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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 | 995 | 24.27% | 77.5 | 55.18% | +1.04% | -5.98% | +9.88% | 0.89% | 10:26 | -01:30 | -01:29 | 05:38 | 19:14 | 1:01:59 | 12:59 |
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 | |
 | Dazzle | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:38 | 19:38 | 19:38 | 19:38 | 19:38 | 19:38 | 00:00 | 00:00 |
 | Snapfire | 3 | 37.50% | 98.8 | 100.00% | +34.43% | 0.00% | 0.00% | 0.00% | 09:01 | 05:22 | 05:49 | 15:52 | 15:52 | 15:52 | 10:03 | 05:56 |
 | Axe | 5 | 62.50% | 97.5 | 80.00% | +26.43% | +20.00% | -80.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Huskar | 1 | 50.00% | 96.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:32 | 25:32 | 25:32 | 25:32 | 25:32 | 25:32 | 00:00 | 00:00 |
 | Pangolier | 26 | 36.11% | 95.0 | 76.92% | +19.16% | -26.92% | +23.08% | 2.11% | 18:59 | -01:29 | 06:28 | 23:03 | 30:09 | 50:54 | 23:41 | 14:54 |
 | Lone Druid | 3 | 100.00% | 93.8 | 66.67% | +2.38% | +33.33% | -66.67% | 0.00% | 24:45 | 20:29 | 24:18 | 29:28 | 29:28 | 29:28 | 05:10 | 04:30 |
 | Bounty Hunter | 6 | 35.29% | 92.5 | 83.33% | +25.94% | -16.66% | +16.67% | 1.15% | 14:37 | 04:23 | 09:39 | 10:56 | 38:33 | 38:33 | 28:54 | 12:10 |
 | Wraith King | 77 | 67.54% | 91.3 | 67.53% | +2.39% | +7.47% | -25.42% | -1.12% | 21:21 | -01:29 | 01:06 | 26:08 | 30:27 | 45:37 | 29:21 | 14:14 |
 | Dragon Knight | 16 | 57.14% | 90.0 | 68.75% | +5.54% | -8.75% | +31.25% | 1.67% | 14:48 | -01:29 | 02:52 | 19:46 | 26:50 | 31:12 | 23:58 | 12:32 |
 | Tidehunter | 55 | 73.33% | 88.8 | 63.64% | +0.20% | +9.69% | -13.64% | -3.23% | 04:12 | -01:29 | -01:29 | 02:39 | 08:42 | 23:46 | 10:11 | 06:53 |
 | Dark Seer | 15 | 65.22% | 87.5 | 66.67% | +17.19% | +13.33% | -16.67% | -4.58% | 13:31 | -01:29 | 10:59 | 15:13 | 17:32 | 27:20 | 06:33 | 06:57 |
 | Alchemist | 35 | 87.50% | 86.3 | 60.00% | -4.51% | +10.00% | -4.44% | -0.73% | 08:37 | -01:29 | -01:29 | 02:16 | 21:14 | 30:45 | 22:43 | 11:56 |
 | Phoenix | 24 | 33.33% | 85.0 | 66.67% | +1.49% | -9.53% | +16.66% | 2.82% | 05:47 | -01:29 | 01:20 | 06:29 | 10:37 | 13:30 | 09:17 | 05:15 |
 | Beastmaster | 36 | 44.44% | 83.8 | 61.11% | -1.21% | +28.89% | -5.55% | -1.77% | 09:01 | -01:29 | -01:29 | -01:18 | 20:55 | 47:04 | 22:24 | 14:23 |
 | Clockwerk | 21 | 42.00% | 82.5 | 61.90% | -1.51% | -11.90% | +18.10% | 3.41% | 08:48 | -01:29 | 05:52 | 10:09 | 14:40 | 19:25 | 08:48 | 06:42 |
 | Mars | 46 | 40.35% | 81.3 | 58.70% | +2.87% | +2.84% | +14.03% | 0.62% | 08:46 | -01:29 | -01:29 | 02:44 | 19:34 | 41:34 | 21:03 | 13:27 |
 | Timbersaw | 59 | 98.33% | 80.0 | 52.54% | -2.45% | +9.96% | +14.13% | 4.10% | 00:21 | -01:29 | -01:29 | -01:29 | 02:30 | 10:23 | 03:59 | 02:49 |
 | Death Prophet | 16 | 17.39% | 78.8 | 68.75% | +17.11% | -8.75% | -18.75% | -0.34% | 13:11 | -01:29 | 01:37 | 03:33 | 30:56 | 1:01:59 | 29:19 | 19:24 |
