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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 | 1832 | 20.63% | 43.0 | 51.15% | +7.71% | -1.59% | +4.09% | 0.88% | 10:50 | 00:51 | 06:23 | 08:49 | 12:49 | 60:28 | 04:45 |
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 | |
 | Keeper of the Light | 12 | 5.53% | 100.0 | 91.67% | +42.40% | +8.33% | +8.33% | 0.00% | 19:08 | 07:54 | 11:44 | 17:12 | 24:10 | 31:19 | 12:26 | 09:12 |
 | Bounty Hunter | 4 | 66.67% | 98.6 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 10:08 | 05:12 | 05:12 | 05:48 | 06:07 | 23:23 | 00:55 | 00:40 |
 | Undying | 14 | 18.92% | 97.3 | 78.57% | +43.57% | +21.43% | -11.90% | -5.14% | 22:42 | 09:49 | 17:16 | 21:46 | 23:45 | 37:43 | 06:29 | 04:48 |
 | Ogre Magi | 5 | 6.33% | 95.9 | 100.00% | +58.11% | 0.00% | 0.00% | 0.00% | 20:51 | 16:04 | 16:04 | 17:47 | 21:15 | 31:32 | 05:11 | 03:50 |
 | Spirit Breaker | 15 | 93.75% | 94.6 | 60.00% | +60.00% | -10.00% | -10.00% | 0.00% | 08:04 | 02:13 | 04:50 | 07:05 | 10:45 | 13:54 | 05:55 | 04:22 |
 | Lifestealer | 48 | 100.00% | 93.2 | 58.33% | +58.33% | 0.00% | -16.66% | -5.71% | 05:19 | 01:46 | 03:40 | 05:14 | 06:35 | 12:03 | 02:55 | 02:09 |
 | Treant Protector | 7 | 12.07% | 91.9 | 85.71% | +32.77% | +14.29% | -35.71% | -3.77% | 30:07 | 12:26 | 21:13 | 24:09 | 34:28 | 60:28 | 13:15 | 09:48 |
 | Enchantress | 43 | 29.25% | 90.5 | 62.79% | +10.87% | +9.94% | +0.85% | -0.74% | 18:45 | 05:26 | 12:42 | 16:57 | 24:58 | 36:59 | 12:16 | 09:05 |
 | Axe | 14 | 82.35% | 89.2 | 57.14% | -9.53% | -7.14% | -23.81% | -2.22% | 11:31 | 04:56 | 07:33 | 09:50 | 15:03 | 22:52 | 07:30 | 05:33 |
 | Underlord | 11 | 20.37% | 87.8 | 72.73% | +12.26% | -6.06% | -6.06% | 0.00% | 10:14 | 03:14 | 05:41 | 06:57 | 08:42 | 31:58 | 03:01 | 02:14 |
 | Bloodseeker | 39 | 72.22% | 86.5 | 56.41% | +29.74% | -6.41% | +3.59% | 5.61% | 05:14 | 02:10 | 04:15 | 05:10 | 06:02 | 07:54 | 01:47 | 01:19 |
 | Mirana | 44 | 25.88% | 85.1 | 61.36% | +8.19% | +11.37% | -25.00% | -5.67% | 20:55 | 09:04 | 16:22 | 20:32 | 22:47 | 39:46 | 06:25 | 04:45 |
 | Io | 149 | 85.14% | 83.8 | 52.35% | +10.04% | +7.11% | +1.70% | -0.76% | 15:17 | 04:42 | 10:43 | 13:13 | 17:48 | 39:55 | 07:05 | 05:14 |
 | Storm Spirit | 37 | 15.16% | 82.4 | 62.16% | +9.50% | -6.60% | +26.73% | 3.05% | 18:16 | 09:57 | 12:11 | 14:36 | 23:06 | 40:41 | 10:55 | 08:05 |
 | Necrophos | 19 | 25.00% | 81.1 | 63.16% | +15.79% | +16.84% | -3.16% | -7.02% | 07:32 | 04:01 | 04:52 | 06:00 | 07:43 | 18:07 | 02:51 | 02:06 |
 | Puck | 97 | 90.65% | 79.7 | 50.52% | +0.52% | +7.81% | -8.85% | -5.99% | 11:29 | 06:33 | 10:05 | 11:22 | 12:52 | 18:25 | 02:47 | 02:03 |
