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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 | 2540 | 25.35% | 58.7 | 52.36% | +11.75% | +0.87% | -0.08% | -0.19% | 09:46 | -01:26 | 06:10 | 08:21 | 11:08 | 1:02:38 | 03:40 |
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 | |
 | Legion Commander | 7 | 77.78% | 100.0 | 85.71% | +35.71% | +14.29% | +14.29% | 0.00% | 10:21 | 05:58 | 06:57 | 08:28 | 09:33 | 21:28 | 02:36 | 01:55 |
 | Elder Titan | 3 | 25.00% | 98.8 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 19:11 | 06:19 | 06:19 | 21:04 | 30:11 | 30:11 | 23:52 | 17:40 |
 | Chen | 73 | 97.33% | 97.5 | 68.49% | +68.49% | -7.38% | +3.73% | 2.90% | 09:11 | 01:17 | 07:15 | 08:42 | 11:05 | 19:28 | 03:50 | 02:50 |
 | Lone Druid | 28 | 100.00% | 96.3 | 64.29% | +64.29% | +7.14% | -35.72% | -31.75% | 05:49 | 03:12 | 04:56 | 05:36 | 06:17 | 12:05 | 01:21 | 01:00 |
 | Storm Spirit | 10 | 20.83% | 95.1 | 80.00% | +27.37% | -13.33% | -30.00% | 0.00% | 18:45 | 13:40 | 14:13 | 18:27 | 21:11 | 30:21 | 06:58 | 05:09 |
 | Lifestealer | 59 | 100.00% | 93.8 | 57.63% | +57.63% | +2.37% | -10.96% | -6.40% | 06:08 | 02:02 | 04:20 | 05:05 | 06:25 | 16:33 | 02:05 | 01:32 |
 | Pudge | 53 | 81.54% | 92.6 | 58.49% | +16.82% | -4.64% | -4.64% | 0.00% | 07:43 | 02:30 | 05:12 | 06:59 | 08:44 | 29:45 | 03:32 | 02:37 |
 | Puck | 356 | 97.00% | 91.4 | 56.18% | +10.73% | -5.62% | -6.74% | -0.43% | 10:44 | 03:14 | 09:26 | 10:39 | 12:04 | 34:39 | 02:38 | 01:57 |
 | Tidehunter | 18 | 66.67% | 90.1 | 61.11% | +38.89% | +18.89% | +13.89% | -1.85% | 08:58 | 04:47 | 07:29 | 08:07 | 10:11 | 18:11 | 02:42 | 02:00 |
 | Bristleback | 33 | 35.48% | 88.9 | 63.64% | +6.97% | -13.64% | +11.36% | 4.18% | 13:07 | 05:11 | 10:12 | 11:14 | 16:11 | 26:02 | 05:59 | 04:25 |
 | Mars | 176 | 89.34% | 87.7 | 55.11% | +17.01% | -5.11% | -11.93% | -3.10% | 08:40 | 04:21 | 07:13 | 08:24 | 09:25 | 23:45 | 02:12 | 01:37 |
 | Bloodseeker | 105 | 95.45% | 86.4 | 54.29% | +14.29% | +14.94% | -8.14% | -13.85% | 05:09 | 02:16 | 04:17 | 04:55 | 05:57 | 11:55 | 01:40 | 01:14 |
 | Death Prophet | 52 | 31.90% | 85.2 | 57.69% | +5.44% | +3.85% | -3.84% | -3.23% | 08:24 | 03:50 | 05:54 | 07:05 | 08:17 | 26:00 | 02:23 | 01:45 |
 | Winter Wyvern | 22 | 10.23% | 84.0 | 68.18% | +17.40% | -18.18% | -8.18% | 1.85% | 12:54 | 05:11 | 09:05 | 11:37 | 14:29 | 28:05 | 05:24 | 04:00 |
