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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 | 1478 | 37.61% | 65.5 | 51.69% | +17.75% | -0.34% | +1.43% | 0.24% | 10:53 | 00:32 | 06:16 | 08:48 | 13:35 | 52:40 | 05:25 |
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 | |
 | Vengeful Spirit | 2 | 66.67% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 09:33 | 09:21 | 09:21 | 09:44 | 09:44 | 09:44 | 00:23 | 00:17 |
 | Alchemist | 6 | 66.67% | 98.8 | 83.33% | +50.00% | -33.33% | +16.67% | 2.94% | 15:03 | 05:00 | 05:36 | 05:50 | 22:36 | 28:39 | 17:00 | 12:35 |
 | Night Stalker | 12 | 100.00% | 97.6 | 75.00% | +75.00% | -75.00% | +25.00% | 35.93% | 06:42 | 03:28 | 04:47 | 06:44 | 07:34 | 09:28 | 02:47 | 02:03 |
 | Visage | 8 | 80.00% | 96.3 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 10:11 | 04:30 | 07:15 | 08:59 | 13:55 | 14:43 | 06:40 | 04:56 |
 | Ancient Apparition | 17 | 28.33% | 95.1 | 82.35% | +24.21% | -7.35% | +17.65% | 1.95% | 23:01 | 12:59 | 16:23 | 22:14 | 29:11 | 36:44 | 12:48 | 09:28 |
 | Gyrocopter | 9 | 17.65% | 93.9 | 88.89% | +43.65% | +11.11% | +11.11% | 0.00% | 11:17 | 06:48 | 06:53 | 11:41 | 14:33 | 16:35 | 07:40 | 05:40 |
 | Elder Titan | 26 | 43.33% | 92.7 | 73.08% | +20.14% | -1.65% | +26.92% | 3.60% | 17:42 | 05:41 | 12:33 | 16:02 | 20:29 | 47:18 | 07:56 | 05:52 |
 | Dark Seer | 24 | 57.14% | 91.5 | 70.83% | +37.50% | +12.50% | -4.16% | -1.51% | 15:23 | 08:05 | 09:27 | 11:49 | 20:30 | 32:45 | 11:03 | 08:11 |
 | Pudge | 4 | 66.67% | 90.2 | 75.00% | +25.00% | +25.00% | -75.00% | -31.09% | 08:49 | 06:37 | 06:37 | 06:55 | 09:50 | 11:52 | 03:13 | 02:22 |
 | Bounty Hunter | 4 | 66.67% | 89.0 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | 11:17 | 02:29 | 02:29 | 10:14 | 15:25 | 17:00 | 12:56 | 09:34 |
 | Kunkka | 20 | 86.96% | 87.8 | 65.00% | -35.00% | +15.00% | +15.00% | 0.00% | 07:00 | 05:15 | 06:15 | 06:54 | 07:16 | 09:23 | 01:01 | 00:45 |
 | Io | 11 | 91.67% | 86.6 | 63.64% | +63.64% | +3.03% | -30.31% | -8.00% | 09:51 | 03:40 | 07:16 | 09:32 | 11:26 | 14:44 | 04:10 | 03:05 |
 | Enigma | 4 | 57.14% | 85.4 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 16:16 | 11:34 | 11:34 | 12:18 | 13:50 | 27:20 | 02:16 | 01:40 |
 | Lich | 2 | 25.00% | 84.1 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 24:48 | 14:58 | 14:58 | 34:38 | 34:38 | 34:38 | 19:40 | 14:34 |
