:51 | 06:50 | 05:03 |
 | Skywrath Mage | 16 | 18.39% | 93.8 | 81.25% | +41.81% | -6.25% | +18.75% | 2.90% | 32:23 | 23:22 | 27:05 | 30:33 | 35:43 | 45:09 | 08:38 | 06:23 |
 | Sven | 26 | 92.86% | 92.5 | 61.54% | +61.54% | +9.89% | -28.21% | -7.47% | 17:10 | 12:31 | 14:33 | 15:51 | 19:39 | 26:45 | 05:06 | 03:46 |
 | Doom | 120 | 90.91% | 91.3 | 60.00% | +35.00% | +6.67% | -20.00% | -4.40% | 22:02 | 12:31 | 18:30 | 21:38 | 24:34 | 36:19 | 06:04 | 04:29 |
 | Timbersaw | 34 | 40.48% | 90.0 | 64.71% | +14.71% | +13.07% | -2.21% | -1.54% | 28:31 | 15:32 | 23:25 | 30:22 | 33:19 | 44:00 | 09:54 | 07:20 |
 | Shadow Fiend | 3 | 13.64% | 88.8 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 30:56 | 25:37 | 25:37 | 28:57 | 38:14 | 38:14 | 12:37 | 09:20 |
 | Bane | 2 | 22.22% | 87.5 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 44:10 | 37:01 | 37:01 | 51:19 | 51:19 | 51:19 | 14:18 | 10:35 |
 | Templar Assassin | 35 | 87.50% | 86.3 | 57.14% | +17.14% | +9.53% | +9.53% | 0.00% | 18:18 | 12:43 | 14:37 | 16:43 | 18:21 | 46:54 | 03:44 | 02:45 |
 | Mars | 22 | 100.00% | 85.0 | 54.55% | +54.55% | -21.22% | +5.45% | 14.68% | 15:20 | 11:30 | 12:46 | 13:20 | 14:35 | 30:09 | 01:49 | 01:20 |
 | Pangolier | 95 | 73.64% | 83.8 | 55.79% | +17.55% | +2.54% | -14.12% | -1.43% | 25:34 | 14:40 | 17:56 | 24:40 | 29:33 | 1:06:18 | 11:37 | 08:36 |
 | Beastmaster | 45 | 36.29% | 82.5 | 60.00% | -0.76% | +21.82% | -14.55% | -3.62% | 30:39 | 18:04 | 25:11 | 31:18 | 35:14 | 47:15 | 10:03 | 07:26 |
 | Axe | 17 | 94.44% | 81.3 | 52.94% | +52.94% | -2.94% | -2.94% | 0.00% | 11:27 | 08:34 | 10:11 | 11:14 | 12:35 | 13:46 | 02:24 | 01:46 |
 | Keeper of the Light | 7 | 7.45% | 80.0 | 85.71% | +39.73% | +14.29% | +14.29% | 0.00% | 40:54 | 25:56 | 35:47 | 42:35 | 44:40 | 54:16 | 08:53 | 06:34 |
 | Medusa | 14 | 14.58% | 78.8 | 71.43% | +16.55% | +28.57% | -38.10% | -4.64% | 35:13 | 24:07 | 27:18 | 32:26 | 41:40 | 48:04 | 14:22 | 10:38 |
 | Pudge | 11 | 84.62% | 77.5 | 54.55% | +4.55% | +45.45% | -21.22% | -13.03% | 18:41 | 11:45 | 14:58 | 16:33 | 20:05 | 34:48 | 05:07 | 03:47 |
 | Abaddon | 2 | 16.67% | 76.3 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 26:55 | 26:10 | 26:10 | 27:40 | 27:40 | 27:40 | 01:30 | 01:06 |
 | Magnus | 120 | 83.33% | 75.0 | 51.67% | +5.84% | +1.66% | -1.67% | -0.36% | 20:38 | 10:30 | 15:53 | 18:46 | 25:13 | 40:31 | 09:20 | 06:54 |
 | Meepo | 4 | 100.00% | 73.8 | 50.00% | +50.00% | -50.00% | +50.00% | 9.76% | 21:39 | 10:40 | 10:40 | 15:39 | 20:55 | 39:20 | 10:15 | 07:35 |
 | Tinker | 6 | 100.00% | 72.5 | 50.00% | +50.00% | 0.00% | -50.00% | -25.42% | 09:10 | 06:46 | 07:38 | 09:31 | 09:36 | 11:55 | 01:58 | 01:27 |
