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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 | |
 | Chainmail | 2361 | 28.97% | 55.1 | 51.16% | +12.21% | +1.04% | -1.16% | -0.35% | 10:31 | 01:05 | 06:11 | 08:48 | 12:23 | 54:54 | 04:35 |
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 | |
 | Enchantress | 21 | 55.26% | 100.0 | 71.43% | +24.37% | +8.57% | -11.43% | -2.20% | 11:59 | 02:41 | 06:29 | 10:48 | 15:34 | 25:19 | 09:05 | 06:43 |
 | Lich | 2 | 28.57% | 98.8 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 20:33 | 20:11 | 20:11 | 20:54 | 20:54 | 20:54 | 00:43 | 00:31 |
 | Troll Warlord | 24 | 61.54% | 97.5 | 62.50% | +22.50% | +20.83% | -12.50% | -16.00% | 05:51 | 03:34 | 04:03 | 04:44 | 06:08 | 14:42 | 02:05 | 01:32 |
 | Tidehunter | 119 | 78.29% | 96.3 | 57.98% | +21.62% | +5.35% | +8.69% | 1.30% | 08:09 | 02:13 | 06:54 | 08:13 | 09:28 | 16:02 | 02:34 | 01:54 |
 | Ember Spirit | 113 | 71.07% | 95.1 | 57.52% | +11.87% | +6.77% | +10.34% | 1.62% | 08:20 | 02:47 | 06:43 | 07:41 | 08:55 | 24:12 | 02:12 | 01:37 |
 | Chen | 9 | 100.00% | 93.8 | 55.56% | +55.56% | -5.56% | -5.56% | 0.00% | 09:00 | 06:48 | 07:08 | 09:34 | 10:10 | 11:34 | 03:02 | 02:14 |
 | Weaver | 66 | 26.61% | 92.6 | 62.12% | +12.67% | -9.18% | +6.63% | 1.71% | 14:14 | 04:14 | 08:49 | 12:12 | 18:05 | 38:37 | 09:16 | 06:51 |
 | Wraith King | 167 | 97.66% | 91.4 | 54.49% | +4.49% | +2.65% | -11.63% | -2.44% | 08:35 | 01:05 | 05:21 | 09:58 | 11:12 | 22:00 | 05:51 | 04:20 |
 | Juggernaut | 20 | 95.24% | 90.1 | 55.00% | +55.00% | +5.00% | +5.00% | 0.00% | 04:47 | 01:38 | 04:23 | 04:43 | 05:19 | 06:28 | 00:56 | 00:41 |
 | Kunkka | 188 | 87.85% | 88.9 | 54.79% | -6.75% | +4.78% | -1.60% | -2.86% | 06:53 | 02:15 | 05:38 | 06:31 | 07:52 | 12:58 | 02:14 | 01:39 |
 | Ogre Magi | 32 | 19.39% | 87.7 | 65.63% | +28.04% | -3.13% | +9.37% | 0.00% | 20:07 | 10:06 | 15:50 | 18:01 | 22:59 | 36:56 | 07:09 | 05:17 |
 | Bloodseeker | 32 | 52.46% | 86.4 | 59.38% | +7.66% | +3.12% | +3.12% | 0.00% | 05:39 | 02:17 | 04:01 | 04:53 | 05:59 | 18:49 | 01:58 | 01:27 |
 | Mirana | 31 | 36.05% | 85.2 | 61.29% | +1.29% | +13.71% | -23.79% | -4.02% | 20:01 | 03:32 | 13:44 | 20:43 | 23:04 | 41:59 | 09:20 | 06:54 |
 | Mars | 253 | 85.47% | 84.0 | 52.57% | +3.73% | +4.57% | -4.95% | -2.49% | 08:54 | 01:33 | 06:02 | 08:06 | 09:51 | 35:38 | 03:49 | 02:49 |
 | Io | 113 | 73.86% | 82.7 | 53.10% | +13.10% | -6.67% | +4.04% | 0.95% | 17:25 | 06:09 | 11:22 | 16:12 | 22:35 | 39:43 | 11:13 | 08:18 |
 | Visage | 8 | 53.33% | 81.5 | 62.50% | +19.64% | +37.50% | -12.50% | -6.58% | 14:24 | 08:17 | 09:04 | 15:06 | 16:40 | 20:48 | 07:36 | 05:37 |
 | Magnus | 12 | 29.27% | 80.2 | 66.67% | +8.05% | 0.00% | +33.33% | 15.27% | 09:10 | 04:05 | 08:24 | 09:18 | 10:35 | 11:39 | 02:11 | 01:37 |
 | Dark Seer | 16 | 32.65% | 79.0 | 62.50% | +10.98% | +12.50% | +12.50% | 0.00% | 13:29 | 07:28 | 08:49 | 09:30 | 12:34 | 34:19 | 03:45 | 02:46 |
