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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 | 3071 | 38.15% | 65.0 | 52.52% | +19.25% | +0.34% | +2.56% | 0.28% | 11:05 | 00:32 | 06:17 | 09:16 | 14:10 | 52:40 | 05:50 |
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 | 3 | 75.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 09:05 | 08:11 | 08:11 | 09:21 | 09:44 | 09:44 | 01:33 | 01:08 |
 | Enigma | 10 | 55.56% | 98.9 | 90.00% | +52.50% | +10.00% | +10.00% | 0.00% | 09:27 | 02:56 | 03:32 | 07:36 | 12:18 | 27:20 | 08:46 | 06:29 |
 | Razor | 10 | 20.00% | 97.8 | 90.00% | +40.00% | +10.00% | +10.00% | 0.00% | 07:34 | 04:12 | 05:39 | 06:37 | 08:08 | 13:26 | 02:29 | 01:50 |
 | Night Stalker | 16 | 88.89% | 96.7 | 68.75% | +68.75% | -43.75% | +6.25% | 19.74% | 06:39 | 03:28 | 05:02 | 06:44 | 07:34 | 09:28 | 02:32 | 01:52 |
 | Alchemist | 11 | 68.75% | 95.7 | 72.73% | +32.73% | -39.40% | +27.27% | 6.36% | 12:04 | 03:47 | 04:45 | 05:50 | 15:14 | 28:39 | 10:29 | 07:45 |
 | Lone Druid | 12 | 100.00% | 94.6 | 66.67% | +66.67% | +33.33% | 0.00% | -15.62% | 04:49 | 02:32 | 03:25 | 04:50 | 05:33 | 08:39 | 02:08 | 01:34 |
 | Chen | 3 | 100.00% | 93.5 | 66.67% | +66.67% | +33.33% | 0.00% | -14.49% | 08:58 | 08:02 | 08:02 | 08:31 | 10:20 | 10:20 | 02:18 | 01:42 |
 | Pudge | 5 | 50.00% | 92.4 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 09:26 | 06:37 | 06:37 | 09:50 | 11:52 | 11:57 | 05:15 | 03:53 |
 | Elder Titan | 62 | 49.60% | 91.3 | 64.52% | +8.96% | -2.02% | +22.15% | 2.97% | 17:06 | 03:50 | 12:03 | 15:28 | 20:11 | 47:18 | 08:08 | 06:01 |
 | Enchantress | 92 | 72.44% | 90.2 | 60.87% | +15.16% | -8.70% | +13.04% | 2.79% | 10:47 | 02:12 | 06:17 | 09:51 | 14:05 | 32:33 | 07:48 | 05:46 |
 | Necrophos | 31 | 75.61% | 89.1 | 61.29% | +21.29% | +13.71% | +1.21% | -2.68% | 09:31 | 04:28 | 06:30 | 08:44 | 11:10 | 20:27 | 04:40 | 03:27 |
 | Lich | 2 | 22.22% | 88.0 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 24:48 | 14:58 | 14:58 | 34:38 | 34:38 | 34:38 | 19:40 | 14:34 |
 | Kunkka | 29 | 87.88% | 87.0 | 58.62% | -16.38% | -1.48% | -15.76% | -8.32% | 07:14 | 05:10 | 06:09 | 06:56 | 07:52 | 11:07 | 01:43 | 01:16 |
 | Dark Seer | 50 | 63.29% | 85.9 | 60.00% | +22.07% | +16.92% | -1.67% | -1.66% | 17:19 | 08:05 | 11:15 | 14:11 | 22:27 | 33:37 | 11:12 | 08:17 |
 | Hoodwink | 15 | 41.67% | 84.8 | 66.67% | +47.62% | -16.67% | -16.67% | 0.00% | 17:18 | 05:44 | 12:06 | 16:42 | 18:20 | 32:43 | 06:14 | 04:37 |
 | Io | 32 | 68.09% | 83.7 | 59.38% | +19.38% | +15.62% | -9.38% | -4.93% | 11:45 | 03:40 | 08:29 | 10:41 | 13:33 | 28:22 | 05:04 | 03:45 |