 | Dark Seer | 22 | 66.67% | 71.3 | 54.55% | +18.19% | -21.22% | +5.45% | 2.98% | 30:40 | 19:30 | 24:52 | 30:31 | 33:49 | 41:18 | 08:57 | 06:37 |
 | Alchemist | 53 | 86.89% | 70.0 | 50.94% | +25.94% | +33.68% | -43.25% | -19.23% | 17:53 | 12:43 | 15:07 | 17:14 | 19:07 | 34:56 | 04:00 | 02:57 |
 | Batrider | 104 | 89.66% | 68.8 | 48.08% | -1.92% | -9.62% | -1.93% | 1.40% | 22:18 | 12:23 | 19:10 | 21:42 | 24:40 | 56:50 | 05:30 | 04:04 |
 | Tiny | 19 | 100.00% | 67.5 | 47.37% | +47.37% | +32.63% | -7.37% | -16.67% | 12:34 | 09:39 | 10:50 | 12:26 | 13:14 | 18:20 | 02:24 | 01:46 |
 | Primal Beast | 7 | 58.33% | 66.3 | 57.14% | +37.14% | +42.86% | -57.14% | -60.61% | 27:19 | 22:31 | 25:03 | 26:32 | 26:42 | 35:09 | 01:39 | 01:13 |
 | Invoker | 10 | 83.33% | 65.0 | 50.00% | +50.00% | +16.67% | +50.00% | 2.41% | 28:42 | 19:04 | 20:14 | 23:30 | 34:04 | 52:45 | 13:50 | 10:14 |
 | Tidehunter | 26 | 86.67% | 63.8 | 46.15% | -3.85% | -3.29% | -12.82% | -1.47% | 21:27 | 12:24 | 17:59 | 21:02 | 24:29 | 31:11 | 06:30 | 04:48 |
 | Oracle | 16 | 28.07% | 62.5 | 56.25% | +17.23% | -6.25% | +18.75% | 2.14% | 32:08 | 21:09 | 26:22 | 31:14 | 38:04 | 40:45 | 11:42 | 08:40 |
 | Disruptor | 18 | 23.38% | 61.3 | 55.56% | +3.02% | -35.56% | +19.44% | 0.00% | 34:08 | 20:13 | 23:05 | 33:38 | 43:24 | 52:27 | 20:19 | 15:02 |
 | Rubick | 50 | 51.02% | 60.0 | 46.00% | +14.75% | +7.85% | -4.33% | -1.11% | 26:42 | 14:49 | 20:11 | 25:15 | 31:09 | 48:47 | 10:58 | 08:07 |
 | Dark Willow | 9 | 34.62% | 58.8 | 55.56% | +14.38% | -5.56% | -5.56% | 0.00% | 32:34 | 21:09 | 24:48 | 33:04 | 36:28 | 45:18 | 11:40 | 08:38 |
 | Crystal Maiden | 5 | 6.85% | 57.5 | 80.00% | +35.88% | +20.00% | +20.00% | 0.00% | 36:10 | 26:05 | 26:05 | 32:11 | 42:49 | 52:22 | 16:44 | 12:23 |
 | Dragon Knight | 10 | 100.00% | 56.3 | 40.00% | +40.00% | -6.67% | +10.00% | 7.14% | 13:36 | 10:44 | 11:15 | 11:24 | 13:35 | 28:47 | 02:20 | 01:43 |
 | Ursa | 25 | 92.59% | 55.0 | 40.00% | +40.00% | +43.33% | -23.33% | -11.94% | 18:35 | 14:30 | 15:28 | 17:29 | 21:03 | 26:43 | 05:35 | 04:08 |
 | Windranger | 22 | 24.18% | 53.8 | 50.00% | +7.97% | 0.00% | -10.00% | -0.83% | 33:19 | 20:02 | 25:37 | 31:13 | 37:43 | 60:22 | 12:06 | 08:57 |
 | Legion Commander | 19 | 100.00% | 52.5 | 36.84% | +36.84% | +23.16% | -16.84% | -8.45% | 15:57 | 10:35 | 13:14 | 15:39 | 17:58 | 27:09 | 04:44 | 03:30 |
 | Marci | 4 | 50.00% | 51.3 | 50.00% | +25.00% | +50.00% | -50.00% | -28.85% | 30:37 | 26:19 | 26:19 | 27:33 | 29:47 | 38:50 | 03:28 | 02:34 |
 | Chaos Knight | 12 | 57.14% | 50.0 | 41.67% | -25.00% | -8.34% | +25.00% | 5.59% | 24:06 | 15:44 | 18:31 | 20:32 | 24:29 | 51:54 | 05:58 | 04:25 |
