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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 | |
 | Lotus Orb | 252 | 4.21% | 78.3 | 60.32% | +11.12% | 0.00% | -1.59% | -0.14% | 29:54 | 13:15 | 23:24 | 29:12 | 34:53 | 1:04:02 | 08:30 |
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 | |
 | Necrophos | 14 | 43.75% | 100.0 | 71.43% | +15.87% | +3.57% | -38.10% | -3.96% | 25:39 | 16:13 | 18:42 | 23:25 | 29:13 | 44:04 | 10:31 | 07:47 |
 | Death Prophet | 30 | 34.09% | 98.2 | 66.67% | +21.84% | +20.83% | +4.76% | -2.31% | 27:05 | 16:12 | 23:18 | 27:11 | 30:16 | 43:14 | 06:58 | 05:09 |
 | Mirana | 6 | 15.38% | 96.4 | 83.33% | +34.85% | +16.67% | +16.67% | 0.00% | 31:22 | 24:40 | 28:23 | 28:54 | 35:18 | 38:40 | 06:55 | 05:07 |
 | Tiny | 11 | 3.78% | 94.6 | 81.82% | +30.03% | -15.15% | +18.18% | 4.58% | 36:38 | 26:37 | 32:13 | 37:21 | 39:30 | 48:23 | 07:17 | 05:23 |
 | Snapfire | 10 | 6.67% | 92.9 | 70.00% | +17.14% | -36.67% | +30.00% | 4.23% | 34:06 | 20:58 | 24:01 | 35:21 | 39:47 | 47:09 | 15:46 | 11:40 |
 | Dawnbreaker | 6 | 3.26% | 91.1 | 83.33% | +38.95% | +16.67% | +16.67% | 0.00% | 37:00 | 21:48 | 33:59 | 35:47 | 42:17 | 47:59 | 08:18 | 06:08 |
 | Timbersaw | 43 | 49.43% | 89.3 | 44.19% | +12.37% | -7.83% | +10.36% | 2.02% | 23:48 | 13:15 | 18:51 | 22:32 | 27:52 | 39:48 | 09:01 | 06:40 |
 | Viper | 7 | 7.78% | 87.5 | 71.43% | +23.24% | -71.43% | +28.57% | 11.63% | 27:45 | 16:12 | 20:25 | 25:21 | 29:01 | 48:59 | 08:36 | 06:22 |
 | Invoker | 2 | 7.41% | 85.7 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 25:32 | 24:54 | 24:54 | 26:10 | 26:10 | 26:10 | 01:16 | 00:56 |
 | Razor | 9 | 6.16% | 83.9 | 66.67% | +19.22% | -16.67% | -16.67% | 0.00% | 27:42 | 21:02 | 22:28 | 26:24 | 28:32 | 42:04 | 06:04 | 04:29 |
 | Witch Doctor | 1 | 16.67% | 82.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 00:00 | 00:00 |
 | Hoodwink | 4 | 7.69% | 80.4 | 75.00% | +33.33% | +25.00% | -75.00% | -8.49% | 29:59 | 20:48 | 20:48 | 29:53 | 32:35 | 36:39 | 11:47 | 08:43 |
 | Enchantress | 8 | 7.62% | 78.6 | 62.50% | +17.14% | +37.50% | -12.50% | -9.26% | 36:47 | 31:57 | 33:06 | 34:50 | 38:30 | 43:08 | 05:24 | 04:00 |
 | Bristleback | 4 | 6.56% | 76.8 | 75.00% | +15.35% | +25.00% | +25.00% | 0.00% | 20:58 | 15:42 | 15:42 | 18:07 | 20:50 | 29:14 | 05:08 | 03:48 |
 | Dragon Knight | 2 | 3.33% | 75.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 32:33 | 28:23 | 28:23 | 36:43 | 36:43 | 36:43 | 08:20 | 06:10 |
 | Magnus | 1 | 12.50% | 73.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:16 | 23:16 | 23:16 | 23:16 | 23:16 | 23:16 | 00:00 | 00:00 |