 | Beastmaster | 24 | 22.22% | 77.8 | 62.50% | +5.36% | -29.17% | +4.17% | 2.58% | 17:26 | 01:49 | 10:43 | 19:03 | 23:37 | 27:21 | 12:54 | 09:33 |
 | Venomancer | 2 | 15.38% | 76.5 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 19:11 | 16:19 | 16:19 | 22:03 | 22:03 | 22:03 | 05:44 | 04:14 |
 | Abaddon | 20 | 31.25% | 75.3 | 60.00% | -1.36% | 0.00% | +40.00% | 4.80% | 18:31 | 05:29 | 13:23 | 17:55 | 21:43 | 33:59 | 08:20 | 06:10 |
 | Tiny | 6 | 37.50% | 74.1 | 66.67% | +16.67% | +33.33% | -66.67% | -26.43% | 11:41 | 05:20 | 10:09 | 12:15 | 13:56 | 14:53 | 03:47 | 02:48 |
 | Axe | 18 | 90.00% | 72.8 | 50.00% | -50.00% | +10.00% | +25.00% | 1.36% | 14:07 | 04:47 | 07:08 | 13:22 | 18:10 | 30:47 | 11:02 | 08:10 |
 | Puck | 116 | 85.29% | 71.6 | 49.14% | +4.14% | +9.48% | -4.31% | -6.00% | 12:06 | 07:43 | 10:44 | 11:34 | 13:02 | 20:32 | 02:18 | 01:42 |
 | Snapfire | 153 | 56.88% | 70.4 | 48.37% | +5.27% | +12.16% | -3.63% | -3.02% | 12:16 | 03:55 | 08:45 | 11:17 | 13:59 | 34:08 | 05:14 | 03:52 |
 | Ursa | 44 | 77.19% | 69.1 | 47.73% | +9.27% | +15.91% | -11.37% | -13.42% | 05:20 | 01:48 | 04:08 | 05:05 | 06:10 | 12:14 | 02:02 | 01:30 |
 | Legion Commander | 54 | 72.97% | 67.9 | 46.30% | +6.30% | +3.70% | +15.24% | 2.84% | 07:47 | 02:00 | 04:28 | 06:01 | 08:32 | 25:17 | 04:04 | 03:00 |
 | Death Prophet | 27 | 19.71% | 66.7 | 55.56% | +5.56% | +1.58% | -12.70% | -2.33% | 10:49 | 04:07 | 05:37 | 08:55 | 11:45 | 39:38 | 06:08 | 04:32 |
 | Night Stalker | 63 | 98.44% | 65.4 | 42.86% | +42.86% | +0.89% | -11.61% | -5.95% | 06:09 | 01:23 | 05:00 | 06:40 | 07:06 | 10:08 | 02:06 | 01:33 |
 | Tusk | 23 | 34.33% | 64.2 | 52.17% | -2.38% | -2.17% | -18.84% | -3.44% | 11:16 | 04:25 | 07:30 | 09:18 | 12:21 | 28:03 | 04:51 | 03:35 |
 | Spirit Breaker | 217 | 98.64% | 63.0 | 42.40% | -24.27% | -1.66% | -9.07% | -1.45% | 08:15 | 01:22 | 05:22 | 07:36 | 10:28 | 29:39 | 05:06 | 03:46 |
 | Doom | 71 | 98.61% | 61.7 | 42.25% | +42.25% | +7.75% | -3.36% | -5.80% | 05:10 | 01:44 | 03:50 | 04:34 | 05:45 | 11:12 | 01:55 | 01:25 |
 | Void Spirit | 24 | 21.05% | 60.5 | 54.17% | +8.61% | +12.50% | +12.50% | 0.00% | 08:36 | 04:50 | 07:07 | 08:36 | 09:29 | 15:11 | 02:22 | 01:45 |
 | Treant Protector | 32 | 32.00% | 59.3 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:22 | 08:44 | 11:54 | 16:56 | 24:34 | 38:57 | 12:40 | 09:22 |
 | Undying | 13 | 30.23% | 58.0 | 53.85% | +7.18% | +12.82% | -20.52% | -2.38% | 18:24 | 06:23 | 10:21 | 17:39 | 24:23 | 32:10 | 14:02 | 10:23 |
 | Jakiro | 10 | 18.18% | 56.8 | 60.00% | +13.33% | +6.67% | -10.00% | -3.16% | 13:58 | 07:03 | 09:20 | 10:12 | 14:37 | 35:37 | 05:17 | 03:54 |
 | Earthshaker | 2 | 6.67% | 55.6 | 100.00% | +39.29% | 0.00% | 0.00% | 0.00% | 07:32 | 07:08 | 07:08 | 07:55 | 07:55 | 07:55 | 00:47 | 00:34 |
 | Monkey King | 25 | 18.52% | 54.3 | 48.00% | -1.09% | +18.67% | -14.67% | -3.02% | 11:40 | 02:59 | 04:22 | 10:49 | 15:25 | 28:22 | 11:03 | 08:11 |
 | Elder Titan | 6 | 40.00% | 53.1 | 50.00% | +27.78% | +50.00% | -50.00% | -8.76% | 13:47 | 07:08 | 07:42 | 12:13 | 19:07 | 21:59 | 11:25 | 08:27 |
