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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 | 1733 | 34.25% | 85.6 | 56.09% | +22.01% | +1.42% | +0.03% | -0.13% | 22:14 | 08:40 | 15:56 | 20:30 | 26:43 | 1:03:38 | 07:59 |
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 |
 | Venomancer | 5 | 38.46% | 98.8 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 23:01 | 15:34 | 15:34 | 23:39 | 25:23 | 27:05 | 09:49 | 07:16 |
 | Grimstroke | 20 | 19.61% | 97.5 | 90.00% | +53.41% | +10.00% | -10.00% | -1.98% | 33:44 | 23:52 | 26:51 | 33:54 | 36:57 | 49:45 | 10:06 | 07:28 |
 | Shadow Demon | 32 | 52.46% | 96.3 | 75.00% | +26.72% | -12.50% | +12.50% | 3.02% | 30:18 | 20:13 | 25:42 | 29:27 | 33:59 | 43:55 | 08:17 | 06:08 |
 | Earthshaker | 19 | 100.00% | 95.1 | 68.42% | +68.42% | +31.58% | -28.42% | -37.50% | 16:23 | 13:18 | 14:42 | 15:08 | 16:18 | 32:21 | 01:36 | 01:11 |
 | Windranger | 11 | 68.75% | 93.8 | 72.73% | +12.73% | -6.06% | -39.40% | -3.47% | 27:55 | 17:11 | 21:56 | 25:47 | 31:33 | 42:21 | 09:37 | 07:07 |
 | Tiny | 11 | 68.75% | 92.6 | 72.73% | +32.73% | -6.06% | -6.06% | 0.00% | 13:22 | 08:44 | 09:23 | 13:12 | 15:56 | 19:13 | 06:33 | 04:51 |
 | Dark Seer | 33 | 86.84% | 91.4 | 66.67% | +46.67% | +20.83% | -16.67% | -9.18% | 22:21 | 13:24 | 19:45 | 21:31 | 23:50 | 41:32 | 04:05 | 03:01 |
 | Ursa | 16 | 76.19% | 90.1 | 68.75% | +48.75% | +31.25% | -18.75% | -7.21% | 22:36 | 14:45 | 17:58 | 20:56 | 24:54 | 33:07 | 06:56 | 05:08 |
 | Shadow Shaman | 12 | 85.71% | 88.9 | 66.67% | +66.67% | +33.33% | 0.00% | -6.67% | 21:17 | 14:59 | 17:03 | 20:57 | 22:03 | 32:53 | 05:00 | 03:42 |
 | Outworld Destroyer | 45 | 69.23% | 87.7 | 66.67% | +21.67% | +24.24% | -12.12% | -3.92% | 21:29 | 12:18 | 15:57 | 18:57 | 25:13 | 42:21 | 09:16 | 06:51 |
 | Medusa | 8 | 14.55% | 86.4 | 87.50% | +44.95% | +12.50% | -37.50% | -3.44% | 32:16 | 22:11 | 22:48 | 31:15 | 37:21 | 44:00 | 14:33 | 10:46 |
 | Axe | 13 | 100.00% | 85.2 | 61.54% | +61.54% | +38.46% | +5.13% | -15.87% | 12:09 | 10:06 | 10:46 | 11:57 | 12:52 | 15:18 | 02:06 | 01:33 |
 | Dark Willow | 20 | 40.82% | 84.0 | 70.00% | +42.41% | +10.00% | -30.00% | -3.65% | 28:50 | 17:57 | 22:09 | 28:28 | 33:06 | 44:35 | 10:57 | 08:06 |
 | Tinker | 12 | 100.00% | 82.7 | 58.33% | +58.33% | +41.67% | +8.34% | -17.09% | 10:20 | 08:40 | 09:08 | 10:04 | 11:05 | 11:34 | 01:57 | 01:26 |
 | Magnus | 19 | 100.00% | 81.5 | 57.89% | +57.89% | +42.11% | -17.89% | -16.44% | 16:13 | 09:20 | 14:20 | 16:49 | 17:59 | 22:00 | 03:39 | 02:42 |
 | Night Stalker | 28 | 71.79% | 80.2 | 60.71% | +33.44% | +10.72% | -17.85% | -3.59% | 22:32 | 10:57 | 17:42 | 22:37 | 25:40 | 33:03 | 07:58 | 05:54 |
 | Templar Assassin | 86 | 81.90% | 79.0 | 58.14% | +21.30% | -3.59% | +3.76% | 1.11% | 19:31 | 09:56 | 15:52 | 18:30 | 22:31 | 38:03 | 06:39 | 04:55 |