 | Abaddon | 3 | 8.57% | 82.7 | 100.00% | +59.37% | 0.00% | 0.00% | 0.00% | 18:48 | 06:15 | 06:15 | 17:23 | 32:45 | 32:45 | 26:30 | 19:37 |
 | Kunkka | 102 | 98.08% | 81.5 | 50.00% | 0.00% | -3.85% | +2.00% | 5.09% | 06:39 | 02:46 | 06:02 | 06:38 | 07:11 | 11:02 | 01:09 | 00:51 |
 | Juggernaut | 161 | 97.58% | 80.2 | 49.69% | -0.31% | +7.81% | -17.19% | -13.89% | 05:01 | 01:03 | 03:56 | 04:52 | 05:44 | 15:00 | 01:48 | 01:20 |
 | Io | 67 | 84.81% | 79.0 | 49.25% | -0.75% | -2.19% | -13.96% | -2.80% | 12:35 | 06:12 | 10:03 | 12:18 | 14:15 | 22:58 | 04:12 | 03:06 |
 | Brewmaster | 6 | 8.11% | 77.8 | 83.33% | +40.68% | +16.67% | -83.33% | 0.00% | 05:29 | 04:42 | 04:49 | 04:53 | 06:17 | 06:49 | 01:28 | 01:05 |
 | Clockwerk | 16 | 8.38% | 76.5 | 68.75% | +23.04% | +31.25% | -18.75% | -4.98% | 15:05 | 06:09 | 07:23 | 14:06 | 17:26 | 30:35 | 10:03 | 07:26 |
 | Ursa | 46 | 69.70% | 75.3 | 50.00% | +5.00% | +8.33% | -4.55% | -3.37% | 07:02 | 00:57 | 04:39 | 06:20 | 08:28 | 15:11 | 03:49 | 02:49 |
 | Centaur Warrunner | 21 | 61.76% | 74.1 | 52.38% | +13.92% | -12.38% | -12.38% | 0.00% | 16:18 | 06:05 | 08:37 | 16:12 | 22:01 | 41:02 | 13:24 | 09:55 |
 | Void Spirit | 130 | 69.15% | 72.8 | 48.46% | +13.98% | +12.15% | -1.58% | -3.48% | 10:01 | 03:38 | 07:56 | 09:46 | 11:53 | 29:05 | 03:57 | 02:55 |
 | Monkey King | 24 | 11.65% | 71.6 | 62.50% | +13.05% | +20.83% | -12.50% | -2.33% | 15:11 | 03:28 | 05:32 | 12:33 | 19:52 | 38:31 | 14:20 | 10:37 |
 | Mirana | 6 | 6.82% | 70.4 | 83.33% | +34.55% | +16.67% | +16.67% | 0.00% | 31:20 | 16:56 | 17:03 | 25:24 | 42:17 | 56:57 | 25:14 | 18:41 |
 | Queen of Pain | 5 | 12.82% | 69.1 | 80.00% | +32.94% | +20.00% | +20.00% | 0.00% | 15:44 | 03:22 | 03:22 | 16:11 | 22:58 | 25:06 | 19:36 | 14:31 |
 | Snapfire | 24 | 9.76% | 67.9 | 62.50% | +13.85% | +4.17% | -12.50% | -4.47% | 15:19 | 09:16 | 10:58 | 13:22 | 14:42 | 50:27 | 03:44 | 02:45 |
 | Keeper of the Light | 4 | 2.74% | 66.7 | 100.00% | +48.59% | 0.00% | 0.00% | 0.00% | 19:10 | 13:09 | 13:09 | 14:41 | 20:41 | 28:08 | 07:32 | 05:34 |
 | Ember Spirit | 151 | 86.78% | 65.4 | 45.70% | +15.27% | +4.30% | -6.23% | -4.45% | 08:16 | 01:59 | 07:08 | 08:11 | 09:30 | 16:04 | 02:22 | 01:45 |
 | Spectre | 14 | 35.00% | 64.2 | 57.14% | +3.29% | +17.86% | -57.14% | -17.37% | 07:25 | 01:53 | 05:25 | 07:27 | 09:44 | 10:46 | 04:19 | 03:11 |
 | Tiny | 52 | 10.72% | 63.0 | 55.77% | +3.35% | +5.77% | +13.46% | 1.45% | 10:35 | 03:00 | 06:37 | 07:49 | 11:56 | 37:40 | 05:19 | 03:56 |