 | Lone Druid | 5 | 100.00% | 82.9 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | 04:48 | 02:32 | 02:32 | 05:09 | 05:33 | 05:46 | 03:01 | 02:14 |
 | Nature's Prophet | 10 | 50.00% | 81.7 | 70.00% | +20.00% | +30.00% | -20.00% | -22.90% | 10:06 | 06:18 | 08:40 | 09:16 | 10:51 | 17:52 | 02:11 | 01:37 |
 | Razor | 6 | 23.08% | 80.5 | 83.33% | +43.33% | +16.67% | +16.67% | 0.00% | 07:56 | 05:30 | 06:16 | 06:37 | 08:08 | 13:26 | 01:52 | 01:22 |
 | Sven | 15 | 50.00% | 79.3 | 66.67% | +6.67% | +8.33% | -16.67% | -7.01% | 07:11 | 01:45 | 05:21 | 08:10 | 08:55 | 12:15 | 03:34 | 02:38 |
 | Keeper of the Light | 5 | 29.41% | 78.0 | 80.00% | +38.33% | +20.00% | -80.00% | -9.23% | 14:42 | 08:51 | 08:51 | 10:22 | 19:41 | 25:07 | 10:50 | 08:01 |
 | Monkey King | 9 | 52.94% | 76.8 | 66.67% | +29.17% | +33.33% | +33.33% | 0.00% | 04:59 | 03:18 | 03:22 | 04:39 | 06:03 | 07:02 | 02:41 | 01:59 |
 | Snapfire | 99 | 78.57% | 75.6 | 57.58% | +16.84% | +2.42% | -9.58% | -2.61% | 11:31 | 03:09 | 08:43 | 11:05 | 13:19 | 33:55 | 04:36 | 03:24 |
 | Necrophos | 13 | 65.00% | 74.4 | 61.54% | +4.40% | -28.21% | +5.13% | 6.41% | 09:38 | 04:48 | 06:54 | 08:44 | 12:06 | 18:06 | 05:12 | 03:51 |
 | Ember Spirit | 63 | 90.00% | 73.2 | 55.56% | +12.70% | +0.69% | +6.94% | 3.41% | 07:59 | 05:19 | 06:45 | 07:43 | 08:35 | 16:51 | 01:50 | 01:21 |
 | Centaur Warrunner | 61 | 50.41% | 72.0 | 57.38% | +4.05% | -4.05% | +2.62% | 0.71% | 15:03 | 02:18 | 09:47 | 15:22 | 19:09 | 34:52 | 09:22 | 06:56 |
 | Enchantress | 34 | 73.91% | 70.7 | 55.88% | +14.21% | -0.32% | +19.12% | 2.41% | 11:27 | 03:35 | 06:48 | 09:41 | 14:52 | 32:33 | 08:04 | 05:58 |
 | Puck | 69 | 69.00% | 69.5 | 55.07% | -2.99% | -8.01% | -2.13% | 2.21% | 12:38 | 04:04 | 10:38 | 11:54 | 13:18 | 25:38 | 02:40 | 01:58 |
 | Omniknight | 7 | 77.78% | 68.3 | 57.14% | +7.14% | +42.86% | -7.14% | -10.60% | 09:58 | 03:51 | 05:49 | 09:10 | 10:32 | 17:56 | 04:43 | 03:29 |
 | Ursa | 29 | 64.44% | 67.1 | 55.17% | +11.42% | +30.54% | -26.60% | -27.43% | 05:10 | 01:58 | 03:54 | 04:48 | 05:59 | 08:49 | 02:05 | 01:32 |
 | Leshrac | 6 | 10.91% | 65.9 | 83.33% | +38.43% | -33.33% | +16.67% | 0.00% | 12:12 | 07:38 | 11:32 | 12:07 | 14:42 | 15:01 | 03:10 | 02:20 |
 | Grimstroke | 12 | 8.51% | 64.6 | 75.00% | +22.29% | +25.00% | -41.67% | -4.32% | 21:24 | 11:19 | 12:22 | 17:05 | 27:48 | 44:15 | 15:26 | 11:25 |
 | Chen | 2 | 100.00% | 63.4 | 50.00% | +50.00% | +50.00% | 0.00% | -27.52% | 09:26 | 08:31 | 08:31 | 10:20 | 10:20 | 10:20 | 01:49 | 01:20 |