 | Batrider | 20 | 74.07% | 77.8 | 60.00% | +31.43% | +20.00% | -20.00% | -3.10% | 24:33 | 13:21 | 15:48 | 27:10 | 28:43 | 37:33 | 12:55 | 09:34 |
 | Slardar | 16 | 100.00% | 76.5 | 56.25% | +56.25% | +18.75% | -6.25% | -6.22% | 13:27 | 09:44 | 10:31 | 12:27 | 14:32 | 22:24 | 04:01 | 02:58 |
 | Tusk | 44 | 88.00% | 75.3 | 56.82% | +56.82% | +6.82% | -2.27% | -1.23% | 23:15 | 11:34 | 19:15 | 21:13 | 26:37 | 42:59 | 07:22 | 05:27 |
 | Sven | 10 | 76.92% | 74.1 | 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 |
 | Treant Protector | 50 | 66.67% | 72.8 | 58.00% | +18.00% | -4.15% | -16.33% | -1.25% | 25:17 | 15:37 | 19:33 | 23:20 | 29:16 | 41:53 | 09:43 | 07:11 |
 | Bane | 22 | 9.28% | 71.6 | 72.73% | +18.31% | -6.06% | -12.73% | -1.08% | 34:00 | 26:01 | 30:38 | 32:26 | 36:48 | 46:41 | 06:10 | 04:34 |
 | Wraith King | 102 | 82.93% | 70.4 | 55.88% | +36.83% | -21.26% | +8.12% | 6.46% | 19:47 | 13:30 | 16:57 | 19:36 | 21:30 | 36:29 | 04:33 | 03:22 |
 | Disruptor | 10 | 10.75% | 69.1 | 80.00% | +36.63% | +20.00% | +20.00% | 0.00% | 38:03 | 16:05 | 31:11 | 37:39 | 46:20 | 51:52 | 15:09 | 11:13 |
 | Beastmaster | 45 | 65.22% | 67.9 | 57.78% | -4.72% | -3.23% | -3.23% | 0.00% | 25:41 | 14:56 | 21:45 | 24:37 | 29:13 | 40:43 | 07:28 | 05:31 |
 | Tidehunter | 100 | 86.96% | 66.7 | 55.00% | -11.67% | -11.00% | -11.00% | 0.00% | 20:08 | 11:11 | 15:23 | 17:39 | 23:54 | 45:45 | 08:31 | 06:18 |
 | Oracle | 4 | 40.00% | 65.4 | 75.00% | +25.00% | -75.00% | +25.00% | 7.45% | 40:32 | 31:58 | 31:58 | 34:37 | 45:23 | 50:10 | 13:25 | 09:56 |
 | Broodmother | 3 | 10.00% | 64.2 | 100.00% | +62.96% | 0.00% | 0.00% | 0.00% | 32:20 | 21:22 | 21:22 | 29:19 | 46:20 | 46:20 | 24:58 | 18:29 |
 | Rubick | 47 | 67.14% | 63.0 | 55.32% | +24.89% | +28.01% | -30.32% | -7.88% | 24:37 | 12:22 | 19:22 | 24:07 | 26:46 | 47:57 | 07:24 | 05:28 |
 | Lion | 84 | 96.55% | 61.7 | 52.38% | +19.05% | 0.00% | -9.52% | -2.04% | 20:17 | 13:10 | 17:30 | 19:57 | 22:10 | 29:48 | 04:40 | 03:27 |
 | Dragon Knight | 17 | 94.44% | 60.5 | 52.94% | +52.94% | +22.06% | -2.94% | -14.71% | 13:31 | 10:33 | 12:12 | 13:07 | 13:54 | 17:45 | 01:42 | 01:15 |
 | Snapfire | 91 | 50.28% | 59.3 | 54.95% | +16.06% | +1.57% | -7.12% | -0.85% | 25:01 | 11:29 | 19:57 | 25:10 | 30:10 | 43:45 | 10:13 | 07:34 |
 | Mars | 167 | 94.35% | 58.0 | 50.30% | +20.30% | +16.37% | -2.68% | -5.44% | 15:10 | 09:51 | 12:52 | 14:29 | 16:22 | 27:12 | 03:30 | 02:35 |
 | Puck | 77 | 95.06% | 56.8 | 49.35% | +24.35% | +13.81% | -17.77% | -5.83% | 19:45 | 14:52 | 16:54 | 19:10 | 22:19 | 29:21 | 05:25 | 04:00 |
 | Leshrac | 13 | 36.11% | 55.6 | 61.54% | +9.37% | -28.21% | +38.46% | 0.00% | 29:05 | 20:31 | 24:08 | 27:48 | 31:53 | 47:30 | 07:45 | 05:44 |
 | Razor | 13 | 13.98% | 54.3 | 69.23% | +19.23% | -2.56% | +30.77% | 5.52% | 35:20 | 26:15 | 30:48 | 33:25 | 36:50 | 48:56 | 06:02 | 04:28 |