 | Nature's Prophet | 32 | 65.31% | 82.6 | 59.38% | +18.20% | +15.62% | -21.88% | -11.78% | 11:13 | 05:08 | 08:06 | 09:28 | 11:17 | 25:51 | 03:11 | 02:21 |
 | Ember Spirit | 99 | 90.00% | 81.5 | 55.56% | +10.11% | +0.44% | -7.56% | -3.27% | 07:57 | 05:05 | 06:33 | 07:38 | 09:00 | 16:51 | 02:27 | 01:48 |
 | Doom | 78 | 95.12% | 80.4 | 55.13% | +5.13% | +4.87% | +8.03% | 1.47% | 05:36 | 01:56 | 04:21 | 05:09 | 06:30 | 13:44 | 02:09 | 01:35 |
 | Puck | 151 | 74.02% | 79.3 | 55.63% | +8.46% | -0.37% | -3.00% | -1.20% | 11:56 | 04:04 | 10:27 | 11:16 | 12:39 | 25:38 | 02:12 | 01:37 |
 | Snapfire | 218 | 80.15% | 78.3 | 55.05% | +12.46% | -5.96% | -6.90% | -0.19% | 11:56 | 03:09 | 09:01 | 11:25 | 14:02 | 33:55 | 05:01 | 03:42 |
 | Centaur Warrunner | 133 | 50.76% | 77.2 | 56.39% | +9.10% | -4.87% | -4.87% | 0.00% | 15:21 | 02:18 | 09:53 | 15:31 | 19:09 | 34:52 | 09:16 | 06:51 |
 | Venomancer | 15 | 50.00% | 76.1 | 60.00% | +20.00% | +15.00% | +15.00% | 0.00% | 16:56 | 09:26 | 11:18 | 15:17 | 19:34 | 30:47 | 08:16 | 06:07 |
 | Ancient Apparition | 39 | 29.77% | 75.0 | 58.97% | -2.99% | -18.97% | +21.03% | 5.19% | 20:12 | 07:34 | 14:59 | 18:27 | 22:41 | 40:03 | 07:42 | 05:42 |
 | Omniknight | 13 | 81.25% | 73.9 | 53.85% | -12.82% | +12.82% | +12.82% | 0.00% | 10:01 | 03:51 | 06:16 | 08:26 | 10:32 | 24:12 | 04:16 | 03:09 |
 | Pangolier | 11 | 14.10% | 72.8 | 72.73% | +30.94% | -6.06% | -6.06% | 0.00% | 18:01 | 10:54 | 13:24 | 17:25 | 19:03 | 32:04 | 05:39 | 04:11 |
 | Ursa | 56 | 62.22% | 71.7 | 53.57% | +15.33% | +10.72% | -10.71% | -8.46% | 05:27 | 01:48 | 04:08 | 05:16 | 06:40 | 13:25 | 02:32 | 01:52 |
 | Lifestealer | 100 | 100.00% | 70.7 | 50.00% | +50.00% | -10.00% | +18.00% | 10.24% | 05:11 | 01:44 | 03:33 | 05:04 | 06:17 | 12:11 | 02:44 | 02:01 |
 | Tidehunter | 85 | 90.43% | 69.6 | 50.59% | +6.15% | -7.73% | +6.55% | 2.90% | 10:10 | 02:20 | 07:15 | 09:32 | 12:10 | 29:40 | 04:55 | 03:38 |
 | Tusk | 54 | 36.24% | 68.5 | 55.56% | +0.82% | +30.15% | -9.41% | -4.53% | 15:46 | 05:12 | 09:44 | 13:22 | 18:28 | 41:08 | 08:44 | 06:28 |
 | Juggernaut | 118 | 86.13% | 67.4 | 50.00% | -2.63% | +10.00% | -15.52% | -13.43% | 05:18 | 01:31 | 04:08 | 04:58 | 06:02 | 16:01 | 01:54 | 01:24 |
 | Leshrac | 24 | 18.46% | 66.3 | 62.50% | +11.56% | +4.17% | -29.17% | -10.26% | 14:13 | 07:38 | 11:46 | 14:24 | 15:01 | 32:27 | 03:15 | 02:24 |
 | Warlock | 19 | 21.35% | 65.2 | 63.16% | +16.02% | -23.16% | +16.84% | 5.71% | 18:16 | 07:30 | 12:15 | 16:02 | 19:15 | 37:07 | 07:00 | 05:11 |
 | Gyrocopter | 11 | 11.00% | 64.1 | 72.73% | +28.91% | -6.06% | -6.06% | 0.00% | 12:30 | 05:53 | 06:53 | 11:41 | 14:33 | 30:08 | 07:40 | 05:40 |
 | Wraith King | 126 | 97.67% | 63.0 | 48.41% | -51.59% | +4.72% | -9.70% | -4.65% | 04:08 | 00:54 | 02:17 | 03:56 | 05:23 | 11:32 | 03:06 | 02:17 |