 | Doom | 2 | 2.30% | 71.4 | 100.00% | +56.47% | 0.00% | 0.00% | 0.00% | 32:07 | 29:55 | 29:55 | 34:19 | 34:19 | 34:19 | 04:24 | 03:15 |
 | Dark Seer | 4 | 28.57% | 69.6 | 50.00% | +20.00% | +50.00% | +50.00% | 0.00% | 28:33 | 22:00 | 22:00 | 26:19 | 31:31 | 34:21 | 09:31 | 07:02 |
 | Centaur Warrunner | 1 | 9.09% | 67.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 00:00 | 00:00 |
 | Marci | 4 | 2.06% | 66.1 | 75.00% | +25.53% | +25.00% | +25.00% | 0.00% | 37:45 | 31:02 | 31:02 | 33:14 | 43:20 | 43:23 | 12:18 | 09:06 |
 | Ogre Magi | 3 | 8.57% | 64.3 | 66.67% | -2.08% | +33.33% | 0.00% | 0.00% | 29:48 | 22:59 | 22:59 | 24:19 | 42:06 | 42:06 | 19:07 | 14:09 |
 | Tidehunter | 1 | 6.67% | 62.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 00:00 | 00:00 |
 | Clockwerk | 8 | 6.50% | 60.7 | 50.00% | +0.43% | 0.00% | -50.00% | -4.55% | 36:56 | 24:57 | 28:46 | 35:17 | 39:45 | 55:55 | 10:59 | 08:08 |
 | Phoenix | 3 | 5.88% | 58.9 | 66.67% | +8.34% | -66.67% | 0.00% | 5.48% | 27:38 | 20:05 | 20:05 | 30:33 | 32:15 | 32:15 | 12:10 | 09:00 |
 | Treant Protector | 3 | 5.77% | 57.1 | 66.67% | +13.61% | -66.67% | 0.00% | 0.00% | 41:14 | 27:29 | 27:29 | 32:12 | 1:04:02 | 1:04:02 | 36:33 | 27:04 |
 | Sven | 1 | 5.56% | 55.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 00:00 | 00:00 |
 | Pangolier | 6 | 6.98% | 53.6 | 50.00% | +3.75% | +50.00% | -50.00% | 0.00% | 27:10 | 22:13 | 22:42 | 27:24 | 30:55 | 31:57 | 08:13 | 06:05 |
 | Axe | 2 | 28.57% | 51.8 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 40:44 | 37:27 | 37:27 | 44:01 | 44:01 | 44:01 | 06:34 | 04:51 |
 | Warlock | 3 | 3.75% | 50.0 | 66.67% | +19.92% | +33.33% | 0.00% | 0.00% | 33:27 | 30:14 | 30:14 | 33:50 | 36:18 | 36:18 | 06:04 | 04:29 |
 | Mars | 3 | 3.49% | 48.2 | 66.67% | +13.66% | -66.67% | 0.00% | 0.00% | 30:41 | 29:30 | 29:30 | 30:04 | 32:29 | 32:29 | 02:59 | 02:12 |
 | Earthshaker | 1 | 2.86% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:12 | 31:12 | 31:12 | 31:12 | 31:12 | 31:12 | 00:00 | 00:00 |
 | Winter Wyvern | 3 | 1.89% | 44.6 | 66.67% | +14.75% | +33.33% | 0.00% | 0.00% | 35:51 | 31:32 | 31:32 | 32:44 | 43:17 | 43:17 | 11:45 | 08:42 |
 | Keeper of the Light | 4 | 4.82% | 42.9 | 50.00% | +1.90% | -50.00% | -50.00% | 0.00% | 21:14 | 17:31 | 17:31 | 18:53 | 20:50 | 27:43 | 03:19 | 02:27 |
 | Rubick | 1 | 1.35% | 41.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:41 | 37:41 | 37:41 | 37:41 | 37:41 | 37:41 | 00:00 | 00:00 |
 | Visage | 1 | 1.27% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:28 | 24:28 | 24:28 | 24:28 | 24:28 | 24:28 | 00:00 | 00:00 |