 | Chaos Knight | 7 | 63.64% | 53.1 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 25:47 | 14:02 | 19:36 | 21:51 | 28:08 | 42:56 | 08:32 | 06:19 |
 | Sand King | 25 | 100.00% | 51.9 | 48.00% | +48.00% | +35.33% | -48.00% | -34.96% | 12:27 | 09:56 | 10:55 | 12:51 | 13:18 | 15:44 | 02:23 | 01:45 |
 | Pangolier | 69 | 98.57% | 50.6 | 46.38% | +46.38% | +12.44% | -5.20% | -2.81% | 18:25 | 11:28 | 14:24 | 18:04 | 20:41 | 32:06 | 06:17 | 04:39 |
 | Legion Commander | 38 | 86.36% | 49.4 | 47.37% | +30.70% | +22.63% | -2.93% | -5.52% | 15:26 | 11:42 | 12:52 | 14:26 | 17:30 | 23:27 | 04:38 | 03:25 |
 | Centaur Warrunner | 20 | 100.00% | 48.1 | 45.00% | +45.00% | -5.00% | -5.00% | 0.00% | 14:22 | 10:11 | 12:12 | 13:32 | 16:14 | 19:35 | 04:02 | 02:59 |
 | Weaver | 15 | 8.82% | 46.9 | 66.67% | +16.99% | +8.33% | -41.67% | -3.55% | 37:30 | 23:20 | 29:09 | 33:48 | 43:14 | 54:35 | 14:05 | 10:25 |
 | Mirana | 7 | 12.73% | 45.7 | 71.43% | +6.85% | +28.57% | -21.43% | -5.91% | 29:53 | 23:54 | 24:06 | 29:52 | 32:34 | 36:13 | 08:28 | 06:16 |
 | Death Prophet | 24 | 25.81% | 44.4 | 54.17% | +10.69% | +12.50% | +29.16% | 1.72% | 30:22 | 20:44 | 24:58 | 28:55 | 34:39 | 45:11 | 09:41 | 07:10 |
 | Drow Ranger | 6 | 23.08% | 43.2 | 66.67% | +16.67% | +33.33% | +33.33% | 0.00% | 31:48 | 23:03 | 26:06 | 29:28 | 39:39 | 41:09 | 13:33 | 10:02 |
 | Nyx Assassin | 22 | 41.51% | 42.0 | 50.00% | +14.52% | +16.67% | -10.00% | -3.43% | 25:19 | 17:06 | 21:41 | 24:12 | 29:28 | 33:55 | 07:47 | 05:45 |
 | Brewmaster | 2 | 8.70% | 40.7 | 100.00% | +61.90% | 0.00% | 0.00% | 0.00% | 33:27 | 21:39 | 21:39 | 45:15 | 45:15 | 45:15 | 23:36 | 17:28 |
 | Terrorblade | 10 | 16.95% | 39.5 | 60.00% | +11.02% | +40.00% | -10.00% | 0.00% | 35:34 | 25:37 | 30:19 | 32:17 | 43:58 | 46:13 | 13:39 | 10:06 |
 | Kunkka | 11 | 8.40% | 38.3 | 63.64% | +8.64% | +36.36% | +3.03% | -2.90% | 39:05 | 28:15 | 28:52 | 37:22 | 40:21 | 1:03:38 | 11:29 | 08:30 |
 | Crystal Maiden | 1 | 20.00% | 37.0 | 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 |
 | Troll Warlord | 4 | 11.76% | 35.8 | 75.00% | +21.67% | +25.00% | +25.00% | 0.00% | 34:51 | 31:50 | 31:50 | 32:52 | 34:57 | 39:44 | 03:07 | 02:18 |
 | Abaddon | 2 | 5.71% | 34.6 | 100.00% | +42.42% | 0.00% | 0.00% | 0.00% | 29:34 | 24:52 | 24:52 | 34:16 | 34:16 | 34:16 | 09:24 | 06:57 |
 | Doom | 45 | 100.00% | 33.3 | 33.33% | +33.33% | -6.06% | -15.15% | -2.67% | 19:33 | 12:26 | 17:51 | 19:38 | 21:15 | 27:14 | 03:24 | 02:31 |
 | Timbersaw | 7 | 14.00% | 32.1 | 57.14% | +10.63% | -7.14% | +42.86% | 0.00% | 34:14 | 21:35 | 28:03 | 35:58 | 38:20 | 43:10 | 10:17 | 07:37 |
 | Juggernaut | 1 | 9.09% | 30.9 | 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 |
 | Necrophos | 3 | 75.00% | 29.6 | 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 |
 | Pugna | 2 | 40.00% | 28.4 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 16:53 | 14:43 | 14:43 | 19:03 | 19:03 | 19:03 | 04:20 | 03:12 |