 | Abaddon | 78 | 57.35% | 62.0 | 51.28% | +8.18% | -6.28% | -9.17% | -0.34% | 17:25 | 01:52 | 13:01 | 17:25 | 21:26 | 39:44 | 08:25 | 06:14 |
 | Visage | 14 | 87.50% | 60.9 | 50.00% | 0.00% | +25.00% | -16.67% | -5.79% | 12:10 | 04:30 | 07:15 | 08:59 | 14:27 | 28:50 | 07:12 | 05:20 |
 | Legion Commander | 75 | 96.15% | 59.8 | 48.00% | +48.00% | -11.16% | +9.89% | 5.54% | 07:17 | 01:45 | 05:02 | 06:48 | 08:50 | 19:01 | 03:48 | 02:48 |
 | Mars | 187 | 89.90% | 58.7 | 48.13% | +14.80% | +9.32% | -7.70% | -8.17% | 07:26 | 02:55 | 06:18 | 07:14 | 08:23 | 15:42 | 02:05 | 01:32 |
 | Bristleback | 34 | 52.31% | 57.6 | 52.94% | -1.90% | +13.73% | +9.56% | -1.08% | 11:43 | 04:40 | 09:27 | 11:41 | 13:18 | 19:51 | 03:51 | 02:51 |
 | Magnus | 21 | 36.84% | 56.5 | 57.14% | +1.58% | +2.86% | +2.86% | 0.00% | 14:29 | 06:58 | 07:57 | 11:50 | 17:26 | 33:00 | 09:29 | 07:01 |
 | Bloodseeker | 47 | 74.60% | 55.4 | 48.94% | +17.69% | +1.06% | +9.39% | 3.07% | 05:50 | 00:32 | 04:09 | 05:26 | 06:52 | 14:05 | 02:43 | 02:00 |
 | Monkey King | 12 | 40.00% | 54.3 | 58.33% | +19.44% | +41.67% | +41.67% | 0.00% | 05:13 | 03:18 | 03:45 | 05:12 | 06:03 | 07:20 | 02:18 | 01:42 |
 | Grimstroke | 24 | 10.17% | 53.3 | 62.50% | +13.44% | +4.17% | +4.17% | 0.00% | 19:40 | 09:32 | 12:22 | 16:14 | 21:42 | 46:33 | 09:20 | 06:54 |
 | Mirana | 68 | 57.63% | 52.2 | 48.53% | -3.47% | -1.47% | -7.35% | -0.52% | 18:26 | 02:40 | 12:05 | 18:51 | 23:30 | 37:43 | 11:25 | 08:27 |
 | Broodmother | 28 | 58.33% | 51.1 | 50.00% | +5.00% | -21.43% | +7.14% | 6.01% | 13:32 | 03:36 | 10:57 | 13:08 | 15:42 | 23:37 | 04:45 | 03:31 |
 | Void Spirit | 83 | 57.24% | 50.0 | 46.99% | +14.73% | -4.13% | +5.39% | 4.92% | 08:43 | 05:02 | 07:10 | 08:11 | 09:06 | 25:31 | 01:56 | 01:25 |
 | Keeper of the Light | 6 | 26.09% | 48.9 | 66.67% | +25.49% | +33.33% | -66.67% | -6.40% | 16:51 | 08:51 | 09:30 | 10:22 | 25:07 | 27:32 | 15:37 | 11:34 |
 | Troll Warlord | 70 | 74.47% | 47.8 | 45.71% | -25.12% | -1.27% | -16.30% | -7.16% | 06:01 | 01:50 | 04:30 | 05:51 | 06:36 | 15:21 | 02:06 | 01:33 |
 | Clinkz | 1 | 25.00% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:25 | 08:25 | 08:25 | 08:25 | 08:25 | 08:25 | 00:00 | 00:00 |
 | Ogre Magi | 15 | 41.67% | 45.7 | 53.33% | -3.81% | -28.33% | +21.67% | 5.87% | 19:53 | 10:47 | 15:06 | 16:57 | 23:37 | 36:44 | 08:31 | 06:18 |
 | Sven | 29 | 47.54% | 44.6 | 48.28% | -14.22% | +23.15% | -19.71% | -9.39% | 07:17 | 01:45 | 05:21 | 07:56 | 09:55 | 12:15 | 04:34 | 03:22 |
 | Treant Protector | 24 | 39.34% | 43.5 | 50.00% | +4.05% | -16.67% | +16.67% | 2.65% | 21:52 | 04:04 | 13:53 | 20:06 | 26:29 | 52:40 | 12:36 | 09:20 |