 | Tusk | 34 | 41.98% | 62.2 | 55.88% | -5.82% | +21.90% | -18.38% | -4.22% | 15:05 | 05:12 | 08:55 | 13:18 | 18:28 | 40:43 | 09:33 | 07:04 |
 | Doom | 30 | 90.91% | 61.0 | 50.00% | -16.67% | +25.00% | -7.14% | -16.21% | 05:31 | 02:23 | 04:08 | 05:01 | 06:07 | 12:55 | 01:59 | 01:28 |
 | Tidehunter | 37 | 90.24% | 59.8 | 48.65% | +23.65% | -4.21% | +6.91% | 1.98% | 10:38 | 02:20 | 07:10 | 09:09 | 12:47 | 29:40 | 05:37 | 04:09 |
 | Lifestealer | 59 | 100.00% | 58.5 | 47.46% | +47.46% | -7.46% | +25.87% | 12.42% | 05:17 | 01:46 | 03:50 | 05:11 | 06:31 | 12:11 | 02:41 | 01:59 |
 | Bloodseeker | 31 | 81.58% | 57.3 | 48.39% | -8.75% | +14.11% | -10.89% | -9.68% | 05:25 | 00:32 | 03:53 | 04:52 | 06:28 | 11:18 | 02:35 | 01:54 |
 | Troll Warlord | 42 | 84.00% | 56.1 | 47.62% | -14.88% | -2.17% | -7.62% | -2.48% | 06:26 | 02:31 | 04:46 | 05:58 | 06:58 | 15:21 | 02:12 | 01:37 |
 | Abaddon | 40 | 57.97% | 54.9 | 50.00% | +8.62% | 0.00% | 0.00% | 0.00% | 18:23 | 03:23 | 13:52 | 17:29 | 20:43 | 39:44 | 06:51 | 05:04 |
 | Broodmother | 11 | 55.00% | 53.7 | 54.55% | -1.01% | +12.12% | -21.22% | -6.16% | 15:59 | 10:39 | 11:59 | 15:00 | 17:24 | 23:37 | 05:25 | 04:00 |
 | Pangolier | 7 | 14.58% | 52.4 | 71.43% | +25.09% | +28.57% | -21.43% | -7.73% | 18:59 | 10:54 | 12:35 | 17:48 | 19:03 | 32:04 | 06:28 | 04:47 |
 | Juggernaut | 62 | 86.11% | 51.2 | 45.16% | -4.84% | +4.84% | -18.49% | -13.86% | 05:27 | 02:55 | 04:21 | 05:02 | 06:02 | 16:01 | 01:41 | 01:14 |
 | Void Spirit | 48 | 57.83% | 50.0 | 47.92% | +19.35% | -6.25% | +2.08% | 4.35% | 08:21 | 05:02 | 07:09 | 07:55 | 09:04 | 17:07 | 01:55 | 01:25 |
 | Death Prophet | 16 | 32.00% | 48.8 | 56.25% | +6.25% | -31.25% | +18.75% | 13.33% | 09:31 | 03:35 | 06:21 | 08:36 | 10:06 | 20:42 | 03:45 | 02:46 |
 | Timbersaw | 5 | 9.62% | 47.6 | 80.00% | +35.32% | -80.00% | +20.00% | 0.00% | 22:13 | 13:50 | 13:50 | 20:21 | 22:20 | 34:28 | 08:30 | 06:17 |
 | Mars | 97 | 92.38% | 46.3 | 42.27% | +17.27% | +11.90% | -4.77% | -7.41% | 07:16 | 04:11 | 06:06 | 07:05 | 08:21 | 12:18 | 02:15 | 01:40 |
 | Treant Protector | 9 | 39.13% | 45.1 | 55.56% | -1.58% | -5.56% | +44.44% | 5.28% | 22:13 | 11:57 | 13:16 | 20:06 | 22:44 | 52:40 | 09:28 | 07:00 |
 | Legion Commander | 35 | 92.11% | 43.9 | 40.00% | +40.00% | -6.67% | -28.89% | -8.44% | 06:40 | 02:05 | 05:17 | 06:40 | 07:55 | 17:36 | 02:38 | 01:57 |
