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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 | 676 | 22.53% | 74.0 | 52.96% | +10.94% | -0.89% | +6.80% | 1.00% | 13:07 | 03:18 | 08:22 | 11:23 | 16:03 | 1:16:20 | 05:41 |
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 | |
 | Winter Wyvern | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:03 | 09:03 | 09:03 | 09:03 | 09:03 | 09:03 | 00:00 | 00:00 |
 | Magnus | 11 | 100.00% | 97.9 | 72.73% | +72.73% | +27.27% | -6.06% | -3.53% | 13:27 | 05:33 | 07:44 | 16:13 | 17:11 | 21:38 | 09:27 | 07:00 |
 | Ancient Apparition | 16 | 29.09% | 95.8 | 81.25% | +40.22% | +18.75% | +18.75% | 0.00% | 22:12 | 09:44 | 16:40 | 20:18 | 24:41 | 39:42 | 08:01 | 05:56 |
 | Brewmaster | 1 | 50.00% | 93.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:19 | 07:19 | 07:19 | 07:19 | 07:19 | 07:19 | 00:00 | 00:00 |
 | Io | 9 | 42.86% | 91.7 | 77.78% | +27.78% | +22.22% | -27.78% | -5.95% | 20:45 | 13:41 | 13:57 | 19:08 | 22:21 | 33:31 | 08:24 | 06:13 |
 | Bounty Hunter | 15 | 88.24% | 89.6 | 66.67% | +16.67% | +33.33% | -16.67% | -17.34% | 12:15 | 06:19 | 10:30 | 11:31 | 13:23 | 22:39 | 02:53 | 02:08 |
 | Zeus | 8 | 100.00% | 87.5 | 62.50% | +62.50% | +37.50% | -12.50% | -24.59% | 09:20 | 06:48 | 07:46 | 08:18 | 09:48 | 13:04 | 02:02 | 01:30 |
 | Disruptor | 25 | 49.02% | 85.4 | 68.00% | +14.15% | -1.33% | +15.33% | 2.27% | 18:03 | 07:32 | 13:57 | 17:45 | 21:17 | 27:59 | 07:20 | 05:25 |
 | Underlord | 15 | 100.00% | 83.3 | 60.00% | +60.00% | -10.00% | +15.00% | 11.81% | 07:34 | 04:20 | 05:45 | 06:26 | 07:52 | 19:16 | 02:07 | 01:34 |
 | Enigma | 20 | 95.24% | 81.3 | 60.00% | +60.00% | +20.00% | -20.00% | -25.26% | 04:49 | 03:18 | 04:00 | 04:26 | 05:35 | 06:53 | 01:35 | 01:10 |
 | Warlock | 25 | 48.08% | 79.2 | 64.00% | +38.07% | +2.67% | +19.33% | 2.78% | 18:35 | 06:18 | 13:23 | 16:55 | 19:22 | 47:36 | 05:59 | 04:25 |
 | Dazzle | 12 | 42.86% | 77.1 | 66.67% | +10.42% | -33.34% | 0.00% | 3.63% | 19:37 | 10:31 | 12:06 | 17:20 | 21:17 | 41:08 | 09:11 | 06:48 |
 | Nyx Assassin | 74 | 92.50% | 75.0 | 55.41% | +22.08% | -2.78% | +0.15% | 0.55% | 10:26 | 04:20 | 07:30 | 09:20 | 12:51 | 30:23 | 05:21 | 03:57 |
 | Oracle | 11 | 91.67% | 72.9 | 54.55% | +54.55% | +12.12% | -21.22% | -3.89% | 20:46 | 11:18 | 12:52 | 18:54 | 21:26 | 35:39 | 08:34 | 06:20 |
 | Tusk | 12 | 66.67% | 70.8 | 58.33% | +58.33% | +8.34% | +8.34% | 0.00% | 12:40 | 06:28 | 07:20 | 10:58 | 15:56 | 22:40 | 08:36 | 06:22 |
 | Rubick | 76 | 84.44% | 68.8 | 52.63% | +9.77% | +15.79% | 0.00% | -2.21% | 14:37 | 04:06 | 10:36 | 13:46 | 17:44 | 33:00 | 07:08 | 05:17 |
 | Dark Seer | 55 | 98.21% | 66.7 | 50.91% | +50.91% | -15.20% | -8.05% | 2.88% | 10:15 | 05:30 | 08:10 | 09:34 | 10:39 | 26:02 | 02:29 | 01:50 |
 | Shadow Shaman | 41 | 85.42% | 64.6 | 51.22% | -34.49% | +18.78% | -11.22% | -6.23% | 13:50 | 07:17 | 11:06 | 12:49 | 15:55 | 25:28 | 04:49 | 03:34 |
 | Storm Spirit | 11 | 32.35% | 62.5 | 63.64% | +11.47% | +36.36% | -30.31% | 0.00% | 10:19 | 05:49 | 08:47 | 09:57 | 11:12 | 15:20 | 02:25 | 01:47 |
 | Lina | 52 | 61.18% | 60.4 | 51.92% | -8.69% | +25.00% | -36.54% | -21.34% | 10:01 | 05:55 | 08:34 | 09:41 | 11:27 | 14:36 | 02:53 | 02:08 |
 | Witch Doctor | 20 | 46.51% | 58.3 | 55.00% | +15.87% | -55.00% | +45.00% | 9.32% | 20:21 | 07:36 | 13:55 | 16:20 | 24:39 | 40:12 | 10:44 | 07:57 |
 | Bane | 10 | 62.50% | 56.3 | 50.00% | +33.33% | -16.67% | +50.00% | 4.55% | 24:37 | 08:15 | 11:54 | 13:19 | 26:33 | 1:16:20 | 14:39 | 10:51 |
