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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 | |
 | Ring of Protection | 1117 | 26.22% | 69.7 | 54.16% | +14.46% | -6.13% | +8.56% | 1.10% | 13:09 | -01:30 | 05:47 | 11:09 | 19:07 | 1:20:50 | 09:52 |
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 | |
 | Venomancer | 6 | 100.00% | 100.0 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 09:01 | 02:03 | 03:04 | 09:54 | 12:47 | 13:35 | 09:43 | 07:11 |
 | Witch Doctor | 8 | 72.73% | 98.7 | 87.50% | +54.17% | +12.50% | -37.50% | -13.76% | 07:51 | 02:28 | 05:27 | 06:49 | 09:05 | 13:48 | 03:38 | 02:41 |
 | Kunkka | 10 | 30.30% | 97.4 | 90.00% | +46.52% | +10.00% | -40.00% | -5.78% | 23:35 | 06:53 | 19:26 | 23:43 | 28:05 | 31:36 | 08:39 | 06:24 |
 | Lone Druid | 8 | 66.67% | 96.1 | 75.00% | +25.00% | +25.00% | -75.00% | -17.96% | 25:07 | 17:54 | 20:01 | 24:18 | 25:35 | 42:00 | 05:34 | 04:07 |
 | Mirana | 69 | 57.98% | 94.8 | 68.12% | +16.12% | -15.18% | +2.47% | 0.95% | 17:21 | -01:29 | 07:10 | 17:34 | 25:45 | 49:52 | 18:35 | 13:45 |
 | Visage | 26 | 100.00% | 93.5 | 61.54% | +61.54% | +38.46% | -28.21% | -10.34% | 12:31 | 02:03 | 08:37 | 10:25 | 15:04 | 33:50 | 06:27 | 04:46 |
 | Dark Seer | 23 | 95.83% | 92.2 | 60.87% | -39.13% | +5.80% | -27.54% | -7.44% | 13:54 | -01:29 | 10:36 | 11:56 | 15:05 | 26:43 | 04:29 | 03:19 |
 | Timbersaw | 50 | 96.15% | 90.9 | 58.00% | +8.00% | -4.15% | -16.33% | -1.95% | 04:42 | -01:29 | -01:29 | 06:47 | 07:44 | 13:42 | 09:13 | 06:49 |
 | Axe | 3 | 75.00% | 89.6 | 66.67% | -33.33% | -66.67% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Enchantress | 13 | 13.13% | 88.3 | 76.92% | +23.43% | +23.08% | -43.59% | -1.71% | 24:13 | -01:29 | -01:29 | 33:44 | 40:25 | 42:50 | 41:54 | 31:02 |
 | Death Prophet | 54 | 56.25% | 87.0 | 59.26% | +23.55% | +19.31% | -20.80% | -9.51% | 13:09 | 02:56 | 10:52 | 12:41 | 15:05 | 25:14 | 04:13 | 03:07 |
 | Chaos Knight | 10 | 32.26% | 85.7 | 70.00% | +22.38% | -3.33% | -20.00% | -1.91% | 29:25 | 23:34 | 24:09 | 28:24 | 32:54 | 39:22 | 08:45 | 06:28 |
 | Undying | 22 | 17.74% | 84.4 | 68.18% | +24.06% | -1.51% | +11.82% | 0.45% | 18:10 | -01:30 | -01:29 | 21:23 | 31:06 | 47:34 | 32:35 | 24:08 |
 | Dawnbreaker | 19 | 100.00% | 83.1 | 52.63% | +52.63% | -12.63% | +7.37% | 1.88% | 09:42 | -01:29 | 01:43 | 10:29 | 12:21 | 30:35 | 10:38 | 07:52 |
 | Beastmaster | 114 | 91.94% | 81.8 | 52.63% | +2.63% | +2.54% | +0.94% | -0.45% | 10:59 | -01:29 | 09:49 | 11:44 | 13:24 | 33:07 | 03:35 | 02:39 |
 | Slardar | 1 | 33.33% | 80.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:48 | 28:48 | 28:48 | 28:48 | 28:48 | 28:48 | 00:00 | 00:00 |
 | Meepo | 1 | 33.33% | 79.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:40 | 35:40 | 35:40 | 35:40 | 35:40 | 35:40 | 00:00 | 00:00 |