 | Wraith King | 90 | 94.74% | 78.4 | 50.00% | +10.00% | -10.87% | 0.00% | 1.66% | 08:20 | 00:51 | 04:38 | 09:52 | 11:12 | 13:50 | 06:34 | 04:51 |
 | Juggernaut | 44 | 86.27% | 77.0 | 50.00% | +7.14% | -13.64% | +4.55% | 12.84% | 04:59 | 02:59 | 04:14 | 04:54 | 05:39 | 06:56 | 01:25 | 01:02 |
 | Night Stalker | 31 | 100.00% | 75.7 | 48.39% | +48.39% | +1.61% | +1.61% | 0.00% | 05:55 | 02:47 | 05:01 | 06:11 | 06:39 | 08:56 | 01:38 | 01:12 |
 | Doom | 42 | 59.15% | 74.3 | 52.38% | -9.69% | -6.93% | +7.62% | 6.87% | 06:03 | 03:37 | 04:25 | 05:33 | 06:32 | 10:59 | 02:07 | 01:34 |
 | Dawnbreaker | 8 | 40.00% | 73.0 | 62.50% | +20.83% | -12.50% | +37.50% | 9.35% | 09:32 | 04:33 | 05:14 | 08:54 | 10:35 | 18:16 | 05:21 | 03:57 |
 | Mars | 269 | 83.54% | 71.6 | 47.58% | +2.30% | +3.17% | +0.18% | -1.04% | 08:22 | 02:10 | 06:18 | 07:37 | 09:10 | 31:06 | 02:52 | 02:07 |
 | Ember Spirit | 146 | 71.57% | 70.3 | 47.95% | -2.05% | +3.40% | -3.51% | -2.61% | 08:46 | 02:59 | 06:55 | 08:21 | 09:34 | 23:39 | 02:39 | 01:57 |
 | Tusk | 38 | 40.00% | 68.9 | 52.63% | +15.79% | +7.37% | +14.04% | 2.18% | 09:18 | 02:53 | 06:34 | 08:17 | 09:38 | 31:02 | 03:04 | 02:16 |
 | Jakiro | 5 | 12.20% | 67.6 | 80.00% | +27.22% | +20.00% | +20.00% | 0.00% | 11:00 | 08:45 | 08:45 | 09:36 | 10:28 | 17:21 | 01:43 | 01:16 |
 | Kunkka | 104 | 88.14% | 66.2 | 46.15% | +31.86% | +7.70% | -3.84% | -6.99% | 07:20 | 02:23 | 06:19 | 06:58 | 07:58 | 21:25 | 01:39 | 01:13 |
 | Void Spirit | 36 | 37.11% | 64.9 | 52.78% | +1.96% | -8.34% | -19.45% | -3.30% | 10:28 | 06:55 | 08:41 | 09:33 | 12:03 | 18:20 | 03:22 | 02:29 |
 | Magnus | 2 | 11.76% | 63.5 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 18:00 | 09:09 | 09:09 | 26:51 | 26:51 | 26:51 | 17:42 | 13:06 |
 | Spectre | 4 | 22.22% | 62.2 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 05:16 | 03:02 | 03:02 | 05:20 | 05:25 | 07:16 | 02:23 | 01:45 |
 | Beastmaster | 11 | 19.30% | 60.8 | 63.64% | +2.77% | -30.31% | +36.36% | 6.84% | 21:51 | 08:57 | 14:08 | 19:29 | 23:53 | 54:58 | 09:45 | 07:13 |
 | Death Prophet | 52 | 22.13% | 59.5 | 50.00% | -3.01% | +3.85% | +3.85% | 0.00% | 09:05 | 02:23 | 05:55 | 07:48 | 09:13 | 36:07 | 03:18 | 02:26 |
 | Legion Commander | 28 | 87.50% | 58.1 | 42.86% | +17.86% | +14.28% | 0.00% | -5.91% | 06:41 | 02:15 | 04:48 | 06:09 | 07:13 | 18:17 | 02:25 | 01:47 |
 | Invoker | 9 | 11.69% | 56.8 | 66.67% | +25.49% | +33.33% | -16.67% | 0.00% | 14:00 | 04:22 | 06:47 | 12:05 | 16:08 | 35:34 | 09:21 | 06:55 |
 | Chen | 14 | 87.50% | 55.4 | 42.86% | +42.86% | -17.86% | -9.53% | 2.00% | 09:12 | 05:23 | 07:30 | 08:14 | 11:40 | 14:47 | 04:10 | 03:05 |
 | Lone Druid | 20 | 100.00% | 54.1 | 40.00% | +40.00% | -20.00% | +20.00% | 22.86% | 05:58 | 03:00 | 05:05 | 06:05 | 06:50 | 07:46 | 01:45 | 01:17 |
