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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 | |
 | Vanguard | 2304 | 8.61% | 58.0 | 55.38% | +7.28% | -0.17% | +12.33% | 0.61% | 15:51 | 02:23 | 06:05 | 08:05 | 26:33 | 1:14:08 | 15:09 |
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 | |
 | Phantom Assassin | 35 | 32.11% | 100.0 | 82.86% | +54.48% | +17.14% | +6.03% | -1.26% | 36:22 | 26:21 | 31:20 | 34:12 | 40:11 | 55:32 | 08:51 | 06:33 |
 | Monkey King | 29 | 8.61% | 98.8 | 82.76% | +31.14% | +17.24% | +2.95% | -1.68% | 39:19 | 26:54 | 34:09 | 40:50 | 42:39 | 53:47 | 08:30 | 06:17 |
 | Spectre | 23 | 24.73% | 97.5 | 78.26% | +41.12% | -11.59% | -28.26% | -2.00% | 40:18 | 26:58 | 35:10 | 38:38 | 43:31 | 1:02:17 | 08:21 | 06:11 |
 | Troll Warlord | 39 | 32.77% | 96.3 | 71.79% | +39.29% | +8.21% | -21.79% | -3.70% | 33:47 | 23:36 | 28:10 | 33:05 | 36:17 | 48:21 | 08:07 | 06:00 |
 | Lone Druid | 5 | 8.62% | 95.0 | 100.00% | +41.51% | 0.00% | 0.00% | 0.00% | 42:09 | 31:03 | 31:03 | 37:18 | 50:12 | 58:38 | 19:09 | 14:11 |
 | Anti-Mage | 90 | 86.54% | 93.8 | 62.22% | +26.51% | +16.04% | +1.42% | -0.91% | 13:17 | 04:44 | 06:18 | 07:03 | 22:24 | 43:10 | 16:06 | 11:55 |
 | Alchemist | 65 | 40.37% | 92.5 | 66.15% | +30.73% | +27.60% | -28.65% | -8.95% | 29:49 | 06:18 | 26:49 | 30:06 | 33:06 | 49:20 | 06:17 | 04:39 |
 | Pudge | 37 | 39.78% | 91.3 | 67.57% | +30.07% | +21.32% | -0.90% | -12.46% | 07:49 | 02:23 | 06:08 | 06:35 | 07:55 | 33:24 | 01:47 | 01:19 |
 | Bloodseeker | 44 | 16.48% | 90.0 | 70.45% | +23.36% | -6.81% | -6.81% | 0.00% | 35:33 | 06:37 | 31:25 | 35:18 | 39:47 | 55:34 | 08:22 | 06:11 |
 | Ursa | 102 | 53.68% | 88.8 | 61.76% | +36.76% | +7.47% | -21.76% | -5.01% | 32:24 | 12:05 | 29:07 | 31:09 | 34:57 | 1:08:01 | 05:50 | 04:19 |
 | Slark | 18 | 6.95% | 87.5 | 77.78% | +26.74% | +22.22% | -2.78% | -3.72% | 40:35 | 32:22 | 37:17 | 40:19 | 44:00 | 50:01 | 06:43 | 04:58 |
 | Naga Siren | 15 | 5.77% | 86.3 | 80.00% | +27.35% | -5.00% | -5.00% | 0.00% | 36:59 | 19:50 | 30:11 | 35:05 | 43:53 | 55:27 | 13:42 | 10:08 |
 | Witch Doctor | 4 | 6.78% | 85.0 | 100.00% | +41.82% | 0.00% | 0.00% | 0.00% | 30:35 | 26:27 | 26:27 | 27:09 | 32:36 | 36:07 | 06:09 | 04:33 |
 | Beastmaster | 134 | 22.75% | 83.8 | 58.21% | +7.66% | +9.44% | +8.46% | -0.08% | 12:17 | 04:24 | 06:14 | 08:54 | 17:58 | 34:04 | 11:44 | 08:41 |
 | Bristleback | 51 | 98.08% | 82.5 | 52.94% | +52.94% | +0.91% | +0.91% | 0.00% | 06:11 | 04:32 | 05:16 | 05:50 | 06:47 | 09:15 | 01:31 | 01:07 |
 | Doom | 274 | 51.12% | 81.3 | 54.74% | +5.89% | +1.78% | +1.14% | -0.29% | 07:23 | 04:05 | 05:39 | 06:17 | 07:52 | 27:07 | 02:13 | 01:38 |
 | Abaddon | 18 | 21.69% | 80.0 | 66.67% | +23.59% | -6.67% | -16.67% | -0.86% | 30:48 | 04:44 | 24:49 | 32:51 | 36:23 | 45:19 | 11:34 | 08:34 |