 | Magnus | 1 | 33.33% | 77.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:32 | 35:32 | 35:32 | 35:32 | 35:32 | 35:32 | 00:00 | 00:00 |
 | Lycan | 32 | 86.49% | 76.3 | 53.13% | -0.14% | -19.80% | +9.37% | 1.51% | 12:37 | -01:29 | -01:29 | 16:16 | 20:45 | 39:40 | 22:14 | 12:09 |
 | Shadow Fiend | 2 | 16.67% | 75.0 | 100.00% | +44.20% | 0.00% | 0.00% | 0.00% | 25:22 | 21:21 | 29:23 | 29:23 | 29:23 | 29:23 | 00:00 | 05:40 |
 | Bloodseeker | 24 | 42.11% | 73.8 | 58.33% | +2.69% | -15.47% | +25.00% | 11.51% | 06:57 | -01:29 | 01:32 | 03:23 | 05:03 | 45:55 | 03:31 | 12:15 |
 | Nature's Prophet | 20 | 37.04% | 72.5 | 60.00% | +6.00% | -10.00% | +20.00% | 3.86% | 29:48 | 12:16 | 28:11 | 29:03 | 35:57 | 38:23 | 07:46 | 06:19 |
 | Bristleback | 16 | 55.17% | 71.3 | 56.25% | -3.27% | +3.75% | +18.75% | 0.52% | 14:33 | -01:29 | -01:28 | 16:10 | 30:10 | 40:22 | 31:38 | 15:57 |
 | Razor | 4 | 28.57% | 70.0 | 75.00% | +2.06% | +25.00% | -75.00% | -25.97% | 27:16 | 21:57 | 27:20 | 28:34 | 31:11 | 31:11 | 03:51 | 03:53 |
 | Viper | 18 | 45.00% | 68.8 | 55.56% | -0.21% | -5.56% | -30.56% | -9.68% | 05:05 | -01:29 | 01:51 | 02:48 | 04:26 | 46:30 | 02:35 | 10:53 |
 | Kunkka | 10 | 35.71% | 67.5 | 60.00% | -2.74% | +40.00% | -60.00% | -13.48% | 27:07 | -01:29 | 26:14 | 29:58 | 33:39 | 45:45 | 07:25 | 11:54 |
 | Invoker | 30 | 81.08% | 66.3 | 46.67% | +1.13% | +8.89% | +24.76% | 6.35% | 05:42 | 01:38 | 04:40 | 05:43 | 07:10 | 11:44 | 02:30 | 02:18 |
 | Underlord | 14 | 66.67% | 65.0 | 50.00% | -6.39% | -10.00% | -16.67% | -0.50% | 07:45 | -01:29 | -01:28 | 02:18 | 14:53 | 45:55 | 16:21 | 13:56 |
 | Mirana | 40 | 64.52% | 63.8 | 47.50% | -8.06% | +7.05% | +2.50% | -0.45% | 09:57 | -01:29 | 04:25 | 06:52 | 14:27 | 32:37 | 10:02 | 08:42 |
 | Chen | 5 | 45.45% | 62.5 | 60.00% | +5.10% | -10.00% | -60.00% | -6.19% | 25:54 | 19:38 | 24:13 | 28:35 | 32:18 | 32:18 | 08:05 | 04:46 |
 | Winter Wyvern | 2 | 10.53% | 61.3 | 100.00% | +45.32% | 0.00% | 0.00% | 0.00% | 00:49 | -01:29 | 03:06 | 03:06 | 03:06 | 03:06 | 00:00 | 03:14 |
 | Ember Spirit | 9 | 15.52% | 60.0 | 66.67% | +16.13% | 0.00% | -66.67% | -7.46% | 06:45 | -01:29 | 01:54 | 07:32 | 10:50 | 24:58 | 08:56 | 08:08 |
 | Io | 17 | 40.48% | 58.8 | 52.94% | -8.17% | -32.94% | -2.94% | 4.89% | 09:05 | -01:29 | 02:24 | 06:17 | 08:32 | 42:57 | 06:08 | 12:01 |
 | Brewmaster | 23 | 82.14% | 57.5 | 43.48% | +6.04% | +13.66% | +23.19% | 1.07% | 05:23 | -01:30 | -01:29 | 01:52 | 10:25 | 33:41 | 11:54 | 09:14 |
 | Nyx Assassin | 9 | 8.91% | 56.3 | 66.67% | +9.17% | -33.34% | -16.67% | 1.27% | 11:46 | -01:29 | -01:29 | 13:28 | 14:36 | 58:35 | 16:05 | 19:03 |
 | Abaddon | 12 | 38.71% | 55.0 | 50.00% | -12.19% | -25.00% | -16.67% | 0.37% | 21:54 | -01:29 | 12:46 | 24:08 | 35:01 | 52:54 | 22:15 | 17:54 |
 | Queen of Pain | 4 | 12.12% | 53.8 | 75.00% | +13.41% | +25.00% | -75.00% | 0.00% | 31:16 | 28:26 | 28:37 | 29:30 | 38:29 | 38:29 | 09:52 | 04:50 |
