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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 | 320 | 34.04% | 95.6 | 57.81% | +24.28% | +3.44% | +4.69% | 0.11% | 21:45 | 09:40 | 15:26 | 19:41 | 26:54 | 51:35 | 08:29 |
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 | |
 | Pugna | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:43 | 14:43 | 14:43 | 14:43 | 14:43 | 14:43 | 00:00 | 00:00 |
 | Magnus | 2 | 100.00% | 98.2 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 12:33 | 11:42 | 11:42 | 13:24 | 13:24 | 13:24 | 01:42 | 01:15 |
 | Dragon Knight | 1 | 100.00% | 96.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:54 | 12:54 | 12:54 | 12:54 | 12:54 | 12:54 | 00:00 | 00:00 |
 | Ursa | 3 | 75.00% | 94.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:40 | 17:58 | 17:58 | 18:48 | 22:15 | 22:15 | 04:17 | 03:10 |
 | Venomancer | 3 | 75.00% | 92.7 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 21:27 | 15:34 | 15:34 | 23:25 | 25:23 | 25:23 | 09:49 | 07:16 |
 | Dark Willow | 3 | 60.00% | 90.9 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 20:26 | 17:57 | 17:57 | 21:13 | 22:09 | 22:09 | 04:12 | 03:06 |
 | Beastmaster | 8 | 50.00% | 89.1 | 87.50% | +37.50% | +12.50% | +12.50% | 0.00% | 30:03 | 20:24 | 26:37 | 29:17 | 32:47 | 40:43 | 06:10 | 04:34 |
 | Earthshaker | 4 | 100.00% | 87.3 | 75.00% | +75.00% | +25.00% | -75.00% | -44.44% | 19:38 | 14:03 | 14:03 | 15:48 | 16:18 | 32:21 | 02:15 | 01:40 |
 | Outworld Destroyer | 5 | 71.43% | 85.5 | 80.00% | +80.00% | +20.00% | +20.00% | 0.00% | 15:26 | 12:19 | 12:19 | 16:10 | 17:02 | 17:23 | 04:43 | 03:29 |
 | Night Stalker | 4 | 80.00% | 83.6 | 75.00% | +75.00% | +25.00% | -75.00% | -21.74% | 17:17 | 10:57 | 10:57 | 15:22 | 15:33 | 27:15 | 04:36 | 03:24 |
 | Shadow Demon | 11 | 64.71% | 81.8 | 72.73% | +56.06% | +27.27% | -6.06% | -7.30% | 31:35 | 25:42 | 28:04 | 30:19 | 32:38 | 43:55 | 04:34 | 03:22 |
 | Leshrac | 5 | 50.00% | 80.0 | 80.00% | +60.00% | +20.00% | +20.00% | 0.00% | 29:43 | 20:31 | 20:31 | 24:31 | 31:53 | 47:30 | 11:22 | 08:25 |
 | Shadow Shaman | 9 | 90.00% | 78.2 | 66.67% | +66.67% | +33.33% | -16.67% | -10.20% | 20:49 | 14:59 | 16:17 | 19:39 | 21:11 | 32:53 | 04:54 | 03:37 |
 | Templar Assassin | 26 | 92.86% | 76.4 | 65.38% | +65.38% | +6.05% | +1.29% | -0.96% | 19:54 | 12:36 | 16:31 | 18:04 | 21:30 | 32:49 | 04:59 | 03:41 |
 | Grimstroke | 3 | 16.67% | 74.5 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 29:55 | 26:51 | 26:51 | 27:46 | 35:07 | 35:07 | 08:16 | 06:07 |
 | Sand King | 5 | 100.00% | 72.7 | 60.00% | +60.00% | +40.00% | -60.00% | -55.56% | 11:50 | 09:56 | 09:56 | 11:10 | 11:44 | 15:23 | 01:48 | 01:20 |
