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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 | |
 | Arcane Boots | 1516 | 36.44% | 67.5 | 53.23% | +19.23% | +2.71% | +0.33% | -0.38% | 11:13 | 03:11 | 06:49 | 09:45 | 13:08 | 44:04 | 04:40 |
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 | |
 | Grimstroke | 2 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 10:02 | 09:08 | 09:08 | 10:56 | 10:56 | 10:56 | 01:48 | 01:20 |
 | Pugna | 6 | 85.71% | 98.5 | 83.33% | -16.67% | +16.67% | +16.67% | 0.00% | 06:44 | 04:36 | 05:38 | 05:44 | 06:35 | 12:00 | 00:57 | 00:42 |
 | Shadow Demon | 14 | 100.00% | 97.1 | 78.57% | +78.57% | +21.43% | +21.43% | 0.00% | 11:54 | 06:47 | 10:08 | 11:29 | 14:24 | 16:31 | 04:16 | 03:09 |
 | Underlord | 5 | 83.33% | 95.6 | 80.00% | -20.00% | +20.00% | -80.00% | -88.24% | 05:27 | 04:37 | 04:37 | 05:12 | 05:45 | 06:50 | 01:08 | 00:50 |
 | Chen | 4 | 100.00% | 94.1 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 16:09 | 11:19 | 11:19 | 15:36 | 17:14 | 20:27 | 05:55 | 04:22 |
 | Beastmaster | 24 | 27.59% | 92.6 | 83.33% | +35.71% | -16.66% | 0.00% | 0.73% | 21:54 | 04:04 | 06:04 | 22:05 | 28:46 | 43:46 | 22:42 | 16:48 |
 | Visage | 10 | 55.56% | 91.2 | 80.00% | +30.00% | -13.33% | +20.00% | 15.87% | 08:16 | 04:22 | 05:38 | 07:06 | 07:44 | 22:00 | 02:06 | 01:33 |
 | Tidehunter | 29 | 85.29% | 89.7 | 72.41% | +72.41% | +13.30% | -15.27% | -8.53% | 07:31 | 04:26 | 05:34 | 07:06 | 08:55 | 18:35 | 03:21 | 02:28 |
 | Crystal Maiden | 10 | 16.95% | 88.2 | 90.00% | +47.14% | +10.00% | +10.00% | 0.00% | 14:32 | 09:23 | 11:13 | 12:15 | 17:08 | 23:30 | 05:55 | 04:22 |
 | Riki | 39 | 75.00% | 86.8 | 71.79% | +17.94% | +8.21% | +8.21% | 0.00% | 20:18 | 06:27 | 18:58 | 20:06 | 22:11 | 37:48 | 03:13 | 02:22 |
 | Shadow Shaman | 4 | 80.00% | 85.3 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 22:10 | 11:29 | 11:29 | 18:21 | 24:56 | 33:52 | 13:27 | 09:57 |
 | Necrophos | 1 | 50.00% | 83.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:34 | 08:34 | 08:34 | 08:34 | 08:34 | 08:34 | 00:00 | 00:00 |
 | Treant Protector | 107 | 61.14% | 82.4 | 69.16% | +26.51% | +1.21% | +1.21% | 0.00% | 15:34 | 05:40 | 11:27 | 12:55 | 19:00 | 42:34 | 07:33 | 05:35 |
 | Mirana | 70 | 78.65% | 80.9 | 65.71% | +18.34% | +6.51% | -1.00% | -1.73% | 13:36 | 05:11 | 10:19 | 11:44 | 14:39 | 44:04 | 04:20 | 03:12 |
 | Brewmaster | 7 | 58.33% | 79.4 | 71.43% | +11.43% | +28.57% | +28.57% | 0.00% | 08:30 | 05:24 | 06:08 | 07:30 | 07:57 | 16:01 | 01:49 | 01:20 |