 | Gyrocopter | 3 | 6.38% | 27.2 | 66.67% | +28.03% | +33.33% | 0.00% | 0.00% | 42:01 | 39:38 | 39:38 | 39:52 | 46:34 | 46:34 | 06:56 | 05:08 |
 | Invoker | 24 | 34.29% | 25.9 | 29.17% | -25.18% | +4.16% | -12.50% | -1.64% | 26:33 | 14:41 | 20:50 | 26:40 | 30:59 | 41:53 | 10:09 | 07:31 |
 | Undying | 1 | 5.26% | 24.7 | 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 |
 | Monkey King | 6 | 7.06% | 23.5 | 50.00% | +4.43% | 0.00% | +50.00% | 7.08% | 35:08 | 24:44 | 32:56 | 35:20 | 40:00 | 42:23 | 07:04 | 05:14 |
 | Phantom Lancer | 1 | 4.55% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 00:00 | 00:00 |
 | Viper | 1 | 4.17% | 21.0 | 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 |
 | Hoodwink | 1 | 3.57% | 19.8 | 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 |
 | Lina | 7 | 9.33% | 18.5 | 42.86% | -5.67% | +57.14% | -42.86% | 0.00% | 24:51 | 20:13 | 21:46 | 23:38 | 24:47 | 34:50 | 03:01 | 02:14 |
 | Winter Wyvern | 8 | 53.33% | 17.3 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 23:28 | 16:58 | 18:30 | 21:24 | 22:59 | 35:46 | 04:29 | 03:19 |
 | Ogre Magi | 5 | 5.68% | 16.0 | 40.00% | -3.37% | -40.00% | +60.00% | 0.00% | 34:11 | 19:24 | 19:24 | 34:47 | 37:49 | 49:44 | 18:25 | 13:38 |
 | Underlord | 2 | 9.52% | 14.8 | 50.00% | +23.68% | +50.00% | 0.00% | 0.00% | 37:12 | 28:18 | 28:18 | 46:05 | 46:05 | 46:05 | 17:47 | 13:10 |
 | Queen of Pain | 1 | 0.56% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:20 | 46:20 | 46:20 | 46:20 | 46:20 | 46:20 | 00:00 | 00:00 |
 | Shadow Fiend | 2 | 7.14% | 12.3 | 50.00% | -7.69% | -50.00% | 0.00% | 0.00% | 29:30 | 27:03 | 27:03 | 31:57 | 31:57 | 31:57 | 04:54 | 03:37 |
 | Jakiro | 2 | 5.88% | 11.1 | 50.00% | +3.12% | -50.00% | 0.00% | 0.00% | 37:55 | 24:14 | 24:14 | 51:35 | 51:35 | 51:35 | 27:21 | 20:15 |
 | Ember Spirit | 8 | 8.16% | 9.9 | 25.00% | -29.44% | +25.00% | +25.00% | 0.00% | 29:56 | 18:14 | 25:00 | 26:31 | 35:56 | 40:35 | 10:56 | 08:05 |
 | Clockwerk | 3 | 6.67% | 8.6 | 33.33% | -28.57% | +66.67% | 0.00% | 0.00% | 33:43 | 21:10 | 21:10 | 28:25 | 51:35 | 51:35 | 30:25 | 22:31 |
 | Bloodseeker | 1 | 2.70% | 7.4 | 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 |
 | Morphling | 2 | 3.17% | 6.2 | 0.00% | -47.54% | 0.00% | 0.00% | 0.00% | 26:43 | 25:08 | 25:08 | 28:17 | 28:17 | 28:17 | 03:09 | 02:20 |
 | Faceless Void | 1 | 2.94% | 4.9 | 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 |
 | Luna | 2 | 2.15% | 3.7 | 0.00% | -52.75% | 0.00% | 0.00% | 0.00% | 50:02 | 47:42 | 47:42 | 52:22 | 52:22 | 52:22 | 04:40 | 03:27 |
 | Alchemist | 1 | 100.00% | 2.5 | 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 |
 | Skywrath Mage | 2 | 22.22% | 1.2 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 45:43 | 44:17 | 44:17 | 47:09 | 47:09 | 47:09 | 02:52 | 02:07 |