 | Medusa | 2 | 22.22% | 70.9 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 36:57 | 31:15 | 31:15 | 42:38 | 42:38 | 42:38 | 11:23 | 08:25 |
 | Rubick | 6 | 50.00% | 69.1 | 66.67% | +50.00% | +33.33% | -66.67% | 0.00% | 27:09 | 22:29 | 23:29 | 24:07 | 31:47 | 36:37 | 08:18 | 06:08 |
 | Tusk | 13 | 92.86% | 67.3 | 53.85% | +53.85% | +46.15% | -20.52% | -5.43% | 23:10 | 13:28 | 16:51 | 21:22 | 29:08 | 32:41 | 12:17 | 09:05 |
 | Terrorblade | 2 | 16.67% | 65.5 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 29:56 | 29:33 | 29:33 | 30:19 | 30:19 | 30:19 | 00:46 | 00:34 |
 | Dark Seer | 9 | 75.00% | 63.6 | 55.56% | +55.56% | -5.56% | -5.56% | 0.00% | 22:00 | 13:24 | 19:48 | 22:14 | 23:04 | 27:55 | 03:16 | 02:25 |
 | Puck | 10 | 100.00% | 61.8 | 50.00% | +50.00% | +16.67% | -50.00% | -9.80% | 19:54 | 15:13 | 17:12 | 19:08 | 24:00 | 26:16 | 06:48 | 05:02 |
 | Slardar | 4 | 100.00% | 60.0 | 50.00% | +50.00% | +50.00% | +50.00% | 0.00% | 15:38 | 10:25 | 10:25 | 12:00 | 17:42 | 22:24 | 07:17 | 05:23 |
 | Mars | 30 | 96.77% | 58.2 | 50.00% | +50.00% | 0.00% | -7.14% | -1.90% | 14:57 | 09:51 | 12:23 | 13:33 | 16:09 | 27:12 | 03:46 | 02:47 |
 | Bane | 3 | 7.32% | 56.4 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 33:53 | 31:48 | 31:48 | 33:02 | 36:48 | 36:48 | 05:00 | 03:42 |
 | Tidehunter | 23 | 95.83% | 54.5 | 47.83% | -52.17% | +2.17% | -14.50% | -1.68% | 20:11 | 11:11 | 14:51 | 17:07 | 24:48 | 45:45 | 09:57 | 07:22 |
 | Weaver | 5 | 12.82% | 52.7 | 80.00% | +41.76% | -80.00% | +20.00% | 17.19% | 32:34 | 27:59 | 27:59 | 31:10 | 33:48 | 40:45 | 05:49 | 04:18 |
 | Mirana | 2 | 12.50% | 50.9 | 100.00% | +21.43% | 0.00% | 0.00% | 0.00% | 32:37 | 29:00 | 29:00 | 36:13 | 36:13 | 36:13 | 07:13 | 05:20 |
 | Pangolier | 13 | 92.86% | 49.1 | 46.15% | +46.15% | +20.52% | -12.82% | -7.55% | 16:45 | 12:41 | 13:32 | 16:48 | 17:57 | 22:18 | 04:25 | 03:16 |
 | Lion | 9 | 100.00% | 47.3 | 44.44% | +44.44% | +55.56% | -44.44% | -10.31% | 23:50 | 16:25 | 18:02 | 24:25 | 27:44 | 29:48 | 09:42 | 07:11 |
 | Legion Commander | 11 | 91.67% | 45.5 | 45.45% | +45.45% | -12.12% | +21.22% | 8.34% | 16:34 | 12:24 | 13:30 | 15:02 | 17:30 | 23:27 | 04:00 | 02:57 |
 | Wraith King | 21 | 87.50% | 43.6 | 42.86% | +9.53% | -42.86% | +17.14% | 12.50% | 18:56 | 14:03 | 15:30 | 18:12 | 20:18 | 29:10 | 04:48 | 03:33 |
 | Chaos Knight | 4 | 66.67% | 41.8 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 24:36 | 14:02 | 14:02 | 19:36 | 21:50 | 42:56 | 07:48 | 05:46 |
 | Phantom Lancer | 1 | 20.00% | 40.0 | 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 |
 | Snapfire | 12 | 35.29% | 38.2 | 50.00% | +9.09% | +16.67% | +16.67% | 0.00% | 21:29 | 13:53 | 15:01 | 18:41 | 21:54 | 36:28 | 06:53 | 05:05 |