 | Lifestealer | 18 | 18.75% | 78.8 | 66.67% | +25.64% | -6.67% | -41.67% | -9.42% | 37:40 | 33:24 | 35:08 | 36:03 | 38:51 | 46:19 | 03:43 | 02:45 |
 | Ogre Magi | 12 | 27.91% | 77.5 | 66.67% | +24.73% | +33.33% | 0.00% | -22.22% | 07:10 | 03:44 | 04:38 | 05:39 | 06:08 | 24:57 | 01:30 | 01:06 |
 | Underlord | 154 | 77.78% | 76.3 | 50.65% | +7.47% | +5.76% | -11.18% | -5.58% | 08:31 | 04:27 | 05:53 | 06:33 | 08:55 | 36:45 | 03:02 | 02:14 |
 | Timbersaw | 157 | 45.51% | 75.0 | 52.23% | +2.23% | +4.18% | +6.74% | 0.78% | 07:24 | 03:44 | 05:36 | 06:38 | 08:53 | 23:23 | 03:17 | 02:25 |
 | Pangolier | 72 | 11.03% | 73.8 | 58.33% | +6.52% | -25.00% | +8.34% | 1.02% | 36:15 | 04:20 | 16:09 | 39:07 | 48:51 | 1:14:08 | 32:42 | 24:13 |
 | Dawnbreaker | 27 | 13.71% | 72.5 | 62.96% | +16.49% | -34.39% | -5.82% | 1.31% | 32:13 | 06:38 | 20:44 | 34:51 | 42:32 | 1:07:54 | 21:48 | 16:08 |
 | Dark Seer | 186 | 66.43% | 71.3 | 48.92% | -7.46% | +12.78% | -3.27% | -5.21% | 08:08 | 03:57 | 06:05 | 06:58 | 09:10 | 27:52 | 03:05 | 02:17 |
 | Brewmaster | 26 | 17.81% | 70.0 | 57.69% | +5.19% | +28.02% | +8.98% | -2.24% | 11:56 | 04:17 | 06:15 | 07:51 | 14:45 | 41:23 | 08:30 | 06:17 |
 | Axe | 68 | 97.14% | 68.8 | 42.65% | -57.35% | -1.47% | -7.36% | -3.72% | 05:53 | 03:46 | 04:55 | 05:45 | 06:30 | 09:02 | 01:35 | 01:10 |
 | Primal Beast | 58 | 14.72% | 67.5 | 51.72% | +2.02% | +14.95% | -1.72% | -5.26% | 08:05 | 03:57 | 06:01 | 06:33 | 09:11 | 21:28 | 03:10 | 02:20 |
 | Phantom Lancer | 11 | 14.29% | 66.3 | 63.64% | +12.12% | +3.03% | +36.36% | 0.00% | 25:20 | 07:13 | 08:24 | 20:51 | 26:35 | 54:20 | 18:11 | 13:28 |
 | Marci | 16 | 8.04% | 65.0 | 62.50% | +14.96% | +37.50% | -12.50% | -4.62% | 43:12 | 31:07 | 35:16 | 42:51 | 46:05 | 1:04:12 | 10:49 | 08:00 |
 | Night Stalker | 5 | 7.58% | 63.8 | 80.00% | +24.26% | -80.00% | +20.00% | 0.00% | 33:34 | 06:24 | 06:24 | 37:22 | 42:48 | 45:57 | 36:24 | 26:57 |
 | Bounty Hunter | 11 | 11.34% | 62.5 | 63.64% | +13.64% | +3.03% | +3.03% | 0.00% | 15:14 | 04:35 | 05:23 | 08:12 | 22:35 | 35:21 | 17:12 | 12:44 |
 | Venomancer | 13 | 10.00% | 61.3 | 61.54% | +4.28% | -28.21% | -28.21% | 0.00% | 16:02 | 07:54 | 08:24 | 10:24 | 16:45 | 42:58 | 08:21 | 06:11 |
 | Juggernaut | 14 | 13.59% | 60.0 | 57.14% | +9.95% | +17.86% | -23.81% | 0.00% | 37:16 | 22:32 | 32:28 | 35:51 | 40:18 | 55:40 | 07:50 | 05:48 |
 | Centaur Warrunner | 111 | 81.02% | 58.8 | 38.74% | +4.12% | +0.55% | -10.17% | -6.24% | 06:39 | 04:34 | 05:27 | 06:19 | 07:10 | 12:41 | 01:43 | 01:16 |
 | Magnus | 106 | 39.11% | 57.5 | 41.51% | -8.79% | -0.77% | -10.74% | -6.43% | 07:31 | 04:39 | 05:49 | 06:16 | 07:22 | 34:19 | 01:33 | 01:08 |
 | Clockwerk | 14 | 3.17% | 56.3 | 64.29% | +12.65% | +10.71% | +2.38% | 0.00% | 29:32 | 19:17 | 24:03 | 27:42 | 33:39 | 43:55 | 09:36 | 07:06 |
 | Lycan | 3 | 1.60% | 55.0 | 100.00% | +45.65% | 0.00% | 0.00% | 0.00% | 47:49 | 30:31 | 30:31 | 49:06 | 1:03:49 | 1:03:49 | 33:18 | 24:40 |