 | Earth Spirit | 83 | 72.17% | 52.5 | 38.55% | -6.94% | -15.82% | -9.98% | 1.16% | 02:53 | -01:29 | -01:29 | 02:17 | 06:32 | 12:10 | 08:01 | 04:23 |
 | Puck | 35 | 25.74% | 51.3 | 45.71% | -7.65% | +14.29% | -1.27% | -3.48% | 04:46 | -01:29 | 02:04 | 05:29 | 06:32 | 11:39 | 04:28 | 03:24 |
 | Vengeful Spirit | 2 | 66.67% | 50.0 | 50.00% | -4.84% | 0.00% | 0.00% | 0.00% | 28:30 | 23:35 | 33:24 | 33:24 | 33:24 | 33:24 | 00:00 | 06:56 |
 | Lifestealer | 4 | 44.44% | 48.8 | 50.00% | +12.12% | -50.00% | +50.00% | 0.00% | 29:43 | 26:21 | 28:29 | 30:56 | 33:04 | 33:04 | 04:35 | 02:55 |
 | Dark Willow | 3 | 20.00% | 47.5 | 66.67% | +5.99% | +33.33% | -66.67% | 0.00% | 09:59 | 09:04 | 09:15 | 11:39 | 11:39 | 11:39 | 02:24 | 01:26 |
 | Void Spirit | 18 | 14.29% | 46.3 | 44.44% | -14.39% | +5.56% | +5.56% | 0.00% | 01:40 | -01:29 | -01:29 | 01:17 | 04:50 | 10:19 | 06:19 | 03:49 |
 | Gyrocopter | 3 | 13.64% | 45.0 | 66.67% | +20.55% | -16.67% | +33.33% | 1.10% | 29:00 | 10:31 | 15:25 | 1:01:04 | 1:01:04 | 1:01:04 | 45:39 | 27:52 |
 | Sand King | 7 | 35.00% | 43.8 | 42.86% | -0.26% | -9.53% | +7.14% | 3.07% | 03:21 | -01:29 | -01:29 | 06:36 | 06:55 | 09:43 | 08:24 | 04:45 |
 | Enchantress | 5 | 9.26% | 42.5 | 60.00% | -6.44% | +40.00% | -60.00% | -3.19% | 23:28 | 08:24 | 10:52 | 39:33 | 42:10 | 42:10 | 31:18 | 16:09 |
 | Legion Commander | 7 | 29.17% | 41.3 | 42.86% | -3.14% | -9.53% | +7.14% | 0.59% | 10:05 | -01:29 | -01:29 | 07:20 | 29:56 | 39:09 | 31:25 | 17:13 |
 | Sven | 3 | 75.00% | 40.0 | 33.33% | -13.34% | +16.67% | -33.33% | -17.65% | 21:15 | 16:02 | 22:27 | 25:17 | 25:17 | 25:17 | 02:50 | 04:44 |
 | Outworld Destroyer | 3 | 6.00% | 38.8 | 66.67% | +24.08% | +33.33% | -66.67% | 0.00% | 32:39 | 05:37 | 33:21 | 58:58 | 58:58 | 58:58 | 25:37 | 26:40 |
 | Witch Doctor | 3 | 5.08% | 37.5 | 66.67% | +6.63% | -16.67% | +33.33% | 0.00% | 25:01 | 14:36 | 22:32 | 37:54 | 37:54 | 37:54 | 15:22 | 11:50 |
 | Broodmother | 5 | 100.00% | 36.3 | 20.00% | +0.95% | +30.00% | -20.00% | -50.00% | 00:26 | -01:29 | -01:26 | 01:47 | 01:47 | 01:47 | 03:13 | 01:44 |
 | Terrorblade | 1 | 4.35% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:52 | 25:52 | 25:52 | 25:52 | 25:52 | 25:52 | 00:00 | 00:00 |
 | Earthshaker | 3 | 3.90% | 33.8 | 66.67% | +2.97% | -16.67% | +33.33% | 0.00% | 15:17 | 03:16 | 08:44 | 33:52 | 33:52 | 33:52 | 25:08 | 16:19 |
 | Tusk | 7 | 11.67% | 32.5 | 42.86% | -8.61% | -42.86% | +7.14% | 3.57% | 17:51 | -01:29 | 13:31 | 25:25 | 27:32 | 31:43 | 14:01 | 11:31 |
 | Keeper of the Light | 3 | 3.45% | 31.3 | 66.67% | +1.08% | -16.67% | +33.33% | 0.00% | 23:26 | -01:29 | 10:22 | 1:01:26 | 1:01:26 | 1:01:26 | 51:04 | 33:26 |
 | Windranger | 5 | 19.23% | 30.0 | 40.00% | -18.40% | +10.00% | +60.00% | 7.56% | 07:42 | 04:24 | 05:15 | 10:08 | 11:52 | 11:52 | 06:37 | 03:11 |
 | Elder Titan | 5 | 15.15% | 28.8 | 40.00% | -12.05% | -40.00% | +60.00% | 3.73% | 20:35 | -01:29 | 10:28 | 35:49 | 37:15 | 37:15 | 26:47 | 16:34 |