 | Tiny | 2 | 66.67% | 36.4 | 50.00% | +50.00% | -50.00% | 0.00% | 8.31% | 16:13 | 13:12 | 13:12 | 19:13 | 19:13 | 19:13 | 06:01 | 04:27 |
 | Treant Protector | 7 | 63.64% | 34.5 | 42.86% | +17.86% | +7.14% | -42.86% | -23.08% | 20:33 | 16:50 | 17:04 | 19:11 | 19:14 | 29:22 | 02:10 | 01:36 |
 | Centaur Warrunner | 3 | 100.00% | 32.7 | 33.33% | +33.33% | -33.33% | 0.00% | 8.26% | 13:54 | 12:12 | 12:12 | 13:16 | 16:14 | 16:14 | 04:02 | 02:59 |
 | Axe | 3 | 100.00% | 30.9 | 33.33% | +33.33% | +66.67% | 0.00% | 0.00% | 12:21 | 11:54 | 11:54 | 12:18 | 12:52 | 12:52 | 00:58 | 00:42 |
 | Lina | 3 | 18.75% | 29.1 | 66.67% | +28.21% | +33.33% | 0.00% | 0.00% | 23:00 | 20:13 | 20:13 | 23:38 | 25:10 | 25:10 | 04:57 | 03:40 |
 | Troll Warlord | 1 | 8.33% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:50 | 31:50 | 31:50 | 31:50 | 31:50 | 31:50 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 7.69% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 00:00 | 00:00 |
 | Death Prophet | 5 | 31.25% | 23.6 | 40.00% | +3.64% | -40.00% | +60.00% | 13.73% | 30:46 | 24:53 | 24:53 | 31:55 | 32:10 | 39:22 | 07:17 | 05:23 |
 | Disruptor | 1 | 5.56% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:15 | 48:15 | 48:15 | 48:15 | 48:15 | 48:15 | 00:00 | 00:00 |
 | Razor | 1 | 5.56% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 2.78% | 18.2 | 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 |
 | Batrider | 4 | 66.67% | 16.4 | 25.00% | -25.00% | +75.00% | -25.00% | -6.90% | 22:31 | 14:13 | 14:13 | 16:36 | 28:43 | 30:31 | 14:30 | 10:44 |
 | Timbersaw | 2 | 18.18% | 14.5 | 50.00% | +38.89% | +50.00% | 0.00% | 0.00% | 32:01 | 28:03 | 28:03 | 35:58 | 35:58 | 35:58 | 07:55 | 05:51 |
 | Jakiro | 2 | 14.29% | 12.7 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 37:55 | 24:14 | 24:14 | 51:35 | 51:35 | 51:35 | 27:21 | 20:15 |
 | Ember Spirit | 2 | 10.53% | 10.9 | 50.00% | -2.94% | -50.00% | 0.00% | 0.00% | 33:00 | 25:25 | 25:25 | 40:35 | 40:35 | 40:35 | 15:10 | 11:14 |
 | Nyx Assassin | 2 | 33.33% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:00 | 18:34 | 18:34 | 29:25 | 29:25 | 29:25 | 10:51 | 08:02 |
 | Doom | 2 | 100.00% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:08 | 21:01 | 21:01 | 21:15 | 21:15 | 21:15 | 00:14 | 00:10 |
 | Winter Wyvern | 1 | 50.00% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:46 | 35:46 | 35:46 | 35:46 | 35:46 | 35:46 | 00:00 | 00:00 |
 | Tinker | 1 | 100.00% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 00:00 | 00:00 |
 | Invoker | 3 | 25.00% | 1.8 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 29:43 | 29:37 | 29:37 | 29:43 | 29:49 | 29:49 | 00:12 | 00:08 |