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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 | 707 | 19.16% | 49.6 | 50.50% | +6.16% | +1.48% | +2.61% | 0.17% | 13:55 | 03:05 | 09:07 | 12:00 | 15:46 | 54:15 | 04:55 |
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 | |
 | Ogre Magi | 11 | 32.35% | 100.0 | 90.91% | +56.13% | +9.09% | -24.24% | -6.37% | 16:17 | 10:25 | 13:00 | 16:26 | 18:14 | 20:37 | 05:14 | 03:52 |
 | Centaur Warrunner | 3 | 33.33% | 98.1 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 21:54 | 15:21 | 15:21 | 22:24 | 27:57 | 27:57 | 12:36 | 09:20 |
 | Broodmother | 1 | 50.00% | 96.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 00:00 | 00:00 |
 | Magnus | 4 | 66.67% | 94.3 | 75.00% | +25.00% | +25.00% | -75.00% | -13.42% | 11:26 | 05:05 | 05:05 | 09:55 | 12:32 | 18:12 | 07:27 | 05:31 |
 | Timbersaw | 43 | 100.00% | 92.5 | 55.81% | +55.81% | +7.83% | -1.26% | -4.29% | 07:56 | 04:27 | 06:49 | 07:29 | 08:56 | 13:32 | 02:07 | 01:34 |
 | Mirana | 30 | 37.04% | 90.6 | 63.33% | +10.39% | -0.83% | +22.38% | 1.35% | 20:11 | 06:48 | 10:45 | 17:53 | 27:59 | 40:42 | 17:14 | 12:45 |
 | Lina | 6 | 14.29% | 88.7 | 83.33% | +52.77% | +16.67% | +16.67% | 0.00% | 10:34 | 08:20 | 08:41 | 09:07 | 12:47 | 13:09 | 04:06 | 03:02 |
 | Leshrac | 29 | 74.36% | 86.8 | 55.17% | -4.83% | +44.83% | -40.88% | -79.12% | 07:47 | 05:23 | 07:10 | 07:35 | 08:15 | 10:43 | 01:05 | 00:48 |
 | Shadow Demon | 44 | 75.86% | 84.9 | 52.27% | -12.02% | +29.55% | +2.28% | -9.40% | 11:53 | 03:05 | 09:57 | 11:10 | 12:51 | 22:36 | 02:54 | 02:08 |
 | Pangolier | 65 | 69.89% | 83.0 | 52.31% | +9.45% | -2.31% | -2.31% | 0.00% | 10:56 | 05:11 | 07:50 | 08:56 | 10:50 | 37:35 | 03:00 | 02:13 |
 | Rubick | 46 | 95.83% | 81.1 | 50.00% | 0.00% | 0.00% | -13.64% | -4.09% | 10:21 | 06:20 | 08:39 | 10:00 | 11:59 | 15:29 | 03:20 | 02:28 |
 | Shadow Shaman | 28 | 66.67% | 79.2 | 53.57% | -3.57% | +17.86% | -10.71% | -4.88% | 15:00 | 08:18 | 10:29 | 13:09 | 16:20 | 27:07 | 05:51 | 04:20 |
 | Death Prophet | 9 | 8.65% | 77.4 | 77.78% | +23.04% | +22.22% | -27.78% | 0.00% | 18:02 | 05:19 | 05:42 | 14:05 | 22:18 | 43:08 | 16:36 | 12:17 |
 | Bane | 54 | 55.67% | 75.5 | 51.85% | -13.27% | -8.99% | -5.70% | 0.72% | 15:52 | 08:39 | 12:40 | 14:28 | 17:13 | 41:53 | 04:33 | 03:22 |
 | Grimstroke | 58 | 54.72% | 73.6 | 51.72% | +16.30% | +8.28% | -1.72% | -2.74% | 12:43 | 06:48 | 10:20 | 12:16 | 13:59 | 37:15 | 03:39 | 02:42 |
 | Pugna | 20 | 34.48% | 71.7 | 55.00% | +15.53% | +25.00% | -15.00% | -8.33% | 09:05 | 04:48 | 06:04 | 08:25 | 10:52 | 17:19 | 04:48 | 03:33 |