 | Enigma | 1 | 1.89% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:13 | 19:13 | 19:13 | 19:13 | 19:13 | 19:13 | 00:00 | 00:00 |
 | Venomancer | 9 | 50.00% | 26.3 | 22.22% | -17.36% | -22.22% | +27.78% | 4.63% | 09:55 | 02:53 | 04:46 | 06:29 | 15:34 | 35:27 | 10:48 | 10:14 |
 | Grimstroke | 1 | 1.41% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:10 | 14:10 | 14:10 | 14:10 | 14:10 | 14:10 | 00:00 | 00:00 |
 | Troll Warlord | 1 | 1.39% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:59 | 12:59 | 12:59 | 12:59 | 12:59 | 12:59 | 00:00 | 00:00 |
 | Ancient Apparition | 2 | 11.11% | 22.5 | 50.00% | +10.26% | 0.00% | 0.00% | 0.00% | 29:11 | 26:10 | 32:12 | 32:12 | 32:12 | 32:12 | 00:00 | 04:15 |
 | Doom | 3 | 27.27% | 21.3 | 33.33% | -5.13% | +16.67% | -33.33% | 0.00% | -01:21 | -01:29 | -01:29 | -01:05 | -01:05 | -01:05 | 00:24 | 00:13 |
 | Undying | 7 | 18.92% | 20.0 | 28.57% | -8.44% | +4.76% | -28.57% | -2.85% | 09:31 | -01:29 | 03:44 | 11:49 | 15:25 | 29:23 | 11:41 | 10:52 |
 | Tiny | 2 | 8.70% | 18.8 | 50.00% | +2.86% | 0.00% | 0.00% | 0.00% | 17:06 | -01:28 | 35:40 | 35:40 | 35:40 | 35:40 | 00:00 | 26:15 |
 | Leshrac | 2 | 8.00% | 17.5 | 50.00% | +10.00% | 0.00% | 0.00% | 0.00% | 16:58 | 13:15 | 20:40 | 20:40 | 20:40 | 20:40 | 00:00 | 05:14 |
 | Spirit Breaker | 3 | 20.00% | 16.3 | 33.33% | -5.50% | +16.67% | -33.33% | -3.21% | 14:45 | 08:20 | 10:10 | 25:44 | 25:44 | 25:44 | 15:34 | 09:33 |
 | Crystal Maiden | 2 | 2.78% | 15.0 | 50.00% | +5.73% | 0.00% | 0.00% | 0.00% | 15:11 | 12:23 | 17:59 | 17:59 | 17:59 | 17:59 | 00:00 | 03:57 |
 | Night Stalker | 5 | 29.41% | 13.8 | 20.00% | -21.52% | -20.00% | -20.00% | 0.00% | 02:36 | -01:29 | -01:29 | 07:16 | 10:13 | 10:13 | 11:42 | 05:41 |
 | Rubick | 3 | 3.57% | 12.5 | 33.33% | -13.26% | +16.67% | -33.33% | 0.00% | 09:47 | 05:17 | 08:14 | 15:49 | 15:49 | 15:49 | 07:35 | 05:26 |
 | Pugna | 1 | 12.50% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:33 | 12:33 | 12:33 | 12:33 | 12:33 | 12:33 | 00:00 | 00:00 |
 | Centaur Warrunner | 3 | 37.50% | 10.0 | 0.00% | -26.25% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Tinker | 1 | 100.00% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:20 | 03:20 | 03:20 | 03:20 | 03:20 | 03:20 | 00:00 | 00:00 |
 | Phantom Assassin | 1 | 2.70% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 00:00 | 00:00 |
 | Visage | 1 | 33.33% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 |
 | Slardar | 2 | 18.18% | 5.0 | 0.00% | -26.37% | 0.00% | 0.00% | 0.00% | 11:56 | -01:29 | 25:21 | 25:21 | 25:21 | 25:21 | 00:00 | 18:58 |
 | Shadow Shaman | 1 | 1.28% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 00:00 | 00:00 |
 | Omniknight | 1 | 33.33% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:27 | 02:27 | 02:27 | 02:27 | 02:27 | 02:27 | 00:00 | 00:00 |
 | Techies | 1 | 50.00% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:15 | 05:15 | 05:15 | 05:15 | 05:15 | 05:15 | 00:00 | 00:00 |