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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 | 1336 | 31.36% | 51.6 | 51.12% | +13.45% | -2.02% | +2.17% | 0.63% | 11:04 | 01:31 | 06:42 | 09:30 | 13:24 | 47:44 | 04:57 |
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 | |
 | Bloodseeker | 19 | 90.48% | 100.0 | 84.21% | -15.79% | +15.79% | -4.21% | -14.29% | 05:19 | 03:33 | 04:13 | 05:01 | 05:37 | 13:15 | 01:24 | 01:02 |
 | Witch Doctor | 8 | 72.73% | 98.7 | 87.50% | +54.17% | +12.50% | +12.50% | 0.00% | 13:01 | 08:40 | 09:43 | 11:40 | 14:24 | 19:19 | 04:41 | 03:28 |
 | Monkey King | 8 | 11.59% | 97.4 | 100.00% | +45.90% | 0.00% | 0.00% | 0.00% | 08:05 | 04:55 | 05:07 | 06:11 | 07:15 | 15:08 | 02:08 | 01:34 |
 | Bounty Hunter | 2 | 40.00% | 96.1 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 18:53 | 07:07 | 07:07 | 30:39 | 30:39 | 30:39 | 23:32 | 17:25 |
 | Lone Druid | 12 | 100.00% | 94.7 | 66.67% | +66.67% | 0.00% | 0.00% | 0.00% | 05:31 | 04:24 | 04:45 | 05:18 | 05:52 | 07:17 | 01:07 | 00:49 |
 | Venomancer | 4 | 66.67% | 93.4 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | 09:41 | 07:38 | 07:38 | 09:46 | 09:58 | 11:23 | 02:20 | 01:43 |
 | Warlock | 2 | 25.00% | 92.1 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 23:00 | 17:49 | 17:49 | 28:11 | 28:11 | 28:11 | 10:22 | 07:40 |
 | Storm Spirit | 74 | 87.06% | 90.8 | 59.46% | +32.19% | -6.83% | -3.90% | 1.16% | 13:58 | 08:47 | 12:06 | 13:19 | 14:37 | 31:29 | 02:31 | 01:51 |
 | Mirana | 52 | 43.70% | 89.5 | 63.46% | +3.76% | -17.31% | +13.46% | 6.17% | 18:23 | 10:55 | 14:34 | 17:03 | 19:33 | 37:50 | 04:59 | 03:41 |
 | Dark Seer | 22 | 91.67% | 88.2 | 59.09% | -40.91% | +24.24% | -19.09% | -11.06% | 10:33 | 06:58 | 08:01 | 09:21 | 11:56 | 17:41 | 03:55 | 02:54 |
 | Kunkka | 33 | 100.00% | 86.8 | 57.58% | +57.58% | +4.92% | -20.08% | -17.24% | 06:45 | 04:50 | 05:44 | 06:21 | 07:11 | 12:21 | 01:27 | 01:04 |
 | Axe | 3 | 75.00% | 85.5 | 66.67% | -33.33% | +33.33% | 0.00% | -4.87% | 07:27 | 04:03 | 04:03 | 07:23 | 10:54 | 10:54 | 06:51 | 05:04 |
 | Tiny | 42 | 27.81% | 84.2 | 64.29% | +21.17% | -0.65% | +5.71% | 0.53% | 12:12 | 04:14 | 06:48 | 09:31 | 18:51 | 24:34 | 12:03 | 08:55 |
 | Marci | 25 | 67.57% | 82.9 | 60.00% | +26.67% | -43.33% | +6.67% | 7.30% | 12:30 | 02:36 | 06:12 | 09:19 | 13:03 | 31:24 | 06:51 | 05:04 |
 | Lifestealer | 17 | 100.00% | 81.6 | 52.94% | +52.94% | +22.06% | +47.06% | 16.85% | 05:04 | 02:09 | 03:54 | 04:53 | 05:23 | 09:59 | 01:29 | 01:05 |
 | Dawnbreaker | 19 | 100.00% | 80.3 | 52.63% | +52.63% | -12.63% | -12.63% | 0.00% | 08:41 | 04:54 | 06:23 | 08:43 | 10:09 | 14:17 | 03:46 | 02:47 |
 | Puck | 59 | 100.00% | 78.9 | 52.54% | +52.54% | -19.21% | +14.13% | 13.34% | 10:58 | 03:25 | 10:03 | 11:20 | 12:33 | 16:27 | 02:30 | 01:51 |