 | Batrider | 66 | 13.87% | 53.8 | 42.42% | -8.80% | +16.40% | +1.33% | -3.05% | 09:34 | 03:17 | 06:00 | 07:59 | 10:56 | 33:42 | 04:56 | 03:39 |
 | Keeper of the Light | 9 | 2.69% | 52.5 | 66.67% | +16.36% | -66.67% | +33.33% | 0.00% | 27:06 | 15:02 | 15:42 | 26:53 | 29:48 | 48:02 | 14:06 | 10:26 |
 | Spirit Breaker | 40 | 15.50% | 51.3 | 40.00% | -9.08% | +10.00% | -10.00% | -2.68% | 11:18 | 04:23 | 05:40 | 07:00 | 13:07 | 31:03 | 07:27 | 05:31 |
 | Sand King | 8 | 61.54% | 50.0 | 37.50% | -2.50% | +12.50% | -37.50% | -31.25% | 06:38 | 04:47 | 05:10 | 06:17 | 06:46 | 09:31 | 01:36 | 01:11 |
 | Undying | 12 | 2.43% | 48.8 | 58.33% | +10.72% | -25.00% | +41.67% | 0.00% | 19:23 | 07:50 | 09:49 | 10:20 | 29:04 | 44:13 | 19:15 | 14:15 |
 | Ember Spirit | 3 | 0.47% | 47.5 | 100.00% | +51.82% | 0.00% | 0.00% | 0.00% | 16:07 | 13:53 | 13:53 | 15:35 | 18:53 | 18:53 | 05:00 | 03:42 |
 | Chaos Knight | 2 | 1.24% | 46.3 | 100.00% | +50.31% | 0.00% | 0.00% | 0.00% | 44:47 | 35:05 | 35:05 | 54:28 | 54:28 | 54:28 | 19:23 | 14:21 |
 | Techies | 6 | 1.47% | 45.0 | 66.67% | +11.20% | -16.67% | +33.33% | 0.00% | 27:46 | 17:05 | 17:53 | 21:50 | 31:09 | 49:21 | 13:16 | 09:49 |
 | Visage | 5 | 3.25% | 43.8 | 60.00% | +4.30% | +40.00% | -60.00% | 0.00% | 25:13 | 19:52 | 19:52 | 22:02 | 28:15 | 35:16 | 08:23 | 06:12 |
 | Enigma | 5 | 2.73% | 42.5 | 60.00% | +13.93% | +40.00% | +40.00% | 0.00% | 19:18 | 08:31 | 08:31 | 17:14 | 25:29 | 30:47 | 16:58 | 12:34 |
 | Enchantress | 5 | 1.09% | 41.3 | 60.00% | +7.12% | -60.00% | +40.00% | 0.00% | 22:35 | 14:11 | 14:11 | 23:52 | 26:56 | 31:51 | 12:45 | 09:26 |
 | Kunkka | 3 | 1.67% | 40.0 | 66.67% | +17.52% | +33.33% | 0.00% | 0.00% | 09:31 | 09:02 | 09:02 | 09:35 | 09:56 | 09:56 | 00:54 | 00:40 |
 | Earthshaker | 3 | 1.52% | 38.8 | 66.67% | +12.03% | -66.67% | 0.00% | 0.00% | 12:20 | 05:17 | 05:17 | 06:02 | 25:41 | 25:41 | 20:24 | 15:06 |
 | Mars | 3 | 1.32% | 37.5 | 66.67% | +27.38% | +33.33% | 0.00% | 0.00% | 17:48 | 05:53 | 05:53 | 22:04 | 25:28 | 25:28 | 19:35 | 14:30 |
 | Death Prophet | 3 | 0.84% | 36.3 | 66.67% | +21.16% | -66.67% | 0.00% | 0.00% | 12:35 | 05:38 | 05:38 | 13:49 | 18:18 | 18:18 | 12:40 | 09:22 |
 | Tusk | 3 | 0.66% | 35.0 | 66.67% | +20.75% | +33.33% | 0.00% | 0.00% | 22:39 | 07:28 | 07:28 | 07:56 | 52:32 | 52:32 | 45:04 | 33:22 |
 | Jakiro | 1 | 0.95% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:05 | 23:05 | 23:05 | 23:05 | 23:05 | 23:05 | 00:00 | 00:00 |
 | Gyrocopter | 1 | 0.69% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 00:00 | 00:00 |
 | Earth Spirit | 10 | 5.78% | 31.3 | 30.00% | -17.85% | +3.33% | +20.00% | 0.00% | 11:40 | 04:56 | 06:15 | 12:49 | 15:27 | 16:52 | 09:12 | 06:48 |
 | Invoker | 1 | 0.47% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 00:00 | 00:00 |
 | Medusa | 1 | 0.43% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 00:00 | 00:00 |
