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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 | |
 | Boots of Travel | 266 | 6.27% | 98.4 | 69.17% | +21.14% | +5.46% | +0.53% | -0.43% | 37:35 | 14:45 | 31:14 | 37:02 | 42:42 | 1:08:02 | 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 | |
 | Timbersaw | 13 | 15.48% | 100.0 | 92.31% | +43.01% | +7.69% | -25.64% | -3.23% | 35:05 | 24:36 | 29:26 | 31:37 | 39:45 | 45:37 | 10:19 | 07:38 |
 | Grimstroke | 2 | 40.00% | 97.9 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 52:45 | 49:18 | 49:18 | 56:11 | 56:11 | 56:11 | 06:53 | 05:05 |
 | Void Spirit | 9 | 5.52% | 95.7 | 100.00% | +48.70% | 0.00% | 0.00% | 0.00% | 37:35 | 27:04 | 27:09 | 39:58 | 42:31 | 47:51 | 15:22 | 11:22 |
 | Doom | 49 | 37.12% | 93.6 | 71.43% | +23.24% | +11.90% | -21.43% | -3.56% | 35:19 | 18:09 | 30:42 | 33:57 | 40:04 | 53:34 | 09:22 | 06:56 |
 | Venomancer | 5 | 9.43% | 91.5 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 35:01 | 24:13 | 24:13 | 28:14 | 37:41 | 57:32 | 13:28 | 09:58 |
 | Rubick | 5 | 5.10% | 89.4 | 100.00% | +64.52% | 0.00% | 0.00% | 0.00% | 50:23 | 37:22 | 37:22 | 52:55 | 58:27 | 58:28 | 21:05 | 15:37 |
 | Techies | 9 | 4.21% | 87.2 | 88.89% | +30.35% | +11.11% | +11.11% | 0.00% | 44:46 | 34:16 | 36:08 | 48:14 | 49:16 | 55:29 | 13:08 | 09:43 |
 | Keeper of the Light | 7 | 7.45% | 85.1 | 85.71% | +39.73% | +14.29% | -35.71% | 0.00% | 42:30 | 31:15 | 40:12 | 42:42 | 43:09 | 53:34 | 02:57 | 02:11 |
 | Batrider | 57 | 49.14% | 83.0 | 54.39% | +12.02% | +17.04% | -11.53% | -2.92% | 35:58 | 22:27 | 30:31 | 34:36 | 40:18 | 58:07 | 09:47 | 07:14 |
 | Shadow Demon | 3 | 7.14% | 80.9 | 100.00% | +41.03% | 0.00% | 0.00% | 0.00% | 37:57 | 36:43 | 36:43 | 36:52 | 40:17 | 40:17 | 03:34 | 02:38 |
 | Axe | 4 | 22.22% | 78.7 | 75.00% | +32.14% | +25.00% | -75.00% | 0.00% | 29:33 | 18:46 | 18:46 | 30:12 | 34:04 | 35:08 | 15:18 | 11:20 |
 | Snapfire | 4 | 19.05% | 76.6 | 75.00% | +45.59% | +25.00% | -75.00% | -10.99% | 28:26 | 18:46 | 18:46 | 24:37 | 27:52 | 42:27 | 09:06 | 06:44 |
 | Pangolier | 10 | 7.75% | 74.5 | 70.00% | +20.42% | -3.33% | +30.00% | 4.76% | 38:31 | 27:07 | 34:37 | 36:19 | 41:37 | 49:10 | 07:00 | 05:11 |
 | Mars | 2 | 9.09% | 72.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 40:06 | 35:38 | 35:38 | 44:34 | 44:34 | 44:34 | 08:56 | 06:37 |
 | Puck | 16 | 35.56% | 70.2 | 50.00% | +29.31% | -25.00% | 0.00% | 2.58% | 37:39 | 27:16 | 31:08 | 37:51 | 40:50 | 53:41 | 09:42 | 07:11 |
 | Centaur Warrunner | 1 | 16.67% | 68.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:27 | 43:27 | 43:27 | 43:27 | 43:27 | 43:27 | 00:00 | 00:00 |
 | Invoker | 7 | 58.33% | 66.0 | 42.86% | +2.86% | -42.86% | +7.14% | 3.83% | 33:47 | 21:04 | 25:46 | 34:51 | 38:49 | 41:46 | 13:03 | 09:40 |
 | Ogre Magi | 1 | 14.29% | 63.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 00:00 | 00:00 |
 | Queen of Pain | 2 | 3.70% | 61.7 | 100.00% | +44.23% | 0.00% | 0.00% | 0.00% | 42:52 | 32:04 | 32:04 | 53:39 | 53:39 | 53:39 | 21:35 | 15:59 |
 | Underlord | 2 | 3.23% | 59.6 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 46:25 | 46:05 | 46:05 | 46:44 | 46:44 | 46:44 | 00:39 | 00:28 |
 | Beastmaster | 6 | 4.84% | 57.4 | 66.67% | +6.50% | +33.33% | +33.33% | 0.00% | 41:14 | 27:00 | 37:33 | 38:28 | 48:15 | 52:41 | 10:42 | 07:55 |