 | Alchemist | 72 | 64.29% | 61.7 | 47.22% | +12.22% | -13.89% | +8.34% | 6.47% | 07:32 | 01:07 | 04:21 | 05:43 | 07:47 | 33:32 | 03:26 | 02:32 |
 | Nature's Prophet | 17 | 15.60% | 60.5 | 58.82% | +9.91% | -8.82% | -33.82% | -7.18% | 13:11 | 08:59 | 10:25 | 11:44 | 13:54 | 22:54 | 03:29 | 02:34 |
 | Sven | 11 | 39.29% | 59.3 | 54.55% | -4.27% | +45.45% | -21.22% | -22.35% | 05:22 | -01:26 | 02:12 | 04:49 | 05:11 | 21:23 | 02:59 | 02:12 |
 | Marci | 60 | 18.81% | 58.0 | 50.00% | +0.58% | +16.67% | -3.33% | -3.08% | 12:54 | 04:56 | 08:36 | 10:54 | 15:05 | 34:21 | 06:29 | 04:48 |
 | Undying | 4 | 17.39% | 56.8 | 75.00% | +17.11% | +25.00% | +25.00% | 0.00% | 19:09 | 07:30 | 07:30 | 09:46 | 23:04 | 36:15 | 15:34 | 11:31 |
 | Batrider | 13 | 12.62% | 55.6 | 61.54% | +13.76% | +38.46% | +5.13% | 0.00% | 28:04 | 11:24 | 26:47 | 27:59 | 31:52 | 33:53 | 05:05 | 03:45 |
 | Treant Protector | 9 | 9.09% | 54.3 | 66.67% | +6.67% | -16.67% | -16.67% | 0.00% | 18:43 | 08:17 | 11:10 | 18:18 | 23:29 | 32:37 | 12:19 | 09:07 |
 | Wraith King | 43 | 95.56% | 53.1 | 39.53% | -10.47% | +24.11% | -12.26% | -6.57% | 08:29 | 01:39 | 05:32 | 09:46 | 11:04 | 17:56 | 05:32 | 04:05 |
 | Dawnbreaker | 212 | 66.04% | 51.9 | 40.57% | -8.97% | +0.94% | +0.94% | 0.00% | 08:33 | 01:45 | 06:25 | 07:35 | 08:57 | 36:16 | 02:32 | 01:52 |
 | Night Stalker | 53 | 80.30% | 50.6 | 39.62% | -14.23% | -1.16% | -8.85% | -3.42% | 06:56 | 02:19 | 04:58 | 06:28 | 07:13 | 31:49 | 02:15 | 01:40 |
 | Tusk | 35 | 33.98% | 49.4 | 45.71% | -5.76% | -1.27% | -1.27% | 0.00% | 12:35 | 05:13 | 07:35 | 09:40 | 10:55 | 1:02:38 | 03:20 | 02:28 |
 | Visage | 7 | 5.88% | 48.1 | 71.43% | +15.18% | +28.57% | +28.57% | 0.00% | 15:29 | 09:18 | 10:28 | 13:32 | 18:17 | 25:26 | 07:49 | 05:47 |
 | Razor | 9 | 4.21% | 46.9 | 66.67% | +21.30% | +33.33% | -66.67% | -34.88% | 12:55 | 04:53 | 05:36 | 07:09 | 08:28 | 47:45 | 02:52 | 02:07 |
 | Enigma | 5 | 3.07% | 45.7 | 80.00% | +19.87% | +20.00% | -80.00% | 0.00% | 22:01 | 15:41 | 15:41 | 18:23 | 19:37 | 38:25 | 03:56 | 02:54 |
 | Spirit Breaker | 3 | 100.00% | 44.4 | 33.33% | +33.33% | -33.33% | 0.00% | 23.81% | 06:57 | 06:06 | 06:06 | 07:15 | 07:30 | 07:30 | 01:24 | 01:02 |
 | Enchantress | 23 | 13.45% | 43.2 | 47.83% | +0.53% | +18.84% | -14.50% | -1.83% | 24:40 | 03:53 | 15:23 | 26:11 | 33:39 | 42:36 | 18:16 | 13:31 |