 | Winter Wyvern | 5 | 45.45% | 69.8 | 60.00% | +10.00% | -60.00% | +40.00% | 10.58% | 15:11 | 08:39 | 08:39 | 16:52 | 18:06 | 19:14 | 09:27 | 07:00 |
 | Bounty Hunter | 1 | 25.00% | 67.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:58 | 08:58 | 08:58 | 08:58 | 08:58 | 08:58 | 00:00 | 00:00 |
 | Sand King | 12 | 8.11% | 66.0 | 66.67% | +18.88% | +33.33% | -33.34% | -4.80% | 27:49 | 09:22 | 17:31 | 26:57 | 31:25 | 50:08 | 13:54 | 10:17 |
 | Abaddon | 8 | 19.05% | 64.2 | 62.50% | -13.97% | -12.50% | +37.50% | 7.79% | 14:52 | 10:21 | 10:54 | 14:13 | 17:19 | 21:10 | 06:25 | 04:45 |
 | Dazzle | 4 | 66.67% | 62.3 | 50.00% | +50.00% | +50.00% | +50.00% | 0.00% | 16:07 | 09:42 | 09:42 | 15:46 | 17:10 | 21:50 | 07:28 | 05:31 |
 | Skywrath Mage | 13 | 28.26% | 60.4 | 53.85% | -6.76% | +12.82% | -20.52% | -9.53% | 16:20 | 08:16 | 13:14 | 15:42 | 16:44 | 30:12 | 03:30 | 02:35 |
 | Hoodwink | 77 | 79.38% | 58.5 | 40.26% | +0.26% | -8.68% | +7.11% | 2.94% | 14:08 | 07:26 | 10:54 | 12:45 | 16:16 | 36:49 | 05:22 | 03:58 |
 | Brewmaster | 4 | 12.90% | 56.6 | 75.00% | +4.63% | -75.00% | +25.00% | 0.00% | 38:06 | 23:37 | 23:37 | 26:33 | 48:02 | 54:13 | 24:25 | 18:05 |
 | Enigma | 8 | 100.00% | 54.7 | 37.50% | +37.50% | -37.50% | +62.50% | 4.69% | 17:30 | 05:21 | 05:29 | 10:06 | 26:47 | 36:38 | 21:18 | 15:46 |
 | Oracle | 4 | 44.44% | 52.8 | 50.00% | -10.00% | -50.00% | +50.00% | 0.00% | 16:03 | 13:40 | 13:40 | 15:03 | 15:15 | 20:14 | 01:35 | 01:10 |
 | Venomancer | 1 | 14.29% | 50.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:10 | 26:10 | 26:10 | 26:10 | 26:10 | 26:10 | 00:00 | 00:00 |
 | Dawnbreaker | 7 | 50.00% | 49.1 | 42.86% | 0.00% | +7.14% | +7.14% | 0.00% | 12:46 | 07:48 | 10:02 | 13:14 | 13:50 | 17:02 | 03:48 | 02:48 |
 | Underlord | 4 | 33.33% | 47.2 | 50.00% | +12.50% | -50.00% | +50.00% | 7.71% | 13:52 | 06:37 | 06:37 | 08:47 | 19:35 | 20:28 | 12:58 | 09:36 |
 | Undying | 21 | 53.85% | 45.3 | 33.33% | 0.00% | +6.67% | -33.33% | -10.26% | 16:15 | 04:18 | 12:16 | 13:56 | 16:10 | 43:11 | 03:54 | 02:53 |
 | Earth Spirit | 3 | 9.68% | 43.4 | 66.67% | +20.24% | +33.33% | 0.00% | 0.00% | 39:23 | 26:56 | 26:56 | 36:59 | 54:15 | 54:15 | 27:19 | 20:14 |
 | Snapfire | 17 | 32.69% | 41.5 | 35.29% | +15.29% | +14.71% | +14.71% | 0.00% | 11:23 | 06:04 | 08:12 | 12:18 | 12:44 | 21:07 | 04:32 | 03:21 |
 | Storm Spirit | 11 | 10.68% | 39.6 | 45.45% | -7.81% | +21.22% | -12.12% | -20.62% | 09:03 | 07:16 | 08:08 | 08:44 | 09:45 | 12:00 | 01:37 | 01:11 |
 | Bloodseeker | 1 | 6.67% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:29 | 27:29 | 27:29 | 27:29 | 27:29 | 27:29 | 00:00 | 00:00 |
