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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 | 502 | 36.12% | 90.8 | 54.98% | +21.54% | +0.58% | +9.82% | 0.76% | 19:51 | 07:42 | 13:05 | 16:55 | 25:16 | 60:38 | 09:01 |
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 | |
 | Magnus | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:32 | 13:32 | 13:32 | 13:32 | 13:32 | 13:32 | 00:00 | 00:00 |
 | Wraith King | 6 | 100.00% | 98.2 | 83.33% | +83.33% | -33.33% | +16.67% | 11.76% | 19:16 | 14:20 | 17:27 | 18:15 | 21:42 | 23:02 | 04:15 | 03:08 |
 | Sven | 4 | 100.00% | 96.5 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 22:33 | 14:51 | 14:51 | 15:06 | 25:04 | 35:09 | 10:13 | 07:34 |
 | Shadow Demon | 16 | 42.11% | 94.7 | 81.25% | +22.16% | -6.25% | -6.25% | 0.00% | 28:40 | 19:14 | 24:11 | 27:02 | 31:30 | 45:59 | 07:19 | 05:25 |
 | Tiny | 51 | 83.61% | 93.0 | 70.59% | +30.59% | +6.33% | +6.33% | 0.00% | 18:02 | 07:42 | 11:32 | 15:10 | 19:37 | 44:51 | 08:05 | 05:59 |
 | Zeus | 1 | 50.00% | 91.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 50.00% | 89.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:43 | 35:43 | 35:43 | 35:43 | 35:43 | 35:43 | 00:00 | 00:00 |
 | Timbersaw | 8 | 42.11% | 87.7 | 75.00% | +11.36% | +25.00% | -75.00% | 0.00% | 29:35 | 19:20 | 23:18 | 28:00 | 33:04 | 40:09 | 09:46 | 07:14 |
 | Centaur Warrunner | 5 | 100.00% | 86.0 | 60.00% | +60.00% | -60.00% | +40.00% | 32.43% | 12:11 | 10:32 | 10:32 | 11:52 | 13:37 | 14:23 | 03:05 | 02:17 |
 | Mars | 57 | 100.00% | 84.2 | 59.65% | +59.65% | +4.64% | +4.64% | 0.00% | 13:22 | 08:49 | 11:57 | 13:09 | 14:35 | 18:22 | 02:38 | 01:57 |
 | Rubick | 13 | 86.67% | 82.5 | 61.54% | +11.54% | +38.46% | -28.21% | -8.21% | 24:16 | 17:24 | 19:02 | 23:12 | 27:09 | 34:38 | 08:07 | 06:00 |
 | Invoker | 5 | 33.33% | 80.7 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 38:33 | 26:14 | 26:14 | 33:07 | 48:39 | 56:28 | 22:25 | 16:36 |
 | Leshrac | 7 | 38.89% | 78.9 | 71.43% | +16.88% | +28.57% | +28.57% | 0.00% | 27:11 | 15:17 | 22:50 | 25:11 | 25:54 | 46:06 | 03:04 | 02:16 |
 | Templar Assassin | 23 | 95.83% | 77.2 | 52.17% | +52.17% | +14.50% | -18.84% | -6.19% | 19:29 | 11:05 | 15:28 | 17:51 | 20:51 | 47:29 | 05:23 | 03:59 |
 | Sand King | 60 | 100.00% | 75.4 | 50.00% | +50.00% | +16.67% | -10.00% | -10.39% | 11:44 | 08:41 | 10:17 | 11:32 | 12:51 | 16:24 | 02:34 | 01:54 |
 | Earthshaker | 2 | 100.00% | 73.7 | 50.00% | +50.00% | -50.00% | 0.00% | 15.38% | 15:15 | 13:37 | 13:37 | 16:52 | 16:52 | 16:52 | 03:15 | 02:24 |
 | Dark Seer | 4 | 100.00% | 71.9 | 50.00% | +50.00% | +50.00% | +50.00% | 0.00% | 21:43 | 13:30 | 13:30 | 18:36 | 21:34 | 33:11 | 08:04 | 05:58 |
 | Puck | 18 | 94.74% | 70.2 | 50.00% | -50.00% | +30.00% | 0.00% | -8.53% | 17:31 | 13:24 | 16:00 | 16:38 | 19:31 | 22:11 | 03:31 | 02:36 |