 | Monkey King | 25 | 17.99% | 52.7 | 52.00% | +2.00% | -18.67% | +31.33% | 3.02% | 14:10 | 04:35 | 05:55 | 12:26 | 22:27 | 27:25 | 16:32 | 12:14 |
 | Tiny | 38 | 12.67% | 51.4 | 50.00% | -1.91% | -20.00% | -5.56% | 1.90% | 11:17 | 04:06 | 06:17 | 07:38 | 13:53 | 49:27 | 07:36 | 05:37 |
 | Abaddon | 14 | 12.96% | 50.0 | 57.14% | -6.69% | +17.86% | -57.14% | -8.65% | 23:27 | 13:52 | 19:36 | 20:44 | 28:16 | 38:38 | 08:40 | 06:25 |
 | Omniknight | 2 | 6.25% | 48.6 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 09:42 | 07:03 | 07:03 | 12:21 | 12:21 | 12:21 | 05:18 | 03:55 |
 | Visage | 2 | 6.06% | 47.3 | 100.00% | +45.16% | 0.00% | 0.00% | 0.00% | 04:44 | 03:15 | 03:15 | 06:12 | 06:12 | 06:12 | 02:57 | 02:11 |
 | Tidehunter | 67 | 80.72% | 45.9 | 37.31% | +18.56% | -7.90% | +9.75% | 5.38% | 08:24 | 03:23 | 06:34 | 08:15 | 09:51 | 18:20 | 03:17 | 02:25 |
 | Ursa | 33 | 67.35% | 44.6 | 39.39% | -4.36% | -39.39% | -1.89% | 9.96% | 07:11 | 03:12 | 04:30 | 06:37 | 08:16 | 13:45 | 03:46 | 02:47 |
 | Alchemist | 5 | 83.33% | 43.2 | 40.00% | +40.00% | -40.00% | +60.00% | 13.92% | 07:34 | 02:22 | 02:22 | 08:27 | 09:33 | 14:55 | 07:11 | 05:19 |
 | Hoodwink | 19 | 9.09% | 41.9 | 52.63% | +8.42% | -12.63% | -12.63% | 0.00% | 20:12 | 09:02 | 11:42 | 20:54 | 23:57 | 36:28 | 12:15 | 09:04 |
 | Queen of Pain | 4 | 4.82% | 40.5 | 75.00% | +24.37% | +25.00% | +25.00% | 0.00% | 18:26 | 13:00 | 13:00 | 14:57 | 20:28 | 25:20 | 07:28 | 05:31 |
 | Troll Warlord | 10 | 43.48% | 39.2 | 40.00% | -29.23% | -6.67% | +60.00% | 19.14% | 06:46 | 03:49 | 04:56 | 05:45 | 08:25 | 11:23 | 03:29 | 02:34 |
 | Broodmother | 1 | 11.11% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:32 | 14:32 | 14:32 | 14:32 | 14:32 | 14:32 | 00:00 | 00:00 |
 | Elder Titan | 1 | 11.11% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:52 | 14:52 | 14:52 | 14:52 | 14:52 | 14:52 | 00:00 | 00:00 |
 | Weaver | 24 | 18.32% | 35.1 | 37.50% | -16.71% | -20.83% | -4.17% | 1.94% | 17:51 | 06:16 | 11:51 | 18:40 | 20:25 | 32:14 | 08:34 | 06:20 |
 | Snapfire | 25 | 17.99% | 33.8 | 36.00% | -2.60% | -36.00% | +30.67% | 6.91% | 16:03 | 05:22 | 09:42 | 14:29 | 19:21 | 33:06 | 09:39 | 07:08 |
 | Crystal Maiden | 1 | 7.14% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:01 | 15:01 | 15:01 | 15:01 | 15:01 | 15:01 | 00:00 | 00:00 |
 | Bane | 2 | 0.77% | 31.1 | 100.00% | +44.96% | 0.00% | 0.00% | 0.00% | 17:12 | 12:19 | 12:19 | 22:04 | 22:04 | 22:04 | 09:45 | 07:13 |
 | Brewmaster | 3 | 4.62% | 29.7 | 66.67% | +6.99% | -66.67% | 0.00% | 0.00% | 07:57 | 07:34 | 07:34 | 07:37 | 08:41 | 08:41 | 01:07 | 00:49 |