 | Nature's Prophet | 48 | 41.03% | 77.9 | 56.25% | +20.02% | -6.25% | -6.25% | 0.00% | 30:03 | 15:49 | 26:04 | 29:16 | 32:41 | 42:15 | 06:37 | 04:54 |
 | Dragon Knight | 18 | 30.51% | 76.6 | 61.11% | -2.30% | -21.11% | +13.89% | 1.26% | 18:40 | -01:29 | 05:42 | 08:39 | 33:35 | 49:03 | 27:53 | 20:39 |
 | Clockwerk | 45 | 37.50% | 75.3 | 55.56% | -3.11% | +8.08% | +17.17% | 0.74% | 08:46 | -01:30 | -01:29 | -01:28 | 13:47 | 52:22 | 15:16 | 11:18 |
 | Keeper of the Light | 40 | 85.11% | 74.0 | 50.00% | +21.43% | -40.00% | +10.00% | 15.71% | 10:04 | -01:29 | 07:52 | 09:33 | 11:03 | 39:36 | 03:11 | 02:21 |
 | Broodmother | 54 | 100.00% | 72.7 | 48.15% | +48.15% | +8.99% | -32.77% | -21.06% | 07:45 | -01:22 | 06:47 | 07:28 | 08:46 | 20:52 | 01:59 | 01:28 |
 | Lycan | 48 | 100.00% | 71.4 | 47.92% | +47.92% | +18.75% | -14.59% | -3.71% | 06:07 | -01:29 | -01:29 | 08:47 | 10:28 | 14:42 | 11:57 | 08:51 |
 | Terrorblade | 3 | 6.25% | 70.1 | 100.00% | +57.78% | 0.00% | 0.00% | 0.00% | 47:57 | 27:30 | 27:30 | 35:32 | 1:20:50 | 1:20:50 | 53:20 | 39:30 |
 | Tidehunter | 35 | 77.78% | 68.8 | 48.57% | +8.57% | -26.35% | +6.99% | 2.48% | 09:26 | -01:29 | -01:28 | 11:45 | 14:54 | 29:59 | 16:22 | 12:07 |
 | Alchemist | 34 | 91.89% | 67.5 | 47.06% | +13.73% | -13.73% | -9.56% | 0.67% | 05:05 | -01:30 | 00:43 | 05:02 | 06:54 | 28:00 | 06:11 | 04:34 |
 | Snapfire | 53 | 46.09% | 66.2 | 50.94% | +18.68% | +10.60% | +2.91% | -0.63% | 19:49 | 07:42 | 12:08 | 15:47 | 24:20 | 52:09 | 12:12 | 09:02 |
 | Lifestealer | 9 | 52.94% | 64.9 | 55.56% | +5.56% | +44.44% | -55.56% | -28.17% | 29:31 | 24:09 | 27:16 | 28:53 | 30:49 | 33:37 | 03:33 | 02:37 |
 | Magnus | 3 | 42.86% | 63.6 | 66.67% | +41.67% | +33.33% | 0.00% | -2.04% | 24:31 | 18:14 | 18:14 | 20:44 | 34:35 | 34:35 | 16:21 | 12:06 |
 | Chen | 4 | 80.00% | 62.3 | 50.00% | -50.00% | -50.00% | +50.00% | 6.26% | 12:36 | -01:29 | -01:29 | 15:51 | 17:28 | 18:34 | 18:57 | 14:02 |
 | Sven | 5 | 45.45% | 61.0 | 60.00% | -23.33% | -60.00% | +40.00% | 9.69% | 21:07 | 14:57 | 14:57 | 19:55 | 25:16 | 25:45 | 10:19 | 07:38 |
 | Phoenix | 10 | 27.78% | 59.7 | 60.00% | +10.00% | +6.67% | +40.00% | 3.48% | 06:39 | -01:29 | -01:29 | -01:28 | 11:03 | 24:33 | 12:32 | 09:17 |
 | Enigma | 33 | 70.21% | 58.4 | 45.45% | -4.55% | +4.55% | -7.95% | -2.20% | 09:57 | 01:44 | 07:00 | 11:08 | 12:41 | 14:43 | 05:41 | 04:12 |
 | Pangolier | 13 | 12.26% | 57.1 | 61.54% | +7.78% | -28.21% | -28.21% | 0.00% | 14:52 | -01:29 | -01:28 | 18:18 | 21:36 | 36:28 | 23:04 | 17:05 |
 | Huskar | 1 | 20.00% | 55.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 00:00 | 00:00 |
 | Io | 14 | 32.56% | 54.5 | 50.00% | -8.62% | 0.00% | -16.67% | -1.26% | 11:59 | 04:21 | 05:20 | 07:16 | 18:34 | 26:01 | 13:14 | 09:48 |