 | Ogre Magi | 1 | 14.29% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:23 | 25:23 | 25:23 | 25:23 | 25:23 | 25:23 | 00:00 | 00:00 |
 | Morphling | 2 | 3.77% | 47.5 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 46:31 | 45:25 | 45:25 | 47:36 | 47:36 | 47:36 | 02:11 | 01:37 |
 | Puck | 44 | 97.78% | 46.3 | 31.82% | +31.82% | +31.82% | -22.73% | -24.98% | 16:11 | 12:27 | 14:51 | 15:59 | 17:02 | 22:09 | 02:11 | 01:37 |
 | Bloodseeker | 12 | 16.22% | 45.0 | 50.00% | +3.23% | -16.67% | +16.67% | 3.81% | 35:41 | 24:52 | 29:55 | 34:15 | 38:40 | 51:03 | 08:45 | 06:28 |
 | Snapfire | 6 | 28.57% | 43.8 | 50.00% | +16.67% | +50.00% | +50.00% | 0.00% | 37:15 | 19:41 | 21:57 | 23:32 | 53:10 | 1:10:28 | 31:13 | 23:07 |
 | Lion | 7 | 100.00% | 42.5 | 28.57% | +28.57% | +21.43% | -28.57% | -17.96% | 20:39 | 14:45 | 15:34 | 16:14 | 18:21 | 37:09 | 02:47 | 02:03 |
 | Wraith King | 2 | 50.00% | 41.3 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 20:34 | 20:02 | 20:02 | 21:05 | 21:05 | 21:05 | 01:03 | 00:46 |
 | Treant Protector | 7 | 87.50% | 40.0 | 28.57% | +28.57% | -28.57% | +21.43% | 7.35% | 30:59 | 24:28 | 25:07 | 31:22 | 31:55 | 42:46 | 06:48 | 05:02 |
 | Kunkka | 1 | 9.09% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:53 | 40:53 | 40:53 | 40:53 | 40:53 | 40:53 | 00:00 | 00:00 |
 | Tusk | 3 | 75.00% | 37.5 | 33.33% | +33.33% | -33.33% | 0.00% | 4.25% | 23:39 | 19:48 | 19:48 | 23:31 | 27:39 | 27:39 | 07:51 | 05:48 |
 | Naga Siren | 3 | 8.11% | 36.3 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 42:19 | 34:14 | 34:14 | 46:16 | 46:28 | 46:28 | 12:14 | 09:03 |
 | Terrorblade | 5 | 5.32% | 35.0 | 60.00% | +18.43% | +40.00% | -60.00% | 0.00% | 45:29 | 40:03 | 40:03 | 46:54 | 50:03 | 50:12 | 10:00 | 07:24 |
 | Clinkz | 3 | 6.98% | 33.8 | 66.67% | +16.67% | -66.67% | 0.00% | 2.55% | 43:02 | 26:27 | 26:27 | 50:05 | 52:35 | 52:35 | 26:08 | 19:21 |
 | Winter Wyvern | 11 | 64.71% | 32.5 | 27.27% | -22.73% | +6.06% | +6.06% | 0.00% | 25:56 | 14:59 | 19:25 | 27:21 | 29:00 | 41:28 | 09:35 | 07:05 |
 | Ember Spirit | 9 | 8.18% | 31.3 | 44.44% | +2.86% | -44.44% | +5.56% | 5.35% | 33:16 | 16:47 | 24:38 | 32:03 | 33:59 | 1:02:01 | 09:21 | 06:55 |
 | Lich | 3 | 3.45% | 30.0 | 66.67% | +8.34% | -66.67% | 0.00% | 0.00% | 32:57 | 19:08 | 19:08 | 31:16 | 48:26 | 48:26 | 29:18 | 21:42 |
 | Centaur Warrunner | 4 | 66.67% | 28.8 | 25.00% | +25.00% | +75.00% | -25.00% | -100.00% | 13:00 | 12:08 | 12:08 | 12:42 | 12:59 | 14:10 | 00:51 | 00:37 |
 | Bounty Hunter | 1 | 2.22% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:21 | 27:21 | 27:21 | 27:21 | 27:21 | 27:21 | 00:00 | 00:00 |
 | Techies | 3 | 1.40% | 26.3 | 66.67% | +6.95% | +33.33% | 0.00% | 0.00% | 33:00 | 25:40 | 25:40 | 30:20 | 43:00 | 43:00 | 17:20 | 12:50 |
