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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 | 1413 | 34.30% | 88.1 | 55.70% | +21.50% | +0.96% | -1.31% | -0.21% | 22:21 | 08:40 | 16:05 | 20:42 | 26:41 | 1:03:38 | 07:51 |
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 | |
 | Enigma | 3 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 20:37 | 16:48 | 16:48 | 19:08 | 25:55 | 25:55 | 09:07 | 06:45 |
 | Grimstroke | 17 | 20.24% | 98.7 | 88.24% | +56.90% | +11.76% | +11.76% | 0.00% | 34:24 | 23:52 | 26:28 | 33:54 | 39:38 | 49:45 | 13:10 | 09:45 |
 | Tiny | 9 | 69.23% | 97.4 | 77.78% | +27.78% | -27.78% | -27.78% | 0.00% | 12:44 | 08:44 | 08:51 | 11:33 | 15:56 | 17:15 | 07:05 | 05:14 |
 | Axe | 10 | 100.00% | 96.2 | 70.00% | +70.00% | +30.00% | -20.00% | -20.83% | 12:05 | 10:06 | 10:46 | 11:34 | 13:10 | 15:18 | 02:24 | 01:46 |
 | Dark Seer | 24 | 92.31% | 94.9 | 70.83% | +20.83% | +12.50% | -20.83% | -7.81% | 22:29 | 16:37 | 19:34 | 21:16 | 23:50 | 41:32 | 04:16 | 03:09 |
 | Shadow Demon | 21 | 47.73% | 93.6 | 76.19% | +19.67% | -16.19% | +23.81% | 3.66% | 29:37 | 20:13 | 24:17 | 29:27 | 35:12 | 43:18 | 10:55 | 08:05 |
 | Crystal Maiden | 1 | 50.00% | 92.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:39 | 37:39 | 37:39 | 37:39 | 37:39 | 37:39 | 00:00 | 00:00 |
 | Windranger | 11 | 73.33% | 91.0 | 72.73% | +22.73% | -6.06% | -39.40% | -3.47% | 27:55 | 17:11 | 21:56 | 25:47 | 31:33 | 42:21 | 09:37 | 07:07 |
 | Earthshaker | 15 | 100.00% | 89.7 | 66.67% | +66.67% | +33.33% | -16.67% | -35.71% | 15:31 | 13:18 | 14:42 | 15:04 | 16:06 | 18:17 | 01:24 | 01:02 |
 | Batrider | 16 | 76.19% | 88.5 | 68.75% | +48.75% | +6.25% | -18.75% | -1.98% | 25:04 | 13:21 | 15:48 | 27:10 | 28:26 | 37:33 | 12:38 | 09:21 |
 | Tinker | 11 | 100.00% | 87.2 | 63.64% | +63.64% | +36.36% | +3.03% | -17.09% | 10:23 | 08:40 | 09:08 | 10:57 | 11:05 | 11:34 | 01:57 | 01:26 |
 | Outworld Destroyer | 40 | 68.97% | 85.9 | 65.00% | +15.00% | +25.00% | -15.00% | -4.03% | 22:14 | 12:18 | 16:02 | 21:00 | 25:57 | 42:21 | 09:55 | 07:20 |
 | Oracle | 4 | 57.14% | 84.6 | 75.00% | +41.67% | -75.00% | +25.00% | 0.00% | 40:32 | 31:58 | 31:58 | 34:37 | 45:23 | 50:10 | 13:25 | 09:56 |
 | Slardar | 12 | 100.00% | 83.3 | 58.33% | +58.33% | +8.34% | -25.00% | -10.31% | 12:43 | 09:44 | 10:31 | 12:27 | 13:45 | 16:13 | 03:14 | 02:23 |
 | Wraith King | 81 | 81.82% | 82.1 | 59.26% | +42.59% | -4.26% | +5.74% | 2.43% | 20:01 | 13:30 | 17:23 | 19:55 | 21:30 | 36:29 | 04:07 | 03:02 |
 | Shadow Shaman | 3 | 75.00% | 80.8 | 66.67% | +66.67% | +33.33% | 0.00% | 0.00% | 22:42 | 21:51 | 21:51 | 22:03 | 24:11 | 24:11 | 02:20 | 01:43 |
 | Ursa | 13 | 76.47% | 79.5 | 61.54% | +61.54% | +38.46% | -28.21% | -6.91% | 23:17 | 14:45 | 17:08 | 22:15 | 26:47 | 33:07 | 09:39 | 07:08 |
 | Venomancer | 2 | 22.22% | 78.2 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 25:22 | 23:39 | 23:39 | 27:05 | 27:05 | 27:05 | 03:26 | 02:32 |