 | Nature's Prophet | 8 | 19.51% | 28.4 | 37.50% | +1.14% | -37.50% | +12.50% | 6.11% | 13:57 | 04:18 | 08:30 | 11:14 | 16:41 | 26:11 | 08:11 | 06:03 |
 | Centaur Warrunner | 5 | 20.00% | 27.0 | 40.00% | -5.00% | -40.00% | -40.00% | 0.00% | 14:07 | 06:35 | 06:35 | 13:55 | 15:12 | 21:42 | 08:37 | 06:22 |
 | Windranger | 1 | 2.56% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 00:00 | 00:00 |
 | Phoenix | 1 | 1.30% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:05 | 15:05 | 15:05 | 15:05 | 15:05 | 15:05 | 00:00 | 00:00 |
 | Rubick | 1 | 1.10% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:01 | 49:01 | 49:01 | 49:01 | 49:01 | 49:01 | 00:00 | 00:00 |
 | Pangolier | 1 | 0.44% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 00:00 | 00:00 |
 | Grimstroke | 1 | 0.43% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:24 | 39:24 | 39:24 | 39:24 | 39:24 | 39:24 | 00:00 | 00:00 |
 | Ancient Apparition | 2 | 6.25% | 18.9 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 23:44 | 23:04 | 23:04 | 24:24 | 24:24 | 24:24 | 01:20 | 00:59 |
 | Earth Spirit | 2 | 2.99% | 17.6 | 50.00% | +0.77% | -50.00% | 0.00% | 0.00% | 20:44 | 13:52 | 13:52 | 27:36 | 27:36 | 27:36 | 13:44 | 10:10 |
 | Winter Wyvern | 3 | 9.68% | 16.2 | 33.33% | -13.10% | +66.67% | 0.00% | -4.20% | 17:59 | 12:20 | 12:20 | 13:25 | 28:12 | 28:12 | 15:52 | 11:45 |
 | Razor | 2 | 1.96% | 14.9 | 50.00% | -5.00% | +50.00% | 0.00% | 0.00% | 14:40 | 08:11 | 08:11 | 21:08 | 21:08 | 21:08 | 12:57 | 09:35 |
 | Clockwerk | 5 | 6.94% | 13.5 | 20.00% | -24.78% | -20.00% | -20.00% | 0.00% | 24:01 | 18:48 | 18:48 | 21:11 | 26:30 | 33:37 | 07:42 | 05:42 |
 | Sand King | 5 | 1.68% | 12.2 | 20.00% | -31.54% | -20.00% | -20.00% | 0.00% | 08:50 | 04:46 | 04:46 | 09:00 | 10:36 | 14:16 | 05:50 | 04:19 |
 | Dazzle | 1 | 12.50% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:36 | 16:36 | 16:36 | 16:36 | 16:36 | 16:36 | 00:00 | 00:00 |
 | Viper | 1 | 1.54% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 00:00 | 00:00 |
 | Slardar | 1 | 5.56% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:31 | 07:31 | 07:31 | 07:31 | 07:31 | 07:31 | 00:00 | 00:00 |
 | Lina | 1 | 1.03% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:36 | 07:36 | 07:36 | 07:36 | 07:36 | 07:36 | 00:00 | 00:00 |
 | Chaos Knight | 1 | 0.56% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 00:00 | 00:00 |
 | Disruptor | 1 | 2.86% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 00:00 | 00:00 |
 | Outworld Destroyer | 1 | 25.00% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:14 | 15:14 | 15:14 | 15:14 | 15:14 | 15:14 | 00:00 | 00:00 |
 | Dark Seer | 1 | 5.00% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:24 | 10:24 | 10:24 | 10:24 | 10:24 | 10:24 | 00:00 | 00:00 |