 | Medusa | 4 | 4.17% | 55.3 | 75.00% | +18.48% | -75.00% | +25.00% | 0.00% | 40:54 | 25:32 | 25:32 | 42:40 | 46:49 | 48:36 | 21:17 | 15:45 |
 | Windranger | 2 | 2.20% | 53.2 | 100.00% | +57.30% | 0.00% | 0.00% | 0.00% | 1:02:46 | 57:30 | 57:30 | 1:08:02 | 1:08:02 | 1:08:02 | 10:32 | 07:48 |
 | Silencer | 2 | 2.06% | 51.1 | 100.00% | +55.79% | 0.00% | 0.00% | 0.00% | 46:28 | 38:34 | 38:34 | 54:22 | 54:22 | 54:22 | 15:48 | 11:42 |
 | Enigma | 1 | 10.00% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Dark Willow | 3 | 11.54% | 46.8 | 66.67% | +23.19% | +33.33% | 0.00% | -1.11% | 44:55 | 31:14 | 31:14 | 42:19 | 1:01:13 | 1:01:13 | 29:59 | 22:12 |
 | Ember Spirit | 7 | 6.36% | 44.7 | 57.14% | +16.36% | -7.14% | -7.14% | 0.00% | 32:31 | 14:45 | 24:47 | 29:17 | 38:22 | 46:47 | 13:35 | 10:03 |
 | Lifestealer | 1 | 7.14% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:05 | 16:05 | 16:05 | 16:05 | 16:05 | 16:05 | 00:00 | 00:00 |
 | Huskar | 2 | 33.33% | 40.4 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 36:23 | 33:06 | 33:06 | 39:39 | 39:39 | 39:39 | 06:33 | 04:51 |
 | Tiny | 1 | 5.26% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:03 | 47:03 | 47:03 | 47:03 | 47:03 | 47:03 | 00:00 | 00:00 |
 | Dark Seer | 1 | 3.03% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:38 | 57:38 | 57:38 | 57:38 | 57:38 | 57:38 | 00:00 | 00:00 |
 | Faceless Void | 1 | 2.78% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 |
 | Dragon Knight | 2 | 20.00% | 31.9 | 50.00% | +12.50% | +50.00% | 0.00% | 0.00% | 41:07 | 32:44 | 32:44 | 49:30 | 49:30 | 49:30 | 16:46 | 12:25 |
 | Clinkz | 1 | 2.33% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:06 | 44:06 | 44:06 | 44:06 | 44:06 | 44:06 | 00:00 | 00:00 |
 | Morphling | 1 | 1.89% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 00:00 | 00:00 |
 | Oracle | 1 | 1.75% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:39 | 39:39 | 39:39 | 39:39 | 39:39 | 39:39 | 00:00 | 00:00 |
 | Lich | 4 | 4.60% | 23.4 | 50.00% | -9.04% | +50.00% | -50.00% | 0.00% | 43:36 | 39:03 | 39:03 | 42:47 | 44:48 | 47:46 | 05:45 | 04:15 |
 | Bloodseeker | 1 | 1.35% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:17 | 39:17 | 39:17 | 39:17 | 39:17 | 39:17 | 00:00 | 00:00 |
 | Mirana | 1 | 1.22% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:50 | 1:01:50 | 1:01:50 | 1:01:50 | 1:01:50 | 1:01:50 | 00:00 | 00:00 |
 | Arc Warden | 4 | 50.00% | 17.0 | 25.00% | -50.00% | +75.00% | -25.00% | -9.02% | 31:32 | 22:41 | 22:41 | 31:00 | 33:46 | 38:42 | 11:05 | 08:12 |
 | Winter Wyvern | 2 | 11.76% | 14.9 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 27:03 | 22:51 | 22:51 | 31:14 | 31:14 | 31:14 | 08:23 | 06:12 |
 | Magnus | 1 | 0.69% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 00:00 | 00:00 |
 | Alchemist | 2 | 3.28% | 10.6 | 50.00% | +2.54% | +50.00% | 0.00% | 0.00% | 33:11 | 32:12 | 32:12 | 34:09 | 34:09 | 34:09 | 01:57 | 01:26 |
 | Pugna | 4 | 5.26% | 8.5 | 25.00% | -27.78% | -25.00% | +75.00% | 9.55% | 40:05 | 30:01 | 30:01 | 39:08 | 40:29 | 50:43 | 10:28 | 07:45 |
 | Zeus | 1 | 100.00% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 00:00 | 00:00 |
 | Death Prophet | 1 | 7.14% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:29 | 31:29 | 31:29 | 31:29 | 31:29 | 31:29 | 00:00 | 00:00 |
 | Viper | 1 | 50.00% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:26 | 41:26 | 41:26 | 41:26 | 41:26 | 41:26 | 00:00 | 00:00 |