 | Treant Protector | 43 | 67.19% | 76.9 | 60.47% | +17.61% | -5.92% | -15.02% | -1.22% | 26:03 | 15:37 | 21:47 | 24:42 | 29:16 | 41:53 | 07:29 | 05:32 |
 | Tusk | 31 | 86.11% | 75.6 | 58.06% | +58.06% | -8.06% | +16.94% | 4.45% | 23:17 | 11:34 | 19:39 | 21:12 | 25:16 | 42:59 | 05:37 | 04:09 |
 | Tidehunter | 77 | 84.62% | 74.4 | 57.14% | -7.15% | -15.03% | -4.51% | 1.41% | 20:07 | 11:47 | 15:25 | 17:47 | 22:54 | 43:11 | 07:29 | 05:32 |
 | Broodmother | 3 | 12.50% | 73.1 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 32:20 | 21:22 | 21:22 | 29:19 | 46:20 | 46:20 | 24:58 | 18:29 |
 | Sven | 10 | 76.92% | 71.8 | 60.00% | +26.67% | +6.67% | -10.00% | -1.24% | 22:34 | 14:29 | 15:46 | 20:42 | 29:13 | 31:52 | 13:27 | 09:57 |
 | Night Stalker | 24 | 70.59% | 70.5 | 58.33% | +28.33% | -25.00% | -8.33% | 2.56% | 23:25 | 15:19 | 19:10 | 23:55 | 25:40 | 33:03 | 06:30 | 04:48 |
 | Dark Willow | 17 | 38.64% | 69.2 | 64.71% | +35.08% | +10.29% | -14.71% | -2.56% | 30:19 | 19:52 | 24:10 | 30:18 | 33:57 | 44:35 | 09:47 | 07:14 |
 | Templar Assassin | 60 | 77.92% | 67.9 | 55.00% | +13.82% | -8.33% | +11.67% | 2.91% | 19:21 | 09:56 | 15:42 | 18:33 | 22:34 | 38:03 | 06:52 | 05:05 |
 | Lion | 75 | 96.15% | 66.7 | 53.33% | +20.00% | -5.96% | -16.49% | -2.38% | 19:52 | 13:10 | 17:22 | 19:50 | 21:48 | 29:39 | 04:26 | 03:17 |
 | Magnus | 17 | 100.00% | 65.4 | 52.94% | +52.94% | +47.06% | -2.94% | -12.82% | 16:39 | 09:20 | 14:22 | 16:53 | 18:16 | 22:00 | 03:54 | 02:53 |
 | Medusa | 6 | 13.04% | 64.1 | 83.33% | +43.33% | +16.67% | -83.33% | -6.87% | 30:43 | 22:11 | 22:48 | 24:38 | 37:21 | 44:00 | 14:33 | 10:46 |
 | Snapfire | 79 | 53.74% | 62.8 | 55.70% | +17.46% | -0.70% | -15.70% | -1.60% | 25:33 | 11:29 | 20:58 | 26:09 | 30:20 | 43:45 | 09:22 | 06:56 |
 | Disruptor | 9 | 12.00% | 61.5 | 77.78% | +36.87% | +22.22% | -27.78% | -3.12% | 36:55 | 16:05 | 29:11 | 37:39 | 45:13 | 51:52 | 16:02 | 11:52 |
 | Chaos Knight | 3 | 60.00% | 60.3 | 66.67% | +16.67% | +33.33% | 0.00% | -3.26% | 27:21 | 21:51 | 21:51 | 28:08 | 32:05 | 32:05 | 10:14 | 07:34 |
 | Rubick | 41 | 70.69% | 59.0 | 53.66% | +18.37% | +36.34% | -33.66% | -9.07% | 24:14 | 12:22 | 19:03 | 23:51 | 26:46 | 47:57 | 07:43 | 05:42 |
 | Mars | 137 | 93.84% | 57.7 | 50.36% | +17.03% | +17.29% | -0.36% | -5.30% | 15:12 | 10:00 | 13:04 | 14:29 | 16:24 | 25:48 | 03:20 | 02:28 |
 | Bane | 19 | 9.69% | 56.4 | 68.42% | +12.49% | -8.42% | -8.42% | 0.00% | 34:01 | 26:01 | 28:24 | 32:26 | 35:17 | 46:41 | 06:53 | 05:05 |
 | Dragon Knight | 16 | 94.12% | 55.1 | 50.00% | +50.00% | +25.00% | 0.00% | -14.71% | 13:33 | 10:33 | 12:12 | 13:07 | 13:54 | 17:45 | 01:42 | 01:15 |
 | Puck | 67 | 94.37% | 53.8 | 49.25% | +24.25% | +15.46% | -8.07% | -4.34% | 19:43 | 14:52 | 16:54 | 19:10 | 22:19 | 29:21 | 05:25 | 04:00 |