 | Ogre Magi | 2 | 4.35% | 42.0 | 100.00% | +38.64% | 0.00% | 0.00% | 0.00% | 40:12 | 39:15 | 39:15 | 41:09 | 41:09 | 41:09 | 01:54 | 01:24 |
 | Axe | 5 | 71.43% | 40.7 | 40.00% | -10.00% | -40.00% | +60.00% | 12.22% | 14:50 | 09:02 | 09:02 | 14:16 | 17:13 | 24:07 | 08:11 | 06:03 |
 | Doom | 39 | 32.23% | 39.5 | 38.46% | -13.98% | +1.54% | -8.46% | -2.88% | 06:25 | 03:23 | 04:11 | 06:22 | 07:39 | 12:03 | 03:28 | 02:34 |
 | Troll Warlord | 13 | 54.17% | 38.3 | 38.46% | +2.10% | +28.21% | -5.13% | -15.04% | 06:08 | 03:04 | 04:17 | 05:45 | 06:30 | 10:07 | 02:13 | 01:38 |
 | Viper | 6 | 4.11% | 37.0 | 66.67% | +18.10% | -66.67% | +33.33% | 0.00% | 25:32 | 06:22 | 15:29 | 25:23 | 28:00 | 52:07 | 12:31 | 09:16 |
 | Hoodwink | 4 | 3.92% | 35.8 | 75.00% | +33.16% | -75.00% | +25.00% | 0.00% | 22:43 | 09:52 | 09:52 | 18:31 | 24:18 | 38:12 | 14:26 | 10:41 |
 | Invoker | 11 | 20.37% | 34.6 | 45.45% | +3.59% | +21.22% | -12.12% | -8.41% | 13:45 | 09:54 | 10:44 | 12:49 | 14:42 | 23:20 | 03:58 | 02:56 |
 | Bane | 2 | 1.83% | 33.3 | 100.00% | +42.99% | 0.00% | 0.00% | 0.00% | 19:07 | 17:33 | 17:33 | 20:40 | 20:40 | 20:40 | 03:07 | 02:18 |
 | Underlord | 8 | 12.90% | 32.1 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:16 | 07:45 | 08:13 | 10:13 | 21:21 | 26:29 | 13:08 | 09:43 |
 | Bounty Hunter | 3 | 75.00% | 30.9 | 33.33% | +33.33% | +66.67% | 0.00% | -8.58% | 10:09 | 07:26 | 07:26 | 07:49 | 15:12 | 15:12 | 07:46 | 05:45 |
 | Witch Doctor | 1 | 5.88% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:52 | 36:52 | 36:52 | 36:52 | 36:52 | 36:52 | 00:00 | 00:00 |
 | Dazzle | 3 | 2.56% | 28.4 | 66.67% | +19.30% | -66.67% | 0.00% | 0.00% | 18:07 | 03:27 | 03:27 | 15:18 | 35:35 | 35:35 | 32:08 | 23:48 |
 | Sand King | 1 | 2.27% | 27.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:49 | 04:49 | 04:49 | 04:49 | 04:49 | 04:49 | 00:00 | 00:00 |
 | Necrophos | 1 | 2.17% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:26 | 06:26 | 06:26 | 06:26 | 06:26 | 06:26 | 00:00 | 00:00 |
 | Jakiro | 4 | 6.06% | 24.7 | 50.00% | +3.23% | -50.00% | +50.00% | 14.81% | 20:31 | 10:27 | 10:27 | 16:30 | 17:12 | 37:53 | 06:45 | 05:00 |
 | Rubick | 1 | 0.83% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 00:00 | 00:00 |
 | Venomancer | 2 | 6.06% | 22.2 | 50.00% | +1.61% | -50.00% | 0.00% | 0.00% | 11:54 | 09:17 | 09:17 | 14:30 | 14:30 | 14:30 | 05:13 | 03:51 |