 | Dark Seer | 20 | 100.00% | 77.9 | 60.00% | +60.00% | -40.00% | 0.00% | 20.00% | 07:01 | 04:32 | 05:45 | 06:52 | 07:45 | 11:16 | 02:00 | 01:28 |
 | Zeus | 24 | 100.00% | 76.5 | 58.33% | +58.33% | -25.00% | +8.34% | 25.32% | 06:20 | 04:43 | 05:42 | 06:20 | 07:01 | 08:03 | 01:19 | 00:58 |
 | Disruptor | 23 | 46.94% | 75.0 | 65.22% | +3.68% | +1.45% | -15.22% | -4.18% | 14:38 | 09:55 | 12:14 | 14:33 | 16:13 | 22:59 | 03:59 | 02:57 |
 | Leshrac | 111 | 100.00% | 73.5 | 57.66% | +57.66% | +10.20% | -11.23% | -15.68% | 06:19 | 04:03 | 05:27 | 06:03 | 06:49 | 11:55 | 01:22 | 01:00 |
 | Oracle | 3 | 75.00% | 72.1 | 66.67% | +66.67% | +33.33% | 0.00% | -12.50% | 14:38 | 13:24 | 13:24 | 14:27 | 16:04 | 16:04 | 02:40 | 01:58 |
 | Magnus | 20 | 90.91% | 70.6 | 55.00% | +5.00% | +25.00% | +5.00% | -9.38% | 06:37 | 04:11 | 05:34 | 06:24 | 07:42 | 08:57 | 02:08 | 01:34 |
 | Broodmother | 72 | 100.00% | 69.1 | 52.78% | +52.78% | +13.89% | +8.33% | -2.61% | 07:17 | 04:17 | 06:06 | 07:00 | 08:14 | 12:05 | 02:08 | 01:34 |
 | Dazzle | 1 | 33.33% | 67.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:46 | 05:46 | 05:46 | 05:46 | 05:46 | 05:46 | 00:00 | 00:00 |
 | Ancient Apparition | 1 | 33.33% | 66.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:27 | 28:27 | 28:27 | 28:27 | 28:27 | 28:27 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 33.33% | 64.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:31 | 08:31 | 08:31 | 08:31 | 08:31 | 08:31 | 00:00 | 00:00 |
 | Enigma | 46 | 100.00% | 63.2 | 50.00% | +50.00% | +8.33% | +4.55% | -3.39% | 06:05 | 04:12 | 05:22 | 05:53 | 06:29 | 09:18 | 01:07 | 00:49 |
 | Silencer | 23 | 29.11% | 61.8 | 60.87% | +14.44% | -10.87% | -27.54% | -5.00% | 16:19 | 09:47 | 12:00 | 13:32 | 15:20 | 38:58 | 03:20 | 02:28 |
 | Lich | 5 | 17.24% | 60.3 | 80.00% | +9.17% | +20.00% | +20.00% | 0.00% | 13:54 | 08:26 | 08:26 | 12:31 | 16:00 | 20:24 | 07:34 | 05:36 |
 | Undying | 36 | 60.00% | 58.8 | 52.78% | +2.78% | +2.78% | -8.34% | -2.37% | 13:57 | 08:28 | 11:20 | 12:39 | 16:02 | 21:35 | 04:42 | 03:28 |
 | Death Prophet | 90 | 64.75% | 57.4 | 50.00% | +3.06% | +6.52% | +13.64% | 3.34% | 07:19 | 04:04 | 05:51 | 06:46 | 07:59 | 32:32 | 02:08 | 01:34 |
 | Rubick | 224 | 96.14% | 55.9 | 47.32% | +13.99% | +2.68% | -8.03% | -3.45% | 11:08 | 03:11 | 08:57 | 10:31 | 12:03 | 34:23 | 03:06 | 02:17 |
 | Storm Spirit | 8 | 38.10% | 54.4 | 62.50% | +16.35% | -12.50% | +37.50% | 37.97% | 06:19 | 05:19 | 05:38 | 06:02 | 06:57 | 07:29 | 01:19 | 00:58 |