 | Doom | 8 | 13.11% | 53.2 | 62.50% | +0.24% | -12.50% | -12.50% | 0.00% | 09:56 | -01:29 | 05:04 | 09:20 | 11:38 | 23:27 | 06:34 | 04:51 |
 | Pudge | 16 | 94.12% | 51.9 | 37.50% | +37.50% | -37.50% | +37.50% | 75.00% | -00:34 | -01:29 | -01:29 | -01:29 | -01:28 | 07:58 | 00:01 | 00:00 |
 | Underlord | 7 | 70.00% | 50.6 | 42.86% | +9.53% | +7.14% | -42.86% | -4.74% | 11:56 | -01:29 | 04:34 | 14:56 | 15:07 | 21:44 | 10:33 | 07:48 |
 | Hoodwink | 4 | 9.09% | 49.4 | 75.00% | +45.00% | -75.00% | +25.00% | 0.00% | 21:25 | 04:32 | 04:32 | 20:10 | 29:13 | 31:43 | 24:41 | 18:17 |
 | Abaddon | 7 | 21.21% | 48.1 | 57.14% | +7.14% | -7.14% | +42.86% | 7.35% | 30:34 | 10:29 | 27:15 | 33:45 | 34:03 | 40:23 | 06:48 | 05:02 |
 | Rubick | 14 | 7.14% | 46.8 | 57.14% | +13.18% | +17.86% | +9.53% | -0.49% | 16:55 | -01:29 | 09:32 | 16:50 | 26:38 | 34:51 | 17:06 | 12:40 |
 | Tiny | 10 | 6.62% | 45.5 | 60.00% | +11.77% | +40.00% | -10.00% | -1.56% | 13:56 | -01:29 | -01:29 | -01:29 | 33:33 | 43:04 | 35:02 | 25:57 |
 | Leshrac | 4 | 5.88% | 44.2 | 75.00% | +23.44% | +25.00% | +25.00% | 0.00% | 12:14 | 11:10 | 11:10 | 11:37 | 12:43 | 13:24 | 01:33 | 01:08 |
 | Techies | 3 | 16.67% | 42.9 | 66.67% | +20.00% | -66.67% | 0.00% | 0.00% | 32:41 | 28:15 | 28:15 | 31:29 | 38:18 | 38:18 | 10:03 | 07:26 |
 | Wraith King | 10 | 100.00% | 41.6 | 30.00% | +30.00% | +3.33% | +20.00% | 2.17% | 32:39 | 26:00 | 27:03 | 32:46 | 34:43 | 47:44 | 07:40 | 05:40 |
 | Spirit Breaker | 1 | 12.50% | 40.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:35 | 47:35 | 47:35 | 47:35 | 47:35 | 47:35 | 00:00 | 00:00 |
 | Warlock | 1 | 12.50% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Dark Willow | 1 | 11.11% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:55 | 13:55 | 13:55 | 13:55 | 13:55 | 13:55 | 00:00 | 00:00 |
 | Jakiro | 3 | 12.00% | 36.4 | 66.67% | +39.40% | -66.67% | 0.00% | 0.00% | 23:20 | 13:55 | 13:55 | 27:56 | 28:08 | 28:08 | 14:13 | 10:31 |
 | Mars | 8 | 44.44% | 35.1 | 37.50% | +17.50% | +12.50% | -37.50% | -11.49% | 06:38 | 02:26 | 03:35 | 06:24 | 07:56 | 11:38 | 04:21 | 03:13 |
 | Lich | 1 | 7.69% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:11 | 04:11 | 04:11 | 04:11 | 04:11 | 04:11 | 00:00 | 00:00 |
 | Centaur Warrunner | 25 | 83.33% | 32.5 | 24.00% | -16.00% | +9.33% | +9.33% | 0.00% | -00:19 | -01:29 | -01:29 | -01:29 | -01:29 | 27:30 | 00:00 | 00:00 |
 | Tinker | 9 | 100.00% | 31.2 | 22.22% | +22.22% | +27.78% | -22.22% | -8.15% | 07:49 | 03:18 | 03:35 | 09:03 | 09:43 | 13:16 | 06:08 | 04:32 |
 | Silencer | 3 | 5.56% | 29.9 | 66.67% | +17.65% | +33.33% | 0.00% | 0.00% | 34:05 | 23:28 | 23:28 | 33:08 | 45:38 | 45:38 | 22:10 | 16:25 |
 | Elder Titan | 1 | 5.00% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:26 | 16:26 | 16:26 | 16:26 | 16:26 | 16:26 | 00:00 | 00:00 |