 | Ancient Apparition | 1 | 5.00% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:48 | 15:48 | 15:48 | 15:48 | 15:48 | 15:48 | 00:00 | 00:00 |
 | Tidehunter | 5 | 17.24% | 34.0 | 40.00% | +15.00% | -40.00% | -40.00% | 0.00% | 16:09 | 05:06 | 05:06 | 19:52 | 21:52 | 24:30 | 16:46 | 12:25 |
 | Void Spirit | 1 | 2.27% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 00:00 | 00:00 |
 | Techies | 4 | 57.14% | 30.2 | 25.00% | -8.33% | -25.00% | -25.00% | 0.00% | 19:12 | 10:33 | 10:33 | 20:37 | 20:54 | 24:43 | 10:21 | 07:40 |
 | Omniknight | 8 | 38.10% | 28.3 | 25.00% | -51.92% | -25.00% | +25.00% | 3.23% | 25:15 | 13:13 | 14:00 | 19:27 | 29:30 | 53:04 | 15:30 | 11:28 |
 | Disruptor | 2 | 10.53% | 26.4 | 50.00% | +8.82% | +50.00% | 0.00% | 0.00% | 14:48 | 13:07 | 13:07 | 16:29 | 16:29 | 16:29 | 03:22 | 02:29 |
 | Dark Seer | 8 | 88.89% | 24.5 | 12.50% | +12.50% | -12.50% | +37.50% | 11.19% | 11:00 | 04:45 | 06:27 | 08:00 | 10:55 | 29:45 | 04:28 | 03:18 |
 | Jakiro | 3 | 20.00% | 22.6 | 33.33% | -50.00% | -33.33% | 0.00% | 0.00% | 12:34 | 06:36 | 06:36 | 13:02 | 18:03 | 18:03 | 11:27 | 08:28 |
 | Puck | 2 | 4.17% | 20.8 | 50.00% | -6.52% | +50.00% | 0.00% | 0.00% | 24:27 | 18:25 | 18:25 | 30:28 | 30:28 | 30:28 | 12:03 | 08:55 |
 | Nyx Assassin | 3 | 12.50% | 18.9 | 33.33% | -14.29% | -33.33% | 0.00% | 0.00% | 24:59 | 13:24 | 13:24 | 27:21 | 34:11 | 34:11 | 20:47 | 15:23 |
 | Enchantress | 8 | 14.29% | 17.0 | 12.50% | -45.83% | -12.50% | +37.50% | 6.59% | 17:02 | 07:42 | 09:42 | 13:01 | 17:17 | 31:34 | 07:35 | 05:37 |
 | Dark Willow | 1 | 25.00% | 15.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:57 | 19:57 | 19:57 | 19:57 | 19:57 | 19:57 | 00:00 | 00:00 |
 | Keeper of the Light | 1 | 1.33% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 00:00 | 00:00 |
 | Treant Protector | 2 | 20.00% | 11.3 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 18:11 | 16:51 | 16:51 | 19:31 | 19:31 | 19:31 | 02:40 | 01:58 |
 | Necrophos | 1 | 3.23% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 00:00 | 00:00 |
 | Zeus | 1 | 100.00% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:18 | 09:18 | 09:18 | 09:18 | 09:18 | 09:18 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 7.14% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:48 | 21:48 | 21:48 | 21:48 | 21:48 | 21:48 | 00:00 | 00:00 |
 | Earthshaker | 2 | 50.00% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:21 | 24:13 | 24:13 | 24:28 | 24:28 | 24:28 | 00:15 | 00:11 |
 | Witch Doctor | 1 | 50.00% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 00:00 | 00:00 |