 | Doom | 31 | 59.62% | 52.9 | 51.61% | -5.53% | +10.89% | -1.61% | -2.02% | 08:49 | 03:55 | 05:30 | 08:17 | 11:41 | 17:55 | 06:11 | 04:34 |
 | Sven | 2 | 11.76% | 51.5 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 29:27 | 22:54 | 22:54 | 35:59 | 35:59 | 35:59 | 13:05 | 09:41 |
 | Viper | 4 | 22.22% | 50.0 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 08:19 | 05:26 | 05:26 | 06:38 | 07:55 | 13:16 | 02:29 | 01:50 |
 | Earth Spirit | 4 | 20.00% | 48.5 | 75.00% | +37.50% | +25.00% | -75.00% | -12.24% | 16:29 | 06:25 | 06:25 | 06:49 | 14:35 | 38:08 | 08:10 | 06:02 |
 | Axe | 1 | 25.00% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 00:00 | 00:00 |
 | Timbersaw | 14 | 100.00% | 45.6 | 42.86% | +42.86% | +32.14% | -9.53% | -10.82% | 08:23 | 03:22 | 06:34 | 07:42 | 10:25 | 14:41 | 03:51 | 02:51 |
 | Hoodwink | 81 | 93.10% | 44.1 | 43.21% | +43.21% | -8.21% | +1.79% | 2.43% | 12:57 | 06:37 | 10:26 | 12:15 | 14:33 | 26:33 | 04:07 | 03:02 |
 | Techies | 16 | 84.21% | 42.6 | 43.75% | +10.42% | +31.25% | +6.25% | -7.77% | 12:52 | 07:01 | 09:40 | 10:29 | 12:53 | 26:24 | 03:13 | 02:22 |
 | Centaur Warrunner | 11 | 25.58% | 41.2 | 54.55% | -11.08% | +12.12% | +12.12% | 0.00% | 22:45 | 17:01 | 18:03 | 19:57 | 22:37 | 39:03 | 04:34 | 03:22 |
 | Earthshaker | 7 | 77.78% | 39.7 | 42.86% | -57.14% | -42.86% | -42.86% | 0.00% | 12:06 | 07:56 | 08:28 | 10:37 | 11:02 | 25:15 | 02:34 | 01:54 |
 | Pangolier | 80 | 94.12% | 38.2 | 37.50% | +17.50% | +2.50% | -7.50% | -4.65% | 08:09 | 04:32 | 06:50 | 07:48 | 08:59 | 13:27 | 02:09 | 01:35 |
 | Snapfire | 90 | 78.26% | 36.8 | 34.44% | -1.56% | +9.04% | -16.26% | -4.54% | 10:51 | 03:29 | 07:10 | 10:26 | 12:44 | 28:58 | 05:34 | 04:07 |
 | Dawnbreaker | 25 | 65.79% | 35.3 | 36.00% | -2.46% | -2.67% | -2.67% | 0.00% | 11:46 | 04:32 | 10:15 | 12:27 | 13:15 | 17:44 | 03:00 | 02:13 |
 | Clockwerk | 6 | 4.92% | 33.8 | 66.67% | +11.50% | -66.67% | +33.33% | 22.30% | 12:44 | 09:01 | 10:27 | 11:38 | 14:56 | 16:13 | 04:29 | 03:19 |
 | Razor | 1 | 12.50% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:01 | 07:01 | 07:01 | 07:01 | 07:01 | 07:01 | 00:00 | 00:00 |
 | Void Spirit | 1 | 11.11% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:22 | 07:22 | 07:22 | 07:22 | 07:22 | 07:22 | 00:00 | 00:00 |
 | Omniknight | 6 | 75.00% | 29.4 | 33.33% | -16.67% | -33.33% | +66.67% | 14.67% | 19:52 | 12:19 | 15:18 | 18:22 | 22:07 | 32:27 | 06:49 | 05:02 |
 | Skywrath Mage | 11 | 50.00% | 27.9 | 36.36% | -9.09% | -3.03% | -36.36% | -12.50% | 15:29 | 09:04 | 12:54 | 14:46 | 15:34 | 27:01 | 02:40 | 01:58 |