 | Monkey King | 1 | 1.56% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:46 | 25:46 | 25:46 | 25:46 | 25:46 | 25:46 | 00:00 | 00:00 |
 | Enchantress | 1 | 1.52% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 00:00 | 00:00 |
 | Void Spirit | 8 | 4.91% | 22.5 | 37.50% | -17.34% | +12.50% | +12.50% | 0.00% | 38:19 | 26:28 | 33:42 | 35:50 | 40:33 | 50:22 | 06:51 | 05:04 |
 | Silencer | 1 | 1.03% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 00:00 | 00:00 |
 | Pugna | 5 | 6.58% | 20.0 | 40.00% | -12.11% | -40.00% | -40.00% | 0.00% | 30:42 | 16:41 | 16:41 | 34:18 | 37:25 | 46:34 | 20:44 | 15:21 |
 | Death Prophet | 3 | 21.43% | 18.8 | 33.33% | -3.03% | -33.33% | 0.00% | 0.00% | 24:35 | 18:31 | 18:31 | 20:58 | 34:17 | 34:17 | 15:46 | 11:40 |
 | Juggernaut | 2 | 6.06% | 17.5 | 50.00% | -4.84% | +50.00% | 0.00% | 0.00% | 27:41 | 25:53 | 25:53 | 29:28 | 29:28 | 29:28 | 03:35 | 02:39 |
 | Enigma | 9 | 90.00% | 16.3 | 11.11% | -88.89% | -11.11% | -11.11% | 0.00% | 21:42 | 12:04 | 15:24 | 22:32 | 25:03 | 31:12 | 09:39 | 07:08 |
 | Nyx Assassin | 6 | 54.55% | 15.0 | 16.67% | -3.33% | +33.33% | -16.67% | -5.47% | 22:27 | 16:29 | 18:04 | 19:31 | 27:12 | 31:48 | 09:08 | 06:45 |
 | Venomancer | 2 | 3.77% | 13.8 | 50.00% | -10.78% | +50.00% | 0.00% | 0.00% | 43:51 | 43:31 | 43:31 | 44:11 | 44:11 | 44:11 | 00:40 | 00:29 |
 | Undying | 2 | 3.70% | 12.5 | 50.00% | +17.31% | +50.00% | 0.00% | 0.00% | 36:15 | 31:21 | 31:21 | 41:09 | 41:09 | 41:09 | 09:48 | 07:15 |
 | Shadow Shaman | 1 | 100.00% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 00:00 | 00:00 |
 | Mirana | 1 | 1.22% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 00:00 | 00:00 |
 | Zeus | 1 | 100.00% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:45 | 31:45 | 31:45 | 31:45 | 31:45 | 31:45 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 6.67% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 00:00 | 00:00 |
 | Brewmaster | 2 | 18.18% | 6.3 | 0.00% | -55.56% | 0.00% | 0.00% | 0.00% | 27:52 | 27:03 | 27:03 | 28:40 | 28:40 | 28:40 | 01:37 | 01:11 |
 | Hoodwink | 1 | 100.00% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:53 | 27:53 | 27:53 | 27:53 | 27:53 | 27:53 | 00:00 | 00:00 |
 | Ancient Apparition | 1 | 25.00% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 00:00 | 00:00 |
 | Night Stalker | 1 | 100.00% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:44 | 18:44 | 18:44 | 18:44 | 18:44 | 18:44 | 00:00 | 00:00 |
 | Vengeful Spirit | 2 | 15.38% | 1.3 | 0.00% | -36.36% | 0.00% | 0.00% | 0.00% | 32:21 | 29:53 | 29:53 | 34:48 | 34:48 | 34:48 | 04:55 | 03:38 |