 | Windranger | 2 | 3.51% | 21.0 | 50.00% | +8.18% | -50.00% | 0.00% | 0.00% | 18:55 | 16:07 | 16:07 | 21:42 | 21:42 | 21:42 | 05:35 | 04:08 |
 | Lycan | 2 | 2.63% | 19.8 | 50.00% | -9.46% | +50.00% | 0.00% | 0.00% | 35:48 | 18:50 | 18:50 | 52:45 | 52:45 | 52:45 | 33:55 | 25:07 |
 | Warlock | 2 | 1.56% | 18.5 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 27:20 | 14:20 | 14:20 | 40:19 | 40:19 | 40:19 | 25:59 | 19:14 |
 | Beastmaster | 4 | 2.08% | 17.3 | 25.00% | -33.51% | -25.00% | +75.00% | 0.00% | 13:56 | 04:24 | 04:24 | 05:24 | 20:06 | 25:48 | 15:42 | 11:37 |
 | Templar Assassin | 2 | 1.48% | 16.0 | 0.00% | -53.38% | 0.00% | 0.00% | 0.00% | 38:36 | 33:04 | 33:04 | 44:07 | 44:07 | 44:07 | 11:03 | 08:11 |
 | Pugna | 1 | 2.44% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 00:00 | 00:00 |
 | Phoenix | 1 | 1.03% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:33 | 21:33 | 21:33 | 21:33 | 21:33 | 21:33 | 00:00 | 00:00 |
 | Terrorblade | 1 | 0.77% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:40 | 54:40 | 54:40 | 54:40 | 54:40 | 54:40 | 00:00 | 00:00 |
 | Dark Seer | 4 | 21.05% | 11.1 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 11:30 | 10:46 | 10:46 | 10:57 | 11:17 | 13:01 | 00:31 | 00:22 |
 | Sniper | 1 | 3.13% | 9.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:56 | 49:56 | 49:56 | 49:56 | 49:56 | 49:56 | 00:00 | 00:00 |
 | Weaver | 2 | 2.08% | 8.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 12:28 | 08:08 | 08:08 | 16:48 | 16:48 | 16:48 | 08:40 | 06:25 |
 | Slardar | 1 | 2.78% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:56 | 05:56 | 05:56 | 05:56 | 05:56 | 05:56 | 00:00 | 00:00 |
 | Magnus | 1 | 9.09% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:07 | 23:07 | 23:07 | 23:07 | 23:07 | 23:07 | 00:00 | 00:00 |
 | Outworld Destroyer | 1 | 20.00% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:16 | 15:16 | 15:16 | 15:16 | 15:16 | 15:16 | 00:00 | 00:00 |
 | Earthshaker | 1 | 2.70% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:19 | 02:19 | 02:19 | 02:19 | 02:19 | 02:19 | 00:00 | 00:00 |
 | Crystal Maiden | 3 | 4.41% | 2.5 | 0.00% | -36.92% | 0.00% | 0.00% | 0.00% | 25:55 | 18:42 | 18:42 | 24:14 | 34:49 | 34:49 | 16:07 | 11:56 |
 | Dragon Knight | 2 | 1.26% | 1.2 | 0.00% | -46.50% | 0.00% | 0.00% | 0.00% | 07:53 | 06:08 | 06:08 | 09:38 | 09:38 | 09:38 | 03:30 | 02:35 |