 | Tiny | 16 | 11.43% | 26.5 | 43.75% | -3.83% | -18.75% | +31.25% | 4.08% | 21:42 | 08:03 | 12:36 | 22:03 | 24:51 | 38:06 | 12:15 | 09:04 |
 | Primal Beast | 15 | 22.39% | 25.0 | 40.00% | -8.08% | +35.00% | -15.00% | -23.26% | 06:59 | 03:39 | 05:40 | 06:58 | 07:49 | 12:04 | 02:09 | 01:35 |
 | Tusk | 11 | 7.14% | 23.5 | 45.45% | +0.69% | +21.22% | +54.55% | 10.31% | 10:36 | 04:37 | 05:38 | 07:00 | 08:52 | 31:44 | 03:14 | 02:23 |
 | Mars | 12 | 25.00% | 22.1 | 33.33% | -13.89% | +33.34% | -33.33% | -26.85% | 09:10 | 04:00 | 06:23 | 07:14 | 08:52 | 28:51 | 02:29 | 01:50 |
 | Spirit Breaker | 1 | 4.17% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 00:00 | 00:00 |
 | Phoenix | 1 | 2.44% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:21 | 19:21 | 19:21 | 19:21 | 19:21 | 19:21 | 00:00 | 00:00 |
 | Outworld Destroyer | 2 | 13.33% | 17.6 | 50.00% | -26.92% | +50.00% | 0.00% | 0.00% | 29:36 | 22:17 | 22:17 | 36:55 | 36:55 | 36:55 | 14:38 | 10:50 |
 | Dark Willow | 2 | 10.00% | 16.2 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 08:46 | 04:58 | 04:58 | 12:34 | 12:34 | 12:34 | 07:36 | 05:37 |
 | Batrider | 3 | 4.05% | 14.7 | 33.33% | -25.82% | -33.33% | 0.00% | 0.00% | 17:11 | 09:22 | 09:22 | 20:58 | 21:13 | 21:13 | 11:51 | 08:46 |
 | Keeper of the Light | 8 | 15.09% | 13.2 | 12.50% | -36.39% | -12.50% | +37.50% | 8.31% | 15:36 | 06:18 | 10:29 | 13:47 | 16:30 | 30:50 | 06:01 | 04:27 |
 | Bounty Hunter | 1 | 25.00% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 00:00 | 00:00 |
 | Lina | 1 | 1.30% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:22 | 13:22 | 13:22 | 13:22 | 13:22 | 13:22 | 00:00 | 00:00 |
 | Warlock | 2 | 66.67% | 8.8 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 18:18 | 14:41 | 14:41 | 21:55 | 21:55 | 21:55 | 07:14 | 05:21 |
 | Jakiro | 4 | 40.00% | 7.4 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 16:06 | 11:45 | 11:45 | 14:51 | 18:04 | 19:44 | 06:19 | 04:40 |
 | Sand King | 1 | 25.00% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:55 | 09:55 | 09:55 | 09:55 | 09:55 | 09:55 | 00:00 | 00:00 |
 | Winter Wyvern | 3 | 100.00% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:56 | 12:11 | 12:11 | 13:15 | 16:21 | 16:21 | 04:10 | 03:05 |
 | Witch Doctor | 1 | 33.33% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:05 | 15:05 | 15:05 | 15:05 | 15:05 | 15:05 | 00:00 | 00:00 |
 | Naga Siren | 1 | 2.44% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:03 | 21:03 | 21:03 | 21:03 | 21:03 | 21:03 | 00:00 | 00:00 |