 | Magnus | 5 | 71.43% | 77.6 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | 09:33 | 07:02 | 07:02 | 08:32 | 10:00 | 13:48 | 02:58 | 02:11 |
 | Abaddon | 28 | 84.85% | 76.3 | 53.57% | +13.57% | -10.71% | +3.57% | 8.48% | 06:06 | 01:50 | 03:38 | 04:37 | 05:19 | 24:47 | 01:41 | 01:14 |
 | Death Prophet | 73 | 76.04% | 75.0 | 53.42% | +18.64% | +2.14% | -8.98% | -4.14% | 08:46 | 03:15 | 07:29 | 08:42 | 10:10 | 13:47 | 02:41 | 01:59 |
 | Chen | 3 | 60.00% | 73.7 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 09:27 | 07:46 | 07:46 | 08:46 | 11:50 | 11:50 | 04:04 | 03:00 |
 | Void Spirit | 3 | 60.00% | 72.4 | 66.67% | +16.67% | +33.33% | 0.00% | -28.57% | 06:46 | 06:12 | 06:12 | 06:45 | 07:22 | 07:22 | 01:10 | 00:51 |
 | Enigma | 39 | 82.98% | 71.1 | 51.28% | +26.28% | -11.28% | +28.72% | 34.29% | 08:54 | 06:20 | 07:47 | 08:34 | 08:57 | 20:23 | 01:10 | 00:51 |
 | Tidehunter | 28 | 62.22% | 69.7 | 53.57% | +18.28% | -10.71% | +3.57% | 3.74% | 10:57 | 05:07 | 08:23 | 11:00 | 12:12 | 21:15 | 03:49 | 02:49 |
 | Keeper of the Light | 26 | 55.32% | 68.4 | 53.85% | +15.75% | +31.86% | -37.18% | -11.51% | 06:43 | 01:31 | 03:05 | 05:40 | 09:05 | 16:45 | 06:00 | 04:26 |
 | Broodmother | 51 | 94.44% | 67.1 | 47.06% | -19.61% | +14.48% | -0.91% | -3.08% | 12:55 | 07:47 | 10:08 | 11:43 | 15:08 | 20:58 | 05:00 | 03:42 |
 | Alchemist | 34 | 91.89% | 65.8 | 47.06% | +13.73% | +19.61% | +27.94% | 3.14% | 05:38 | 01:41 | 03:31 | 04:42 | 06:10 | 19:30 | 02:39 | 01:57 |
 | Ember Spirit | 101 | 94.39% | 64.5 | 46.53% | -3.47% | -10.53% | -14.53% | -1.63% | 08:25 | 03:11 | 07:01 | 08:19 | 09:28 | 15:11 | 02:27 | 01:48 |
 | Snapfire | 63 | 54.78% | 63.2 | 47.62% | +14.93% | +8.63% | -3.87% | -2.06% | 13:28 | 06:24 | 09:08 | 11:07 | 15:12 | 36:56 | 06:04 | 04:29 |
 | Io | 27 | 62.79% | 61.8 | 48.15% | -20.60% | -5.29% | -19.58% | -2.77% | 11:20 | 04:32 | 08:07 | 09:42 | 13:16 | 23:51 | 05:09 | 03:48 |
 | Primal Beast | 69 | 79.31% | 60.5 | 44.93% | -5.07% | +13.89% | -9.64% | -5.47% | 08:03 | 02:43 | 05:02 | 06:39 | 09:20 | 36:16 | 04:18 | 03:11 |
 | Ogre Magi | 1 | 25.00% | 59.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:16 | 15:16 | 15:16 | 15:16 | 15:16 | 15:16 | 00:00 | 00:00 |
 | Night Stalker | 13 | 81.25% | 57.9 | 46.15% | -20.52% | +20.52% | -12.82% | -16.40% | 06:14 | 02:12 | 04:53 | 05:57 | 06:55 | 11:29 | 02:02 | 01:30 |
 | Visage | 11 | 42.31% | 56.6 | 54.55% | -12.12% | -21.22% | +45.45% | 9.24% | 14:44 | 03:12 | 10:27 | 14:51 | 17:40 | 26:56 | 07:13 | 05:20 |
 | Doom | 16 | 26.23% | 55.3 | 56.25% | -8.19% | +18.75% | -56.25% | -27.61% | 07:02 | 03:53 | 05:01 | 06:56 | 07:44 | 13:18 | 02:43 | 02:00 |
 | Undying | 36 | 29.03% | 53.9 | 50.00% | +2.27% | -16.67% | +27.78% | 7.23% | 18:31 | 04:52 | 13:44 | 17:41 | 19:53 | 39:35 | 06:09 | 04:33 |