 | Leshrac | 1 | 0.41% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:44 | 11:44 | 11:44 | 11:44 | 11:44 | 11:44 | 00:00 | 00:00 |
 | Legion Commander | 5 | 3.25% | 26.3 | 40.00% | -13.02% | +60.00% | -40.00% | -9.87% | 14:20 | 04:19 | 04:19 | 07:45 | 14:27 | 38:48 | 10:08 | 07:30 |
 | Crystal Maiden | 1 | 0.36% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 00:00 | 00:00 |
 | Terrorblade | 1 | 0.24% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 00:00 | 00:00 |
 | Mirana | 1 | 0.19% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Rubick | 1 | 0.10% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 00:00 | 00:00 |
 | Broodmother | 6 | 2.58% | 20.0 | 33.33% | -17.33% | -33.33% | -33.33% | 0.00% | 28:48 | 21:41 | 24:39 | 25:16 | 30:35 | 41:38 | 05:56 | 04:23 |
 | Omniknight | 4 | 10.00% | 18.8 | 25.00% | -33.33% | -25.00% | -25.00% | 0.00% | 22:31 | 06:17 | 06:17 | 07:47 | 23:10 | 52:48 | 16:53 | 12:30 |
 | Chen | 4 | 5.19% | 17.5 | 25.00% | -24.32% | -25.00% | -25.00% | 0.00% | 24:20 | 17:53 | 17:53 | 17:58 | 29:50 | 31:39 | 11:57 | 08:51 |
 | Pugna | 3 | 1.51% | 16.3 | 33.33% | -20.75% | +66.67% | 0.00% | 0.00% | 55:35 | 29:56 | 29:56 | 1:06:48 | 1:10:01 | 1:10:01 | 40:05 | 29:41 |
 | Nature's Prophet | 4 | 0.89% | 15.0 | 25.00% | -25.68% | -25.00% | +75.00% | 0.00% | 26:04 | 18:21 | 18:21 | 20:22 | 32:19 | 33:15 | 13:58 | 10:20 |
 | Snapfire | 4 | 0.80% | 13.8 | 25.00% | -22.79% | +75.00% | -25.00% | 0.00% | 16:57 | 05:16 | 05:16 | 07:57 | 20:06 | 34:27 | 14:50 | 10:59 |
 | Tidehunter | 5 | 2.07% | 12.5 | 20.00% | -30.00% | -20.00% | +80.00% | 0.00% | 07:16 | 04:45 | 04:45 | 08:09 | 08:27 | 08:30 | 03:42 | 02:44 |
 | Void Spirit | 1 | 0.35% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:57 | 10:57 | 10:57 | 10:57 | 10:57 | 10:57 | 00:00 | 00:00 |
 | Grimstroke | 1 | 0.72% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 00:00 | 00:00 |
 | Razor | 1 | 0.88% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:43 | 06:43 | 06:43 | 06:43 | 06:43 | 06:43 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 0.52% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:30 | 12:30 | 12:30 | 12:30 | 12:30 | 12:30 | 00:00 | 00:00 |
 | Windranger | 1 | 0.49% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 00:00 | 00:00 |
 | Slardar | 1 | 5.56% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:52 | 06:52 | 06:52 | 06:52 | 06:52 | 06:52 | 00:00 | 00:00 |
 | Faceless Void | 1 | 0.41% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:42 | 06:42 | 06:42 | 06:42 | 06:42 | 06:42 | 00:00 | 00:00 |
 | Shadow Demon | 1 | 0.38% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:06 | 45:06 | 45:06 | 45:06 | 45:06 | 45:06 | 00:00 | 00:00 |
 | Wraith King | 1 | 1.72% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:17 | 40:17 | 40:17 | 40:17 | 40:17 | 40:17 | 00:00 | 00:00 |