 | Mirana | 32 | 56.14% | 42.7 | 43.75% | -12.25% | +6.25% | -6.25% | -1.05% | 18:29 | 06:27 | 11:37 | 17:08 | 23:29 | 37:43 | 11:52 | 08:47 |
 | Wraith King | 50 | 96.15% | 41.5 | 36.00% | -64.00% | +10.15% | -27.67% | -12.61% | 04:12 | 01:25 | 02:20 | 03:56 | 05:20 | 11:05 | 03:00 | 02:13 |
 | Magnus | 11 | 47.83% | 40.2 | 45.45% | -4.55% | -12.12% | -45.45% | -9.52% | 11:59 | 06:58 | 07:56 | 10:58 | 11:26 | 28:36 | 03:30 | 02:35 |
 | Venomancer | 9 | 56.25% | 39.0 | 44.44% | +1.58% | +5.56% | +5.56% | 0.00% | 17:00 | 11:01 | 11:11 | 15:17 | 19:34 | 29:34 | 08:23 | 06:12 |
 | Invoker | 18 | 37.50% | 37.8 | 44.44% | -15.56% | +15.56% | +5.56% | -2.27% | 11:20 | 07:03 | 08:34 | 11:33 | 12:58 | 17:07 | 04:24 | 03:15 |
 | Axe | 27 | 75.00% | 36.6 | 37.04% | +3.71% | +5.82% | +5.82% | 0.00% | 13:16 | 05:05 | 08:21 | 12:18 | 17:10 | 26:29 | 08:49 | 06:31 |
 | Bristleback | 12 | 50.00% | 35.4 | 41.67% | -16.66% | -8.34% | +25.00% | 6.80% | 13:18 | 09:11 | 10:16 | 11:59 | 15:10 | 19:51 | 04:54 | 03:37 |
 | Phoenix | 2 | 3.23% | 34.1 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 19:24 | 13:29 | 13:29 | 25:19 | 25:19 | 25:19 | 11:50 | 08:45 |
 | Slardar | 8 | 19.51% | 32.9 | 50.00% | -10.61% | 0.00% | 0.00% | 0.00% | 19:54 | 06:12 | 06:52 | 20:19 | 26:20 | 35:05 | 19:28 | 14:25 |
 | Spectre | 20 | 86.96% | 31.7 | 30.00% | -3.33% | -10.00% | +10.00% | 7.79% | 07:24 | 03:50 | 06:09 | 07:43 | 08:43 | 10:32 | 02:34 | 01:54 |
 | Queen of Pain | 3 | 13.64% | 30.5 | 66.67% | +8.78% | +33.33% | 0.00% | 0.00% | 23:07 | 22:51 | 22:51 | 22:55 | 23:34 | 23:34 | 00:43 | 00:31 |
 | Ogre Magi | 10 | 38.46% | 29.3 | 40.00% | -10.00% | -6.67% | +60.00% | 7.58% | 21:01 | 13:39 | 16:13 | 16:57 | 25:01 | 36:44 | 08:48 | 06:31 |
 | Tiny | 31 | 30.69% | 28.0 | 35.48% | -18.81% | +27.02% | -10.48% | -7.55% | 08:48 | 04:16 | 05:27 | 06:45 | 10:25 | 20:34 | 04:58 | 03:40 |
 | Bane | 1 | 9.09% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 00:00 | 00:00 |
 | Underlord | 11 | 78.57% | 25.6 | 27.27% | -6.06% | +6.06% | +39.40% | 4.21% | 11:45 | 03:56 | 07:12 | 10:39 | 15:07 | 20:46 | 07:55 | 05:51 |
 | Spirit Breaker | 7 | 70.00% | 24.4 | 28.57% | -4.76% | +21.43% | -28.57% | -5.92% | 18:01 | 04:56 | 12:14 | 15:30 | 20:41 | 37:09 | 08:27 | 06:15 |
 | Beastmaster | 8 | 27.59% | 23.2 | 37.50% | -24.40% | +12.50% | -37.50% | -11.81% | 12:50 | 05:02 | 10:25 | 10:51 | 14:39 | 23:01 | 04:14 | 03:08 |