 | Troll Warlord | 17 | 89.47% | 52.6 | 41.18% | -8.82% | +8.82% | -16.18% | -7.32% | 06:36 | 03:05 | 04:49 | 06:57 | 08:14 | 08:48 | 03:25 | 02:31 |
 | Tusk | 36 | 42.86% | 51.3 | 44.44% | -7.64% | 0.00% | 0.00% | 0.00% | 09:02 | 04:47 | 05:59 | 07:35 | 10:26 | 23:08 | 04:27 | 03:17 |
 | Sven | 3 | 27.27% | 50.0 | 66.67% | -8.33% | -66.67% | 0.00% | 0.00% | 04:35 | 03:35 | 03:35 | 04:49 | 05:22 | 05:22 | 01:47 | 01:19 |
 | Underlord | 7 | 70.00% | 48.7 | 42.86% | +9.53% | +57.14% | +7.14% | -17.86% | 11:56 | 06:16 | 09:32 | 11:24 | 12:20 | 18:47 | 02:48 | 02:04 |
 | Legion Commander | 3 | 100.00% | 47.4 | 33.33% | +33.33% | -33.33% | 0.00% | 0.00% | 05:27 | 04:45 | 04:45 | 05:46 | 05:49 | 05:49 | 01:04 | 00:47 |
 | Ursa | 35 | 77.78% | 46.1 | 34.29% | -25.71% | -0.96% | -0.96% | 0.00% | 07:19 | 03:53 | 06:02 | 07:00 | 07:44 | 13:53 | 01:42 | 01:15 |
 | Queen of Pain | 14 | 73.68% | 44.7 | 35.71% | -4.29% | -10.71% | -35.71% | -10.87% | 13:02 | 06:41 | 10:57 | 11:39 | 13:15 | 24:04 | 02:18 | 01:42 |
 | Leshrac | 4 | 5.88% | 43.4 | 75.00% | +23.44% | +25.00% | -75.00% | 0.00% | 09:25 | 07:54 | 07:54 | 08:46 | 10:24 | 10:34 | 02:30 | 01:51 |
 | Rubick | 13 | 6.63% | 42.1 | 53.85% | +9.59% | +12.82% | +12.82% | 0.00% | 18:02 | 09:08 | 12:01 | 16:15 | 22:51 | 31:43 | 10:50 | 08:01 |
 | Pudge | 16 | 94.12% | 40.8 | 31.25% | -68.75% | -6.25% | +18.75% | 4.64% | 06:46 | 02:17 | 03:37 | 05:46 | 09:00 | 17:24 | 05:23 | 03:59 |
 | Techies | 3 | 16.67% | 39.5 | 66.67% | +20.00% | -66.67% | 0.00% | 0.00% | 25:58 | 25:05 | 25:05 | 26:08 | 26:42 | 26:42 | 01:37 | 01:11 |
 | Wraith King | 10 | 100.00% | 38.2 | 30.00% | +30.00% | +3.33% | -30.00% | -14.49% | 06:04 | 04:15 | 04:33 | 05:04 | 06:51 | 10:31 | 02:18 | 01:42 |
 | Juggernaut | 6 | 85.71% | 36.8 | 33.33% | +33.33% | +16.67% | -33.33% | -25.00% | 05:29 | 03:51 | 04:29 | 05:36 | 06:29 | 06:31 | 02:00 | 01:28 |
 | Pangolier | 9 | 8.49% | 35.5 | 55.56% | +0.92% | -55.56% | -5.56% | 0.00% | 13:31 | 06:48 | 09:19 | 12:20 | 16:09 | 23:56 | 06:50 | 05:03 |
 | Beastmaster | 18 | 14.52% | 34.2 | 44.44% | -9.33% | -4.44% | +5.56% | 1.18% | 16:54 | 09:30 | 12:18 | 16:36 | 20:47 | 25:08 | 08:29 | 06:17 |
 | Hoodwink | 5 | 11.36% | 32.9 | 60.00% | +29.23% | +40.00% | +40.00% | 0.00% | 22:15 | 19:07 | 19:07 | 20:44 | 23:29 | 27:29 | 04:22 | 03:14 |
 | Mars | 12 | 66.67% | 31.6 | 33.33% | +16.66% | 0.00% | 0.00% | 0.00% | 08:47 | 04:30 | 05:45 | 08:28 | 08:59 | 20:46 | 03:14 | 02:23 |
 | Invoker | 6 | 20.69% | 30.3 | 50.00% | +19.57% | 0.00% | -50.00% | 0.00% | 15:55 | 11:14 | 12:22 | 12:53 | 21:22 | 23:07 | 09:00 | 06:40 |
 | Timbersaw | 5 | 9.62% | 28.9 | 60.00% | +2.55% | +40.00% | +40.00% | 0.00% | 12:27 | 09:37 | 09:37 | 14:06 | 14:06 | 14:22 | 04:29 | 03:19 |