 | Shadow Shaman | 9 | 69.23% | 68.4 | 55.56% | +30.56% | -55.56% | -5.56% | 7.18% | 23:16 | 17:50 | 18:26 | 21:12 | 25:24 | 36:18 | 06:58 | 05:09 |
 | Terrorblade | 7 | 23.33% | 66.7 | 71.43% | +32.30% | -21.43% | -21.43% | 0.00% | 35:39 | 29:50 | 30:28 | 34:40 | 34:49 | 48:39 | 04:21 | 03:13 |
 | Batrider | 12 | 92.31% | 64.9 | 50.00% | -50.00% | +50.00% | -50.00% | -16.00% | 25:04 | 19:47 | 20:12 | 24:26 | 26:27 | 34:44 | 06:15 | 04:37 |
 | Nyx Assassin | 5 | 50.00% | 63.2 | 60.00% | 0.00% | +40.00% | +40.00% | 0.00% | 26:00 | 17:34 | 17:34 | 21:28 | 33:07 | 38:29 | 15:33 | 11:31 |
 | Dragon Knight | 21 | 100.00% | 61.4 | 42.86% | +42.86% | +17.14% | -2.86% | -7.23% | 13:37 | 10:41 | 11:34 | 12:55 | 14:20 | 26:01 | 02:46 | 02:02 |
 | Earth Spirit | 2 | 10.00% | 59.6 | 100.00% | +38.89% | 0.00% | 0.00% | 0.00% | 47:52 | 42:18 | 42:18 | 53:25 | 53:25 | 53:25 | 11:07 | 08:14 |
 | Snapfire | 24 | 70.59% | 57.9 | 45.83% | +15.83% | +20.84% | +4.17% | -2.68% | 18:34 | 11:00 | 13:23 | 15:25 | 19:36 | 33:21 | 06:13 | 04:36 |
 | Ember Spirit | 2 | 9.09% | 56.1 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 28:03 | 26:53 | 26:53 | 29:13 | 29:13 | 29:13 | 02:20 | 01:43 |
 | Medusa | 4 | 15.38% | 54.4 | 75.00% | +38.64% | -75.00% | +25.00% | 0.00% | 35:54 | 28:09 | 28:09 | 34:36 | 36:29 | 44:23 | 08:20 | 06:10 |
 | Beastmaster | 6 | 60.00% | 52.6 | 50.00% | +25.00% | 0.00% | -50.00% | 0.00% | 24:21 | 20:08 | 22:31 | 23:09 | 24:55 | 30:36 | 02:24 | 01:46 |
 | Tidehunter | 18 | 94.74% | 50.9 | 38.89% | +38.89% | +1.11% | +11.11% | 2.44% | 17:53 | 13:03 | 16:05 | 16:47 | 20:11 | 26:18 | 04:06 | 03:02 |
 | Troll Warlord | 1 | 20.00% | 49.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:57 | 31:57 | 31:57 | 31:57 | 31:57 | 31:57 | 00:00 | 00:00 |
 | Tusk | 15 | 78.95% | 47.4 | 40.00% | -10.00% | -15.00% | +60.00% | 16.13% | 21:34 | 16:40 | 17:44 | 20:02 | 22:23 | 41:11 | 04:39 | 03:26 |
 | Mirana | 4 | 10.81% | 45.6 | 75.00% | +35.61% | +25.00% | -75.00% | 0.00% | 36:15 | 28:45 | 28:45 | 29:03 | 31:09 | 56:02 | 02:24 | 01:46 |
 | Legion Commander | 6 | 100.00% | 43.9 | 33.33% | +33.33% | -33.33% | +66.67% | 14.81% | 13:54 | 08:29 | 09:26 | 12:45 | 16:11 | 22:04 | 06:45 | 05:00 |
 | Axe | 3 | 100.00% | 42.1 | 33.33% | +33.33% | +66.67% | 0.00% | -13.03% | 12:50 | 09:57 | 09:57 | 13:28 | 15:04 | 15:04 | 05:07 | 03:47 |
 | Death Prophet | 8 | 27.59% | 40.4 | 50.00% | +16.67% | +50.00% | -50.00% | -11.52% | 30:35 | 18:32 | 25:54 | 28:41 | 34:35 | 42:07 | 08:41 | 06:25 |
 | Chaos Knight | 12 | 46.15% | 38.6 | 41.67% | -8.33% | +25.00% | -8.34% | -4.67% | 21:40 | 10:38 | 16:07 | 21:48 | 23:15 | 34:03 | 07:08 | 05:17 |
 | Underlord | 1 | 11.11% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 00:00 | 00:00 |
