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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 | |
 | Hood of Defiance | 551 | 13.41% | 69.2 | 53.90% | +7.28% | +4.80% | -8.25% | -2.09% | 13:31 | 04:28 | 09:51 | 12:09 | 16:05 | 45:06 | 04:37 |
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 | 12 | 35.29% | 100.0 | 83.33% | +33.33% | +16.67% | -16.66% | -7.09% | 12:02 | 05:32 | 09:11 | 11:01 | 13:53 | 19:37 | 04:42 | 03:28 |
 | Venomancer | 6 | 42.86% | 97.9 | 83.33% | +45.83% | +16.67% | +16.67% | 0.00% | 15:56 | 12:41 | 13:27 | 15:21 | 17:08 | 21:05 | 03:41 | 02:43 |
 | Razor | 4 | 16.67% | 95.7 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 13:20 | 08:53 | 08:53 | 11:43 | 15:10 | 17:33 | 06:17 | 04:39 |
 | Legion Commander | 19 | 47.50% | 93.6 | 68.42% | +25.56% | +11.58% | -28.42% | -20.51% | 12:29 | 05:21 | 11:23 | 12:47 | 13:20 | 19:11 | 01:57 | 01:26 |
 | Spirit Breaker | 2 | 25.00% | 91.5 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 16:58 | 15:02 | 15:02 | 18:54 | 18:54 | 18:54 | 03:52 | 02:51 |
 | Leshrac | 21 | 28.38% | 89.4 | 71.43% | +22.37% | -31.43% | +8.57% | 9.30% | 15:09 | 08:53 | 11:55 | 13:25 | 16:13 | 31:58 | 04:18 | 03:11 |
 | Tidehunter | 43 | 82.69% | 87.2 | 55.81% | +11.37% | +7.83% | -19.45% | -8.23% | 09:25 | 04:28 | 07:57 | 09:33 | 11:16 | 14:12 | 03:19 | 02:27 |
 | Bristleback | 34 | 82.93% | 85.1 | 55.88% | -1.26% | -11.44% | +6.62% | 4.53% | 11:39 | 05:02 | 08:53 | 11:29 | 12:52 | 21:49 | 03:59 | 02:57 |
 | Timbersaw | 55 | 91.67% | 83.0 | 54.55% | +34.55% | -4.55% | +9.74% | 8.17% | 10:55 | 06:37 | 09:34 | 10:35 | 11:19 | 21:36 | 01:45 | 01:17 |
 | Centaur Warrunner | 110 | 78.01% | 80.9 | 51.82% | +13.11% | +8.89% | -3.67% | -2.88% | 12:27 | 05:11 | 09:36 | 11:04 | 13:58 | 44:20 | 04:22 | 03:14 |
 | Dark Seer | 24 | 64.86% | 78.7 | 54.17% | +15.71% | +12.50% | -20.84% | -3.71% | 19:48 | 11:20 | 15:09 | 20:06 | 24:08 | 26:46 | 08:59 | 06:39 |
 | Snapfire | 7 | 4.79% | 76.6 | 85.71% | +36.07% | -35.71% | +14.29% | 4.69% | 24:10 | 15:30 | 16:14 | 25:08 | 26:53 | 32:31 | 10:39 | 07:53 |
 | Underlord | 20 | 83.33% | 74.5 | 50.00% | 0.00% | +10.00% | -10.00% | -5.71% | 11:06 | 05:04 | 08:39 | 10:10 | 12:09 | 24:09 | 03:30 | 02:35 |
 | Necrophos | 19 | 90.48% | 72.3 | 47.37% | -52.63% | +12.63% | +32.63% | 11.43% | 10:38 | 06:49 | 08:23 | 09:18 | 10:08 | 30:33 | 01:45 | 01:17 |
 | Pudge | 1 | 25.00% | 70.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |
 | Slardar | 8 | 25.00% | 68.1 | 62.50% | 0.00% | -12.50% | -12.50% | 0.00% | 10:26 | 08:33 | 08:47 | 10:27 | 11:32 | 12:28 | 02:45 | 02:02 |
 | Mars | 17 | 16.50% | 66.0 | 58.82% | +7.66% | -8.82% | -58.82% | -9.23% | 13:46 | 05:08 | 10:32 | 13:19 | 15:57 | 30:28 | 05:25 | 04:00 |
 | Broodmother | 21 | 75.00% | 63.8 | 42.86% | 0.00% | +17.14% | -22.86% | -7.25% | 12:33 | 07:25 | 09:43 | 11:26 | 15:14 | 24:33 | 05:31 | 04:05 |
 | Enchantress | 17 | 20.99% | 61.7 | 52.94% | -8.00% | +22.06% | -2.94% | -3.23% | 19:25 | 12:26 | 15:50 | 17:25 | 23:34 | 31:38 | 07:44 | 05:43 |
 | Phantom Lancer | 7 | 29.17% | 59.6 | 57.14% | +15.96% | -7.14% | +42.86% | 37.04% | 16:18 | 15:19 | 15:23 | 15:43 | 16:44 | 17:43 | 01:21 | 01:00 |
 | Dragon Knight | 6 | 13.64% | 57.4 | 66.67% | +29.83% | -16.67% | +33.33% | 0.00% | 12:53 | 10:17 | 11:18 | 11:50 | 14:45 | 16:35 | 03:27 | 02:33 |
 | Io | 2 | 5.71% | 55.3 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% | 15:26 | 14:01 | 14:01 | 16:50 | 16:50 | 16:50 | 02:49 | 02:05 |