 | Beastmaster | 37 | 69.81% | 52.6 | 51.35% | -17.40% | +4.21% | -18.02% | -3.77% | 24:44 | 14:56 | 21:26 | 23:35 | 27:20 | 36:50 | 05:54 | 04:22 |
 | Centaur Warrunner | 17 | 100.00% | 51.3 | 47.06% | +47.06% | +2.94% | -22.06% | -5.21% | 14:27 | 10:11 | 11:32 | 13:48 | 16:20 | 19:35 | 04:48 | 03:33 |
 | Razor | 12 | 16.00% | 50.0 | 66.67% | +17.46% | 0.00% | +33.33% | 5.52% | 35:39 | 26:15 | 30:48 | 33:25 | 36:50 | 48:56 | 06:02 | 04:28 |
 | Pangolier | 56 | 100.00% | 48.7 | 46.43% | +46.43% | +10.71% | +3.57% | -1.09% | 18:48 | 11:28 | 14:25 | 18:21 | 20:59 | 32:06 | 06:34 | 04:51 |
 | Legion Commander | 27 | 84.38% | 47.4 | 48.15% | +28.15% | +8.99% | -19.58% | -6.57% | 14:59 | 11:42 | 12:41 | 13:58 | 17:02 | 20:42 | 04:21 | 03:13 |
 | Nyx Assassin | 20 | 42.55% | 46.2 | 55.00% | +14.26% | +25.00% | -15.00% | -5.14% | 25:27 | 17:06 | 21:41 | 24:12 | 29:28 | 33:55 | 07:47 | 05:45 |
 | Brewmaster | 2 | 12.50% | 44.9 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 33:27 | 21:39 | 21:39 | 45:15 | 45:15 | 45:15 | 23:36 | 17:28 |
 | Sand King | 20 | 100.00% | 43.6 | 45.00% | +45.00% | +15.00% | -45.00% | -27.48% | 12:36 | 10:11 | 11:07 | 12:56 | 13:18 | 15:44 | 02:11 | 01:37 |
 | Death Prophet | 19 | 24.68% | 42.3 | 57.89% | +13.06% | +22.11% | +22.11% | 0.00% | 30:15 | 20:44 | 24:58 | 28:55 | 34:39 | 45:11 | 09:41 | 07:10 |
 | Drow Ranger | 6 | 26.09% | 41.0 | 66.67% | +19.61% | +33.33% | +33.33% | 0.00% | 31:48 | 23:03 | 26:06 | 29:28 | 39:39 | 41:09 | 13:33 | 10:02 |
 | Kunkka | 11 | 10.48% | 39.7 | 63.64% | +5.13% | +36.36% | +3.03% | -2.90% | 39:05 | 28:15 | 28:52 | 37:22 | 40:21 | 1:03:38 | 11:29 | 08:30 |
 | Abaddon | 2 | 6.67% | 38.5 | 100.00% | +39.29% | 0.00% | 0.00% | 0.00% | 29:34 | 24:52 | 24:52 | 34:16 | 34:16 | 34:16 | 09:24 | 06:57 |
 | Doom | 43 | 100.00% | 37.2 | 34.88% | +34.88% | -7.61% | -16.70% | -2.77% | 19:29 | 12:26 | 17:51 | 19:31 | 21:08 | 27:14 | 03:17 | 02:25 |
 | Weaver | 10 | 7.63% | 35.9 | 60.00% | +7.11% | +40.00% | -10.00% | -2.98% | 39:58 | 23:20 | 31:42 | 42:20 | 48:29 | 54:35 | 16:47 | 12:25 |
 | Leshrac | 8 | 30.77% | 34.6 | 50.00% | -11.11% | -50.00% | +50.00% | 0.00% | 28:41 | 23:42 | 25:27 | 27:48 | 29:00 | 36:50 | 03:33 | 02:37 |
 | Juggernaut | 1 | 12.50% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:21 | 35:21 | 35:21 | 35:21 | 35:21 | 35:21 | 00:00 | 00:00 |
 | Mirana | 5 | 12.82% | 32.1 | 60.00% | +1.18% | +40.00% | -60.00% | -11.54% | 28:47 | 23:54 | 23:54 | 29:52 | 32:34 | 33:29 | 08:40 | 06:25 |
 | Timbersaw | 5 | 12.82% | 30.8 | 60.00% | +4.12% | -60.00% | +40.00% | 0.00% | 35:07 | 21:35 | 21:35 | 38:20 | 39:17 | 43:10 | 17:42 | 13:06 |
 | Terrorblade | 8 | 17.02% | 29.5 | 50.00% | +3.85% | 0.00% | 0.00% | 0.00% | 36:58 | 25:37 | 31:50 | 34:19 | 43:58 | 46:13 | 12:08 | 08:59 |
 | Troll Warlord | 3 | 13.64% | 28.2 | 66.67% | +19.30% | -66.67% | 0.00% | 0.00% | 35:51 | 32:52 | 32:52 | 34:57 | 39:44 | 39:44 | 06:52 | 05:05 |