 | Witch Doctor | 12 | 21.43% | 42.4 | 58.33% | +19.69% | +8.34% | +8.34% | 0.00% | 18:51 | 10:08 | 13:51 | 15:55 | 24:18 | 27:16 | 10:27 | 07:44 |
 | Invoker | 39 | 46.43% | 41.3 | 46.15% | -11.63% | +3.85% | +13.85% | 2.13% | 10:46 | 06:26 | 08:04 | 10:49 | 12:46 | 17:07 | 04:42 | 03:28 |
 | Spectre | 51 | 86.44% | 40.2 | 41.18% | +16.18% | -2.72% | +20.36% | 7.57% | 07:51 | 03:24 | 06:09 | 07:58 | 09:12 | 12:19 | 03:03 | 02:15 |
 | Tiny | 89 | 37.39% | 39.1 | 43.82% | -6.52% | +10.73% | +1.63% | -1.76% | 08:39 | 01:54 | 05:43 | 07:09 | 10:53 | 25:49 | 05:10 | 03:49 |
 | Dazzle | 12 | 85.71% | 38.0 | 41.67% | -8.33% | +25.00% | +25.00% | 0.00% | 13:13 | 09:10 | 09:26 | 11:42 | 13:56 | 25:41 | 04:30 | 03:20 |
 | Undying | 15 | 51.72% | 37.0 | 46.67% | +18.10% | +3.33% | +3.33% | 0.00% | 20:32 | 09:41 | 13:57 | 18:15 | 25:28 | 37:39 | 11:31 | 08:31 |
 | Bounty Hunter | 9 | 69.23% | 35.9 | 44.44% | -5.56% | +5.56% | +55.56% | 5.28% | 11:21 | 02:29 | 04:37 | 13:09 | 14:05 | 17:00 | 09:28 | 07:00 |
 | Axe | 54 | 67.50% | 34.8 | 40.74% | -5.41% | +9.26% | -2.28% | -1.28% | 14:26 | 05:05 | 08:47 | 15:03 | 17:46 | 33:55 | 08:59 | 06:39 |
 | Disruptor | 4 | 10.81% | 33.7 | 75.00% | +17.42% | +25.00% | +25.00% | 0.00% | 24:12 | 13:00 | 13:00 | 21:27 | 27:09 | 35:13 | 14:09 | 10:28 |
 | Queen of Pain | 4 | 10.81% | 32.6 | 75.00% | +20.45% | +25.00% | +25.00% | 0.00% | 20:47 | 13:49 | 13:49 | 22:51 | 22:55 | 23:34 | 09:06 | 06:44 |
 | Timbersaw | 12 | 10.71% | 31.5 | 58.33% | +9.33% | -25.00% | +8.34% | 5.88% | 19:57 | 09:08 | 15:40 | 18:56 | 21:20 | 34:28 | 05:40 | 04:11 |
 | Death Prophet | 37 | 34.58% | 30.4 | 43.24% | -5.33% | -21.02% | +12.32% | 6.19% | 11:02 | 03:35 | 07:01 | 09:53 | 12:24 | 38:45 | 05:23 | 03:59 |
 | Underlord | 27 | 71.05% | 29.3 | 37.04% | -17.51% | -8.47% | +20.10% | 2.50% | 14:31 | 02:02 | 07:26 | 12:14 | 18:52 | 43:12 | 11:26 | 08:28 |
 | Dark Willow | 2 | 2.17% | 28.3 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 14:20 | 13:31 | 13:31 | 15:08 | 15:08 | 15:08 | 01:37 | 01:11 |
 | Slardar | 14 | 19.18% | 27.2 | 42.86% | -21.55% | -17.86% | +23.81% | 2.73% | 18:43 | 06:12 | 11:00 | 18:51 | 26:16 | 35:05 | 15:16 | 11:18 |
 | Nyx Assassin | 4 | 3.13% | 26.1 | 75.00% | +20.16% | -75.00% | +25.00% | 0.00% | 22:45 | 19:00 | 19:00 | 19:17 | 22:04 | 30:38 | 03:04 | 02:16 |
 | Medusa | 2 | 1.98% | 25.0 | 100.00% | +47.47% | 0.00% | 0.00% | 0.00% | 20:39 | 18:54 | 18:54 | 22:23 | 22:23 | 22:23 | 03:29 | 02:34 |
 | Spirit Breaker | 9 | 50.00% | 23.9 | 33.33% | 0.00% | -33.33% | -33.33% | 0.00% | 16:54 | 04:56 | 09:30 | 15:30 | 20:41 | 37:09 | 11:11 | 08:17 |