 | Batrider | 6 | 14.29% | 27.6 | 50.00% | +8.33% | +50.00% | -50.00% | 0.00% | 30:15 | 20:28 | 21:23 | 30:45 | 35:12 | 39:02 | 13:49 | 10:14 |
 | Centaur Warrunner | 13 | 43.33% | 26.3 | 30.77% | +7.24% | -30.77% | +35.90% | 4.66% | 12:17 | 02:37 | 04:02 | 11:08 | 18:21 | 25:56 | 14:19 | 10:36 |
 | Silencer | 3 | 5.56% | 25.0 | 66.67% | +17.65% | +33.33% | 0.00% | 0.00% | 22:56 | 12:13 | 12:13 | 16:43 | 39:52 | 39:52 | 27:39 | 20:28 |
 | Jakiro | 4 | 16.00% | 23.7 | 50.00% | +21.43% | -50.00% | +50.00% | 9.42% | 18:42 | 10:43 | 10:43 | 18:59 | 21:20 | 23:45 | 10:37 | 07:51 |
 | Gyrocopter | 1 | 5.00% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 00:00 | 00:00 |
 | Enchantress | 6 | 6.06% | 21.1 | 50.00% | -6.99% | 0.00% | -50.00% | 0.00% | 18:44 | 08:23 | 12:23 | 12:31 | 29:14 | 29:36 | 16:51 | 12:28 |
 | Dazzle | 2 | 25.00% | 19.7 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 21:32 | 19:03 | 19:03 | 24:01 | 24:01 | 24:01 | 04:58 | 03:40 |
 | Phoenix | 1 | 2.78% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 00:00 | 00:00 |
 | Spectre | 8 | 47.06% | 17.1 | 25.00% | -30.56% | +25.00% | -25.00% | -12.66% | 06:29 | 03:22 | 03:48 | 05:05 | 07:45 | 11:17 | 03:57 | 02:55 |
 | Treant Protector | 5 | 9.80% | 15.8 | 40.00% | -3.48% | +60.00% | +60.00% | 0.00% | 17:55 | 12:29 | 12:29 | 18:48 | 19:35 | 24:17 | 07:06 | 05:15 |
 | Clockwerk | 9 | 7.50% | 14.5 | 33.33% | -26.13% | +66.67% | -33.33% | -5.55% | 21:11 | 09:35 | 12:07 | 14:36 | 30:09 | 42:57 | 18:02 | 13:21 |
 | Spirit Breaker | 7 | 87.50% | 13.2 | 14.29% | +14.29% | -14.29% | -14.29% | 0.00% | 11:31 | 06:07 | 07:42 | 11:46 | 12:01 | 18:53 | 04:19 | 03:11 |
 | Elder Titan | 2 | 10.00% | 11.8 | 50.00% | 0.00% | +50.00% | 0.00% | -1.89% | 23:55 | 10:40 | 10:40 | 37:09 | 37:09 | 37:09 | 26:29 | 19:37 |
 | Crystal Maiden | 2 | 7.69% | 10.5 | 50.00% | +12.50% | -50.00% | 0.00% | 0.00% | 26:44 | 21:58 | 21:58 | 31:30 | 31:30 | 31:30 | 09:32 | 07:03 |
 | Nature's Prophet | 8 | 6.84% | 9.2 | 25.00% | -20.87% | -25.00% | +25.00% | 0.00% | 26:35 | 13:10 | 13:17 | 21:48 | 33:21 | 41:52 | 20:04 | 14:51 |
 | Weaver | 1 | 12.50% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:43 | 23:43 | 23:43 | 23:43 | 23:43 | 23:43 | 00:00 | 00:00 |
 | Shadow Fiend | 1 | 1.96% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 00:00 | 00:00 |
 | Huskar | 1 | 20.00% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:49 | 10:49 | 10:49 | 10:49 | 10:49 | 10:49 | 00:00 | 00:00 |
 | Disruptor | 4 | 2.35% | 3.9 | 0.00% | -60.24% | 0.00% | 0.00% | 0.00% | 18:06 | 11:07 | 11:07 | 14:25 | 16:05 | 30:46 | 04:58 | 03:40 |
 | Lycan | 1 | 2.08% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:44 | 47:44 | 47:44 | 47:44 | 47:44 | 47:44 | 00:00 | 00:00 |
 | Bristleback | 1 | 50.00% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 00:00 | 00:00 |