 | Necrophos | 3 | 75.00% | 26.9 | 33.33% | +33.33% | +66.67% | 0.00% | -3.33% | 37:35 | 27:31 | 27:31 | 37:41 | 47:32 | 47:32 | 20:01 | 14:49 |
 | Invoker | 21 | 36.21% | 25.6 | 33.33% | -26.13% | +6.67% | -13.33% | -1.50% | 26:06 | 14:41 | 17:48 | 25:35 | 31:09 | 41:53 | 13:21 | 09:53 |
 | Gyrocopter | 3 | 6.82% | 24.4 | 66.67% | +30.08% | +33.33% | 0.00% | 0.00% | 42:01 | 39:38 | 39:38 | 39:52 | 46:34 | 46:34 | 06:56 | 05:08 |
 | Undying | 1 | 5.88% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:47 | 18:47 | 18:47 | 18:47 | 18:47 | 18:47 | 00:00 | 00:00 |
 | Viper | 1 | 5.56% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 00:00 | 00:00 |
 | Monkey King | 6 | 8.70% | 20.5 | 50.00% | +3.97% | 0.00% | +50.00% | 7.08% | 35:08 | 24:44 | 32:56 | 35:20 | 40:00 | 42:23 | 07:04 | 05:14 |
 | Hoodwink | 1 | 4.17% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 00:00 | 00:00 |
 | Winter Wyvern | 7 | 53.85% | 17.9 | 28.57% | +28.57% | -28.57% | -28.57% | 0.00% | 21:43 | 16:58 | 18:30 | 21:24 | 22:55 | 28:12 | 04:25 | 03:16 |
 | Underlord | 2 | 12.50% | 16.7 | 50.00% | +28.57% | +50.00% | 0.00% | 0.00% | 37:12 | 28:18 | 28:18 | 46:05 | 46:05 | 46:05 | 17:47 | 13:10 |
 | Shadow Fiend | 2 | 7.41% | 15.4 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 29:30 | 27:03 | 27:03 | 31:57 | 31:57 | 31:57 | 04:54 | 03:37 |
 | Clockwerk | 3 | 7.50% | 14.1 | 33.33% | -26.13% | +66.67% | 0.00% | 0.00% | 33:43 | 21:10 | 21:10 | 28:25 | 51:35 | 51:35 | 30:25 | 22:31 |
 | Lina | 4 | 6.78% | 12.8 | 25.00% | -25.91% | +75.00% | -25.00% | 0.00% | 26:14 | 21:46 | 21:46 | 23:32 | 24:47 | 34:50 | 03:01 | 02:14 |
 | Ogre Magi | 4 | 5.33% | 11.5 | 25.00% | -17.25% | -25.00% | +75.00% | 0.00% | 34:02 | 19:24 | 19:24 | 29:12 | 37:49 | 49:44 | 18:25 | 13:38 |
 | Ember Spirit | 6 | 7.59% | 10.3 | 16.67% | -38.12% | +33.33% | -16.67% | 0.00% | 28:54 | 18:14 | 25:00 | 26:31 | 35:56 | 36:57 | 10:56 | 08:05 |
 | Luna | 2 | 2.50% | 9.0 | 0.00% | -52.56% | 0.00% | 0.00% | 0.00% | 50:02 | 47:42 | 47:42 | 52:22 | 52:22 | 52:22 | 04:40 | 03:27 |
 | Morphling | 2 | 3.77% | 7.7 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 26:43 | 25:08 | 25:08 | 28:17 | 28:17 | 28:17 | 03:09 | 02:20 |
 | Pugna | 1 | 25.00% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:03 | 19:03 | 19:03 | 19:03 | 19:03 | 19:03 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 3.03% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:19 | 38:19 | 38:19 | 38:19 | 38:19 | 38:19 | 00:00 | 00:00 |
 | Skywrath Mage | 2 | 25.00% | 3.8 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 45:43 | 44:17 | 44:17 | 47:09 | 47:09 | 47:09 | 02:52 | 02:07 |
 | Alchemist | 1 | 100.00% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 00:00 | 00:00 |
 | Faceless Void | 1 | 3.70% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 00:00 | 00:00 |