 | Chen | 5 | 100.00% | 54.2 | 40.00% | +40.00% | -40.00% | +60.00% | 17.96% | 11:36 | 04:37 | 04:37 | 07:45 | 10:11 | 27:44 | 05:34 | 04:07 |
 | Timbersaw | 13 | 100.00% | 52.1 | 38.46% | +38.46% | -5.13% | -5.13% | 0.00% | 09:02 | 05:03 | 05:51 | 09:01 | 11:09 | 14:43 | 05:18 | 03:55 |
 | Tidehunter | 16 | 94.12% | 50.0 | 37.50% | -62.50% | -12.50% | -12.50% | 0.00% | 07:45 | 04:50 | 05:40 | 08:07 | 09:04 | 10:12 | 03:24 | 02:31 |
 | Kunkka | 28 | 62.22% | 47.9 | 39.29% | +4.00% | +17.85% | -10.72% | -5.75% | 12:06 | 04:40 | 08:32 | 11:24 | 13:30 | 23:21 | 04:58 | 03:40 |
 | Omniknight | 23 | 88.46% | 45.8 | 34.78% | +1.45% | -1.45% | -1.45% | 0.00% | 08:09 | 04:56 | 06:57 | 07:49 | 08:44 | 12:02 | 01:47 | 01:19 |
 | Jakiro | 7 | 17.95% | 43.8 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 15:42 | 08:12 | 15:09 | 16:38 | 17:46 | 18:29 | 02:37 | 01:56 |
 | Elder Titan | 1 | 14.29% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:08 | 13:08 | 13:08 | 13:08 | 13:08 | 13:08 | 00:00 | 00:00 |
 | Earthshaker | 27 | 32.93% | 39.6 | 33.33% | -3.03% | +9.53% | -4.76% | -2.98% | 10:17 | 03:46 | 06:34 | 08:49 | 11:22 | 36:30 | 04:48 | 03:33 |
 | Sand King | 2 | 1.41% | 37.5 | 100.00% | +54.29% | 0.00% | 0.00% | 0.00% | 15:41 | 08:46 | 08:46 | 22:36 | 22:36 | 22:36 | 13:50 | 10:14 |
 | Pugna | 4 | 80.00% | 35.4 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 10:32 | 08:00 | 08:00 | 09:16 | 11:45 | 13:05 | 03:45 | 02:46 |
 | Undying | 2 | 28.57% | 33.3 | 50.00% | -30.00% | +50.00% | 0.00% | 0.00% | 11:41 | 08:34 | 08:34 | 14:47 | 14:47 | 14:47 | 06:13 | 04:36 |
 | Skywrath Mage | 2 | 25.00% | 31.3 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 27:12 | 22:26 | 22:26 | 31:58 | 31:58 | 31:58 | 09:32 | 07:03 |
 | Necrophos | 5 | 20.00% | 29.2 | 40.00% | -5.00% | -40.00% | +60.00% | 0.00% | 21:23 | 06:27 | 06:27 | 18:41 | 32:06 | 36:47 | 25:39 | 19:00 |
 | Sven | 1 | 2.50% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 00:00 | 00:00 |
 | Bristleback | 5 | 8.93% | 25.0 | 40.00% | -3.14% | -40.00% | +60.00% | 0.00% | 24:04 | 12:34 | 12:34 | 21:20 | 27:59 | 38:17 | 15:25 | 11:25 |
 | Abaddon | 2 | 11.76% | 22.9 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 13:32 | 12:22 | 12:22 | 14:42 | 14:42 | 14:42 | 02:20 | 01:43 |
 | Venomancer | 2 | 3.17% | 20.8 | 50.00% | +5.74% | -50.00% | 0.00% | 0.00% | 19:54 | 12:06 | 12:06 | 27:41 | 27:41 | 27:41 | 15:35 | 11:32 |
 | Ogre Magi | 1 | 33.33% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:37 | 15:37 | 15:37 | 15:37 | 15:37 | 15:37 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 0.93% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 |
 | Windranger | 1 | 16.67% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 00:00 | 00:00 |
 | Doom | 1 | 7.14% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:27 | 07:27 | 07:27 | 07:27 | 07:27 | 07:27 | 00:00 | 00:00 |
 | Mirana | 1 | 5.56% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:09 | 05:09 | 05:09 | 05:09 | 05:09 | 05:09 | 00:00 | 00:00 |
 | Leshrac | 2 | 50.00% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:49 | 09:25 | 09:25 | 16:13 | 16:13 | 16:13 | 06:48 | 05:02 |
 | Vengeful Spirit | 1 | 7.14% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:38 | 11:38 | 11:38 | 11:38 | 11:38 | 11:38 | 00:00 | 00:00 |
 | Naga Siren | 2 | 100.00% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:46 | 09:28 | 09:28 | 16:03 | 16:03 | 16:03 | 06:35 | 04:52 |
 | Puck | 1 | 1.01% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:31 | 08:31 | 08:31 | 08:31 | 08:31 | 08:31 | 00:00 | 00:00 |