 | Oracle | 3 | 5.66% | 22.0 | 66.67% | +4.67% | +33.33% | 0.00% | 0.00% | 15:46 | 15:06 | 15:06 | 15:12 | 17:00 | 17:00 | 01:54 | 01:24 |
 | Witch Doctor | 8 | 25.81% | 20.7 | 37.50% | -1.63% | +12.50% | +12.50% | 0.00% | 17:49 | 10:08 | 12:05 | 15:55 | 20:34 | 27:16 | 08:29 | 06:17 |
 | Disruptor | 1 | 4.55% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 2.78% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:05 | 06:05 | 06:05 | 06:05 | 06:05 | 06:05 | 00:00 | 00:00 |
 | Viper | 5 | 16.67% | 17.1 | 40.00% | -16.00% | -40.00% | -40.00% | 0.00% | 15:08 | 07:13 | 07:13 | 12:31 | 20:58 | 23:45 | 13:45 | 10:11 |
 | Lina | 4 | 7.02% | 15.9 | 50.00% | -0.94% | -50.00% | +50.00% | 0.00% | 17:46 | 06:29 | 06:29 | 18:04 | 23:13 | 23:16 | 16:44 | 12:23 |
 | Rubick | 1 | 1.92% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 |
 | Windranger | 2 | 10.53% | 13.4 | 50.00% | +2.94% | +50.00% | 0.00% | 0.00% | 09:53 | 08:22 | 08:22 | 11:24 | 11:24 | 11:24 | 03:02 | 02:14 |
 | Hoodwink | 4 | 36.36% | 12.2 | 25.00% | +10.71% | -25.00% | -25.00% | 0.00% | 18:26 | 11:54 | 11:54 | 12:26 | 16:42 | 32:43 | 04:48 | 03:33 |
 | Clockwerk | 8 | 17.78% | 11.0 | 25.00% | -37.16% | -25.00% | +25.00% | 8.38% | 17:23 | 11:03 | 12:30 | 15:06 | 18:28 | 29:09 | 05:58 | 04:25 |
 | Undying | 5 | 45.45% | 9.8 | 20.00% | +3.33% | +80.00% | -20.00% | -6.54% | 20:37 | 10:18 | 10:18 | 18:29 | 25:36 | 34:43 | 15:18 | 11:20 |
 | Sand King | 3 | 8.82% | 8.5 | 33.33% | -8.61% | -33.33% | 0.00% | 0.00% | 14:58 | 06:39 | 06:39 | 15:32 | 22:44 | 22:44 | 16:05 | 11:54 |
 | Earth Spirit | 3 | 4.17% | 7.3 | 33.33% | -11.60% | -33.33% | 0.00% | 0.00% | 30:58 | 13:01 | 13:01 | 32:37 | 47:16 | 47:16 | 34:15 | 25:22 |
 | Brewmaster | 4 | 57.14% | 6.1 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 10:07 | 07:17 | 07:17 | 08:24 | 08:41 | 16:07 | 01:24 | 01:02 |
 | Huskar | 3 | 27.27% | 4.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 16:31 | 13:14 | 13:14 | 15:10 | 21:08 | 21:08 | 07:54 | 05:51 |
 | Warlock | 3 | 10.34% | 3.7 | 0.00% | -34.62% | 0.00% | 0.00% | 0.00% | 14:28 | 11:04 | 11:04 | 13:06 | 19:15 | 19:15 | 08:11 | 06:03 |
 | Phantom Assassin | 1 | 2.27% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 00:00 | 00:00 |
 | Dazzle | 2 | 66.67% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:33 | 09:10 | 09:10 | 13:56 | 13:56 | 13:56 | 04:46 | 03:31 |