 | Lifestealer | 30 | 100.00% | 51.9 | 33.33% | +33.33% | -8.33% | +23.81% | 4.42% | 06:42 | 01:46 | 03:21 | 05:41 | 10:37 | 12:50 | 07:16 | 05:22 |
 | Centaur Warrunner | 10 | 25.00% | 50.6 | 50.00% | -3.33% | -16.67% | 0.00% | 2.17% | 11:23 | 05:43 | 07:57 | 09:47 | 15:38 | 18:13 | 07:41 | 05:41 |
 | Hoodwink | 20 | 24.39% | 49.4 | 45.00% | -13.06% | -5.00% | -5.00% | 0.00% | 14:44 | 05:06 | 09:07 | 12:23 | 16:10 | 37:48 | 07:03 | 05:13 |
 | Silencer | 10 | 24.39% | 48.1 | 50.00% | +11.29% | +50.00% | -50.00% | -11.19% | 25:14 | 16:52 | 18:34 | 21:35 | 27:30 | 54:54 | 08:56 | 06:37 |
 | Queen of Pain | 3 | 1.06% | 46.9 | 100.00% | +50.89% | 0.00% | 0.00% | 0.00% | 23:54 | 16:44 | 16:44 | 21:00 | 33:57 | 33:57 | 17:13 | 12:45 |
 | Vengeful Spirit | 1 | 12.50% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 00:00 | 00:00 |
 | Clockwerk | 8 | 10.26% | 44.4 | 50.00% | -8.57% | 0.00% | +50.00% | 7.75% | 15:27 | 07:29 | 12:35 | 13:57 | 19:02 | 22:55 | 06:27 | 04:46 |
 | Gyrocopter | 5 | 5.62% | 43.2 | 60.00% | +21.90% | +40.00% | +40.00% | 0.00% | 23:14 | 14:19 | 14:19 | 25:25 | 29:35 | 31:45 | 15:16 | 11:18 |
 | Bristleback | 5 | 29.41% | 42.0 | 40.00% | -35.00% | -40.00% | -40.00% | 0.00% | 12:30 | 08:42 | 08:42 | 10:28 | 16:57 | 17:41 | 08:15 | 06:06 |
 | Nature's Prophet | 4 | 13.79% | 40.7 | 50.00% | +2.00% | -50.00% | +50.00% | 0.00% | 17:10 | 06:40 | 06:40 | 15:27 | 22:08 | 24:23 | 15:28 | 11:27 |
 | Dazzle | 2 | 28.57% | 39.5 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 14:49 | 07:34 | 07:34 | 22:03 | 22:03 | 22:03 | 14:29 | 10:43 |
 | Sven | 1 | 3.85% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:48 | 08:48 | 08:48 | 08:48 | 08:48 | 08:48 | 00:00 | 00:00 |
 | Disruptor | 8 | 5.23% | 37.0 | 37.50% | -10.78% | -37.50% | -37.50% | 0.00% | 19:37 | 13:31 | 17:11 | 19:10 | 19:37 | 26:34 | 02:26 | 01:48 |
 | Ancient Apparition | 2 | 13.33% | 35.8 | 50.00% | +19.23% | -50.00% | 0.00% | 0.00% | 24:37 | 15:20 | 15:20 | 33:53 | 33:53 | 33:53 | 18:33 | 13:44 |
 | Sand King | 6 | 13.95% | 34.6 | 33.33% | -1.81% | -33.33% | -33.33% | 0.00% | 06:22 | 04:02 | 04:03 | 06:08 | 07:44 | 09:26 | 03:41 | 02:43 |
 | Slardar | 2 | 10.53% | 33.3 | 50.00% | +2.94% | +50.00% | 0.00% | 0.00% | 07:06 | 06:46 | 06:46 | 07:26 | 07:26 | 07:26 | 00:40 | 00:29 |
 | Brewmaster | 2 | 8.70% | 32.1 | 50.00% | +2.38% | +50.00% | 0.00% | 0.00% | 09:01 | 06:51 | 06:51 | 11:11 | 11:11 | 11:11 | 04:20 | 03:12 |
 | Windranger | 2 | 5.00% | 30.9 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 19:36 | 07:14 | 07:14 | 31:57 | 31:57 | 31:57 | 24:43 | 18:18 |
 | Outworld Destroyer | 2 | 1.54% | 29.6 | 50.00% | -4.69% | -50.00% | 0.00% | 0.00% | 17:17 | 16:28 | 16:28 | 18:06 | 18:06 | 18:06 | 01:38 | 01:12 |
 | Timbersaw | 3 | 3.80% | 28.4 | 33.33% | -15.35% | +66.67% | 0.00% | 0.00% | 36:07 | 31:01 | 31:01 | 33:47 | 43:33 | 43:33 | 12:32 | 09:17 |
 | Broodmother | 5 | 13.51% | 27.2 | 20.00% | -33.13% | -20.00% | -20.00% | 0.00% | 17:16 | 14:46 | 14:46 | 16:08 | 19:01 | 21:16 | 04:15 | 03:08 |