 | Treant Protector | 7 | 13.73% | 27.3 | 42.86% | -0.32% | -42.86% | +7.14% | 0.00% | 04:15 | -01:30 | -01:29 | -01:29 | -01:29 | 38:26 | 00:00 | 00:00 |
 | Primal Beast | 19 | 21.84% | 26.0 | 31.58% | -18.42% | +8.42% | +8.42% | 0.00% | 04:35 | -01:29 | -01:29 | 01:49 | 08:38 | 20:31 | 10:07 | 07:29 |
 | Monkey King | 7 | 10.14% | 24.7 | 42.86% | -18.43% | -42.86% | +57.14% | 4.08% | 23:38 | 07:28 | 08:40 | 25:33 | 33:09 | 36:17 | 24:29 | 18:08 |
 | Weaver | 2 | 25.00% | 23.4 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 03:15 | 02:31 | 02:31 | 03:59 | 03:59 | 03:59 | 01:28 | 01:05 |
 | Invoker | 10 | 34.48% | 22.1 | 30.00% | -6.84% | +3.33% | -30.00% | -8.40% | 09:08 | 01:09 | 07:58 | 10:26 | 11:56 | 13:04 | 03:58 | 02:56 |
 | Anti-Mage | 1 | 3.45% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:19 | 47:19 | 47:19 | 47:19 | 47:19 | 47:19 | 00:00 | 00:00 |
 | Luna | 1 | 2.94% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 00:00 | 00:00 |
 | Naga Siren | 1 | 2.50% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 00:00 | 00:00 |
 | Razor | 2 | 20.00% | 16.9 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 29:28 | 27:20 | 27:20 | 31:36 | 31:36 | 31:36 | 04:16 | 03:09 |
 | Shadow Fiend | 1 | 1.96% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:16 | 41:16 | 41:16 | 41:16 | 41:16 | 41:16 | 00:00 | 00:00 |
 | Brewmaster | 4 | 57.14% | 14.3 | 25.00% | +25.00% | +75.00% | -25.00% | -6.24% | 10:58 | -01:29 | -01:29 | 03:08 | 17:31 | 24:41 | 19:00 | 14:04 |
 | Storm Spirit | 1 | 1.18% | 13.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 00:00 | 00:00 |
 | Earth Spirit | 4 | 50.00% | 11.7 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 01:02 | -01:29 | -01:29 | -01:03 | 02:07 | 04:33 | 03:36 | 02:40 |
 | Night Stalker | 2 | 12.50% | 10.4 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 37:40 | 37:27 | 37:27 | 37:52 | 37:52 | 37:52 | 00:25 | 00:18 |
 | Ember Spirit | 1 | 0.93% | 9.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Tusk | 4 | 4.76% | 7.8 | 25.00% | -25.00% | -25.00% | +75.00% | 0.00% | 10:28 | -01:29 | -01:29 | 12:33 | 15:11 | 15:37 | 16:40 | 12:20 |
 | Queen of Pain | 1 | 5.26% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:56 | 41:56 | 41:56 | 41:56 | 41:56 | 41:56 | 00:00 | 00:00 |
 | Skywrath Mage | 1 | 5.26% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:42 | 19:42 | 19:42 | 19:42 | 19:42 | 19:42 | 00:00 | 00:00 |
 | Earthshaker | 1 | 3.23% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:46 | 02:46 | 02:46 | 02:46 | 02:46 | 02:46 | 00:00 | 00:00 |
 | Bristleback | 2 | 100.00% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:08 | 09:03 | 09:03 | 31:12 | 31:12 | 31:12 | 22:09 | 16:24 |
 | Disruptor | 2 | 1.18% | 1.3 | 0.00% | -59.52% | 0.00% | 0.00% | 0.00% | 09:20 | 02:03 | 02:03 | 16:36 | 16:36 | 16:36 | 14:33 | 10:46 |