 | Bane | 1 | 6.25% | 22.8 | 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 |
 | Beastmaster | 22 | 27.50% | 21.7 | 31.82% | -33.70% | -15.15% | -11.82% | 0.55% | 13:46 | 03:23 | 09:40 | 13:03 | 15:44 | 37:03 | 06:04 | 04:29 |
 | Clockwerk | 17 | 19.10% | 20.7 | 35.29% | -20.27% | +14.71% | +14.71% | 0.00% | 17:16 | 06:39 | 12:17 | 15:17 | 20:13 | 32:45 | 07:56 | 05:52 |
 | Viper | 10 | 16.39% | 19.6 | 40.00% | -12.94% | -6.67% | -40.00% | -3.19% | 15:44 | 07:02 | 11:12 | 14:55 | 21:39 | 23:45 | 10:27 | 07:44 |
 | Oracle | 4 | 3.70% | 18.5 | 50.00% | -1.92% | +50.00% | +50.00% | 0.00% | 15:59 | 15:06 | 15:06 | 15:12 | 16:39 | 17:00 | 01:33 | 01:08 |
 | Dragon Knight | 1 | 1.23% | 17.4 | 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 |
 | Phoenix | 4 | 3.08% | 16.3 | 50.00% | +10.32% | -50.00% | -50.00% | 0.00% | 20:02 | 13:12 | 13:12 | 13:29 | 25:19 | 28:07 | 12:07 | 08:58 |
 | Lina | 5 | 4.67% | 15.2 | 40.00% | -12.94% | -40.00% | +60.00% | 0.00% | 16:57 | 06:29 | 06:29 | 18:04 | 23:13 | 23:16 | 16:44 | 12:23 |
 | Earth Spirit | 5 | 3.97% | 14.1 | 40.00% | -4.63% | -40.00% | +60.00% | 0.00% | 32:03 | 13:01 | 13:01 | 32:37 | 40:58 | 47:16 | 27:57 | 20:42 |
 | Windranger | 2 | 5.56% | 13.0 | 50.00% | -5.88% | +50.00% | 0.00% | 0.00% | 09:53 | 08:22 | 08:22 | 11:24 | 11:24 | 11:24 | 03:02 | 02:14 |
 | Rubick | 2 | 2.38% | 12.0 | 50.00% | +13.41% | -50.00% | 0.00% | 0.00% | 26:20 | 12:26 | 12:26 | 40:13 | 40:13 | 40:13 | 27:47 | 20:34 |
 | Brewmaster | 6 | 40.00% | 10.9 | 16.67% | -38.89% | +33.33% | -16.67% | -6.32% | 10:59 | 07:17 | 08:12 | 08:24 | 16:07 | 17:10 | 07:55 | 05:51 |
 | Winter Wyvern | 3 | 8.11% | 9.8 | 33.33% | -13.73% | +66.67% | 0.00% | 0.00% | 27:05 | 12:11 | 12:11 | 30:40 | 38:24 | 38:24 | 26:13 | 19:25 |
 | Sand King | 3 | 4.23% | 8.7 | 33.33% | -9.32% | -33.33% | 0.00% | 0.00% | 14:58 | 06:39 | 06:39 | 15:32 | 22:44 | 22:44 | 16:05 | 11:54 |
 | Outworld Destroyer | 1 | 16.67% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:41 | 14:41 | 14:41 | 14:41 | 14:41 | 14:41 | 00:00 | 00:00 |
 | Huskar | 3 | 21.43% | 6.5 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 16:31 | 13:14 | 13:14 | 15:10 | 21:08 | 21:08 | 07:54 | 05:51 |
 | Jakiro | 1 | 11.11% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:08 | 16:08 | 16:08 | 16:08 | 16:08 | 16:08 | 00:00 | 00:00 |
 | Phantom Assassin | 1 | 1.25% | 4.3 | 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 |
 | Shadow Demon | 1 | 1.82% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 00:00 | 00:00 |
 | Lion | 1 | 0.39% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 00:00 | 00:00 |
 | Lycan | 1 | 7.69% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 00:00 | 00:00 |