 | Treant Protector | 2 | 5.26% | 53.2 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 23:56 | 17:29 | 17:29 | 30:22 | 30:22 | 30:22 | 12:53 | 09:32 |
 | Doom | 10 | 20.41% | 51.1 | 50.00% | -8.97% | +16.67% | -50.00% | -29.20% | 12:36 | 07:38 | 10:45 | 11:39 | 13:02 | 19:37 | 02:17 | 01:41 |
 | Clockwerk | 14 | 31.82% | 48.9 | 42.86% | -7.14% | +57.14% | -9.53% | -12.27% | 16:54 | 10:49 | 13:54 | 15:48 | 19:20 | 26:25 | 05:26 | 04:01 |
 | Death Prophet | 19 | 33.33% | 46.8 | 36.84% | -7.90% | +3.16% | -16.84% | -3.47% | 14:00 | 09:16 | 10:33 | 15:04 | 16:19 | 19:03 | 05:46 | 04:16 |
 | Ogre Magi | 1 | 10.00% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 00:00 | 00:00 |
 | Tiny | 2 | 1.46% | 42.6 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 20:44 | 17:02 | 17:02 | 24:26 | 24:26 | 24:26 | 07:24 | 05:28 |
 | Earth Spirit | 3 | 5.56% | 40.4 | 66.67% | +23.53% | -66.67% | 0.00% | 0.00% | 20:00 | 17:29 | 17:29 | 17:47 | 24:44 | 24:44 | 07:15 | 05:22 |
 | Omniknight | 2 | 28.57% | 38.3 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 13:35 | 11:28 | 11:28 | 15:41 | 15:41 | 15:41 | 04:13 | 03:07 |
 | Alchemist | 2 | 28.57% | 36.2 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 11:47 | 10:26 | 10:26 | 13:08 | 13:08 | 13:08 | 02:42 | 02:00 |
 | Sand King | 5 | 13.51% | 34.0 | 40.00% | -3.75% | +60.00% | -40.00% | 0.00% | 15:11 | 12:12 | 12:12 | 15:38 | 15:41 | 16:51 | 03:29 | 02:34 |
 | Gyrocopter | 1 | 2.04% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:34 | 17:34 | 17:34 | 17:34 | 17:34 | 17:34 | 00:00 | 00:00 |
 | Pangolier | 2 | 6.67% | 29.8 | 50.00% | +10.71% | -50.00% | 0.00% | 0.00% | 20:43 | 16:11 | 16:11 | 25:15 | 25:15 | 25:15 | 09:04 | 06:42 |
 | Mirana | 2 | 3.28% | 27.7 | 50.00% | -0.85% | -50.00% | 0.00% | 0.00% | 36:57 | 28:47 | 28:47 | 45:06 | 45:06 | 45:06 | 16:19 | 12:05 |
 | Bloodseeker | 4 | 16.00% | 25.5 | 25.00% | -13.10% | -25.00% | -25.00% | 0.00% | 18:07 | 10:54 | 10:54 | 17:55 | 21:24 | 22:13 | 10:30 | 07:46 |
 | Viper | 4 | 12.90% | 23.4 | 25.00% | -26.85% | -25.00% | -25.00% | 0.00% | 15:24 | 12:35 | 12:35 | 15:21 | 16:46 | 16:55 | 04:11 | 03:05 |
 | Nyx Assassin | 3 | 3.85% | 21.3 | 33.33% | -32.00% | +66.67% | 0.00% | 0.00% | 22:26 | 19:43 | 19:43 | 20:17 | 27:17 | 27:17 | 07:34 | 05:36 |
 | Axe | 8 | 18.18% | 19.1 | 12.50% | -43.06% | +37.50% | -12.50% | -5.01% | 13:08 | 05:00 | 06:54 | 09:50 | 16:53 | 25:48 | 09:59 | 07:23 |
 | Faceless Void | 3 | 5.08% | 17.0 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 13:27 | 07:16 | 07:16 | 11:41 | 21:23 | 21:23 | 14:07 | 10:27 |
 | Bounty Hunter | 1 | 14.29% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:32 | 23:32 | 23:32 | 23:32 | 23:32 | 23:32 | 00:00 | 00:00 |
 | Nature's Prophet | 1 | 3.45% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:45 | 11:45 | 11:45 | 11:45 | 11:45 | 11:45 | 00:00 | 00:00 |
 | Kunkka | 1 | 10.00% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:45 | 08:45 | 08:45 | 08:45 | 08:45 | 08:45 | 00:00 | 00:00 |
 | Undying | 1 | 5.56% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 00:00 | 00:00 |
 | Visage | 2 | 33.33% | 6.4 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 19:23 | 12:47 | 12:47 | 25:58 | 25:58 | 25:58 | 13:11 | 09:45 |
 | Beastmaster | 2 | 3.92% | 4.3 | 0.00% | -59.18% | 0.00% | 0.00% | 0.00% | 14:07 | 07:44 | 07:44 | 20:30 | 20:30 | 20:30 | 12:46 | 09:27 |
 | Monkey King | 1 | 7.69% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 00:00 | 00:00 |