 | Sand King | 2 | 13.33% | 37.5 | 50.00% | +11.54% | -50.00% | 0.00% | 0.00% | 32:35 | 28:01 | 28:01 | 37:08 | 37:08 | 37:08 | 09:07 | 06:45 |
 | Dazzle | 1 | 1.03% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Monkey King | 1 | 0.90% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:31 | 26:31 | 26:31 | 26:31 | 26:31 | 26:31 | 00:00 | 00:00 |
 | Puck | 1 | 0.42% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:14 | 18:14 | 18:14 | 18:14 | 18:14 | 18:14 | 00:00 | 00:00 |
 | Underlord | 2 | 5.88% | 30.4 | 50.00% | +3.12% | +50.00% | 0.00% | 0.00% | 31:33 | 23:50 | 23:50 | 39:16 | 39:16 | 39:16 | 15:26 | 11:25 |
 | Faceless Void | 2 | 3.57% | 28.6 | 50.00% | -1.85% | +50.00% | 0.00% | 0.00% | 38:24 | 36:38 | 36:38 | 40:10 | 40:10 | 40:10 | 03:32 | 02:37 |
 | Tusk | 2 | 3.08% | 26.8 | 50.00% | -0.79% | -50.00% | 0.00% | 0.00% | 38:40 | 34:20 | 34:20 | 42:59 | 42:59 | 42:59 | 08:39 | 06:24 |
 | Venomancer | 3 | 10.71% | 25.0 | 33.33% | -14.67% | -33.33% | 0.00% | 0.00% | 31:40 | 27:13 | 27:13 | 33:38 | 34:08 | 34:08 | 06:55 | 05:07 |
 | Alchemist | 2 | 2.86% | 23.2 | 50.00% | +5.88% | -50.00% | 0.00% | 0.00% | 33:32 | 33:12 | 33:12 | 33:51 | 33:51 | 33:51 | 00:39 | 00:28 |
 | Batrider | 2 | 2.78% | 21.4 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 29:24 | 26:29 | 26:29 | 32:19 | 32:19 | 32:19 | 05:50 | 04:19 |
 | Nature's Prophet | 2 | 2.63% | 19.6 | 50.00% | +1.35% | +50.00% | 0.00% | 0.00% | 27:35 | 23:57 | 23:57 | 31:13 | 31:13 | 31:13 | 07:16 | 05:22 |
 | Pudge | 4 | 9.09% | 17.9 | 25.00% | -27.50% | -25.00% | -25.00% | 0.00% | 28:26 | 22:47 | 22:47 | 27:14 | 28:17 | 35:25 | 05:30 | 04:04 |
 | Weaver | 4 | 7.55% | 16.1 | 25.00% | -11.73% | -25.00% | +75.00% | 0.00% | 28:40 | 25:39 | 25:39 | 27:47 | 30:12 | 31:03 | 04:33 | 03:22 |
 | Beastmaster | 3 | 2.70% | 14.3 | 33.33% | -26.86% | -33.33% | 0.00% | 0.00% | 35:32 | 32:29 | 32:29 | 36:10 | 37:56 | 37:56 | 05:27 | 04:02 |
 | Io | 1 | 2.00% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:53 | 47:53 | 47:53 | 47:53 | 47:53 | 47:53 | 00:00 | 00:00 |
 | Zeus | 1 | 0.84% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |
 | Chen | 2 | 3.28% | 8.9 | 0.00% | -67.80% | 0.00% | 0.00% | 0.00% | 32:25 | 28:52 | 28:52 | 35:57 | 35:57 | 35:57 | 07:05 | 05:14 |
 | Windranger | 1 | 2.94% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 00:00 | 00:00 |
 | Abaddon | 1 | 5.00% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 00:00 | 00:00 |
 | Skywrath Mage | 1 | 1.75% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 00:00 | 00:00 |
 | Earth Spirit | 2 | 6.25% | 1.8 | 0.00% | -63.33% | 0.00% | 0.00% | 0.00% | 38:03 | 27:53 | 27:53 | 48:13 | 48:13 | 48:13 | 20:20 | 15:03 |