 | Skywrath Mage | 1 | 11.11% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 00:00 | 00:00 |
 | Pangolier | 24 | 88.89% | 33.3 | 29.17% | -37.50% | -12.50% | +4.16% | 3.31% | 17:56 | 12:17 | 14:21 | 16:45 | 19:23 | 32:04 | 05:02 | 03:43 |
 | Phoenix | 1 | 10.00% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:28 | 39:28 | 39:28 | 39:28 | 39:28 | 39:28 | 00:00 | 00:00 |
 | Lina | 4 | 28.57% | 29.8 | 50.00% | -10.00% | -50.00% | +50.00% | 31.91% | 20:18 | 18:05 | 18:05 | 19:43 | 21:13 | 22:09 | 03:08 | 02:19 |
 | Keeper of the Light | 3 | 10.34% | 28.1 | 66.67% | +20.52% | +33.33% | 0.00% | 0.00% | 33:05 | 30:02 | 30:02 | 30:03 | 39:09 | 39:09 | 09:07 | 06:45 |
 | Windranger | 3 | 75.00% | 26.3 | 33.33% | -66.67% | +66.67% | 0.00% | -6.57% | 22:26 | 16:25 | 16:25 | 24:19 | 26:34 | 26:34 | 10:09 | 07:31 |
 | Gyrocopter | 1 | 6.67% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:38 | 60:38 | 60:38 | 60:38 | 60:38 | 60:38 | 00:00 | 00:00 |
 | Monkey King | 1 | 5.26% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:15 | 40:15 | 40:15 | 40:15 | 40:15 | 40:15 | 00:00 | 00:00 |
 | Ursa | 4 | 80.00% | 21.1 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 17:28 | 15:33 | 15:33 | 15:51 | 18:54 | 19:32 | 03:21 | 02:28 |
 | Necrophos | 2 | 28.57% | 19.3 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 22:43 | 20:10 | 20:10 | 25:16 | 25:16 | 25:16 | 05:06 | 03:46 |
 | Bane | 1 | 4.17% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:25 | 27:25 | 27:25 | 27:25 | 27:25 | 27:25 | 00:00 | 00:00 |
 | Weaver | 1 | 4.17% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:54 | 28:54 | 28:54 | 28:54 | 28:54 | 28:54 | 00:00 | 00:00 |
 | Hoodwink | 1 | 3.03% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:19 | 31:19 | 31:19 | 31:19 | 31:19 | 31:19 | 00:00 | 00:00 |
 | Treant Protector | 4 | 57.14% | 12.3 | 25.00% | +25.00% | -25.00% | +75.00% | 21.20% | 30:04 | 26:22 | 26:22 | 26:26 | 31:05 | 36:24 | 04:43 | 03:29 |
 | Grimstroke | 2 | 13.33% | 10.5 | 50.00% | +19.23% | +50.00% | 0.00% | 0.00% | 30:34 | 30:23 | 30:23 | 30:44 | 30:44 | 30:44 | 00:21 | 00:15 |
 | Lion | 1 | 100.00% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:54 | 18:54 | 18:54 | 18:54 | 18:54 | 18:54 | 00:00 | 00:00 |
 | Venomancer | 2 | 50.00% | 7.0 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 38:08 | 25:17 | 25:17 | 50:58 | 50:58 | 50:58 | 25:41 | 19:01 |
 | Night Stalker | 2 | 100.00% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:03 | 24:42 | 24:42 | 25:23 | 25:23 | 25:23 | 00:41 | 00:30 |
 | Oracle | 1 | 25.00% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:22 | 36:22 | 36:22 | 36:22 | 36:22 | 36:22 | 00:00 | 00:00 |
 | Doom | 1 | 100.00% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:57 | 11:57 | 11:57 | 11:57 | 11:57 | 11:57 | 00:00 | 00:00 |