 | Pangolier | 3 | 2.63% | 25.9 | 33.33% | -18.02% | -33.33% | 0.00% | 0.00% | 12:07 | 11:29 | 11:29 | 12:20 | 12:32 | 12:32 | 01:03 | 00:46 |
 | Invoker | 3 | 2.54% | 24.7 | 33.33% | -17.10% | -33.33% | 0.00% | 0.00% | 18:05 | 12:50 | 12:50 | 17:57 | 23:29 | 23:29 | 10:39 | 07:53 |
 | Underlord | 11 | 33.33% | 23.5 | 9.09% | -27.27% | -9.09% | +24.24% | 3.66% | 13:44 | 03:44 | 08:53 | 12:48 | 17:59 | 26:47 | 09:06 | 06:44 |
 | Grimstroke | 5 | 2.65% | 22.2 | 20.00% | -22.93% | -20.00% | -20.00% | 0.00% | 21:49 | 14:53 | 14:53 | 22:49 | 26:34 | 28:04 | 11:41 | 08:39 |
 | Slark | 1 | 7.69% | 21.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 00:00 | 00:00 |
 | Spectre | 1 | 14.29% | 19.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:42 | 12:42 | 12:42 | 12:42 | 12:42 | 12:42 | 00:00 | 00:00 |
 | Bounty Hunter | 2 | 100.00% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:02 | 09:58 | 09:58 | 12:06 | 12:06 | 12:06 | 02:08 | 01:34 |
 | Lone Druid | 1 | 100.00% | 17.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:19 | 07:19 | 07:19 | 07:19 | 07:19 | 07:19 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 33.33% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:25 | 29:25 | 29:25 | 29:25 | 29:25 | 29:25 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 2.70% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:05 | 07:05 | 07:05 | 07:05 | 07:05 | 07:05 | 00:00 | 00:00 |
 | Razor | 7 | 5.04% | 13.6 | 0.00% | -49.24% | 0.00% | 0.00% | 0.00% | 19:40 | 07:21 | 07:28 | 09:38 | 30:20 | 43:05 | 22:52 | 16:56 |
 | Witch Doctor | 1 | 11.11% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:53 | 12:53 | 12:53 | 12:53 | 12:53 | 12:53 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 5.88% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:05 | 21:05 | 21:05 | 21:05 | 21:05 | 21:05 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 2.70% | 9.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:29 | 08:29 | 08:29 | 08:29 | 08:29 | 08:29 | 00:00 | 00:00 |
 | Necrophos | 3 | 30.00% | 8.6 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 08:03 | 04:29 | 04:29 | 08:58 | 10:41 | 10:41 | 06:12 | 04:35 |
 | Nyx Assassin | 2 | 1.98% | 7.4 | 0.00% | -49.49% | 0.00% | 0.00% | 0.00% | 30:35 | 29:48 | 29:48 | 31:21 | 31:21 | 31:21 | 01:33 | 01:08 |
 | Rubick | 1 | 0.89% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:19 | 16:19 | 16:19 | 16:19 | 16:19 | 16:19 | 00:00 | 00:00 |
 | Bane | 2 | 0.58% | 4.9 | 0.00% | -55.72% | 0.00% | 0.00% | 0.00% | 14:22 | 12:11 | 12:11 | 16:32 | 16:32 | 16:32 | 04:21 | 03:13 |
 | Alchemist | 1 | 100.00% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 00:00 | 00:00 |
 | Viper | 1 | 2.94% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:04 | 03:04 | 03:04 | 03:04 | 03:04 | 03:04 | 00:00 | 00:00 |
 | Dawnbreaker | 5 | 17.86% | 1.2 | 0.00% | -43.48% | 0.00% | 0.00% | 0.00% | 10:44 | 07:10 | 07:10 | 10:31 | 13:28 | 14:57 | 06:18 | 04:40 |