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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 | 3117 | 8.89% | 74.0 | 56.05% | +8.14% | -2.39% | +11.73% | 0.66% | 15:54 | 03:07 | 05:58 | 07:57 | 27:22 | 1:59:49 | 15:51 |
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 | |
 | Monkey King | 44 | 9.91% | 100.0 | 84.09% | +34.84% | +15.91% | -11.36% | -2.81% | 39:44 | 27:57 | 34:24 | 38:27 | 44:07 | 53:47 | 09:43 | 07:11 |
 | Slark | 28 | 8.21% | 98.7 | 85.71% | +35.87% | -14.28% | 0.00% | 1.61% | 40:11 | 28:39 | 35:24 | 39:21 | 44:16 | 54:16 | 08:52 | 06:34 |
 | Phantom Assassin | 29 | 30.21% | 97.4 | 79.31% | +50.95% | +6.40% | -7.88% | -1.40% | 36:40 | 26:21 | 30:52 | 34:12 | 41:05 | 55:32 | 10:13 | 07:34 |
 | Troll Warlord | 47 | 31.13% | 96.2 | 74.47% | +39.85% | +0.53% | -16.14% | -2.01% | 33:18 | 21:54 | 27:59 | 32:48 | 36:17 | 48:21 | 08:18 | 06:08 |
 | Naga Siren | 22 | 5.80% | 94.9 | 86.36% | +32.58% | -3.03% | -6.36% | 0.00% | 36:25 | 19:50 | 31:51 | 35:05 | 39:22 | 55:27 | 07:31 | 05:34 |
 | Night Stalker | 6 | 8.57% | 93.6 | 100.00% | +46.87% | 0.00% | 0.00% | 0.00% | 31:10 | 04:55 | 29:46 | 31:11 | 37:44 | 48:07 | 07:58 | 05:54 |
 | Alchemist | 106 | 40.15% | 92.3 | 67.92% | +24.88% | +13.56% | -29.46% | -6.83% | 28:49 | 04:21 | 27:02 | 29:56 | 33:20 | 57:31 | 06:18 | 04:40 |
 | Ursa | 151 | 49.51% | 91.0 | 66.23% | +37.01% | +15.35% | -16.23% | -5.21% | 32:11 | 12:05 | 28:45 | 31:18 | 34:49 | 58:11 | 06:04 | 04:29 |
 | Bloodseeker | 62 | 18.40% | 89.7 | 69.35% | +28.62% | -0.60% | -2.68% | -0.23% | 35:18 | 04:34 | 31:48 | 35:36 | 40:52 | 1:14:55 | 09:04 | 06:42 |
 | Marci | 31 | 12.50% | 88.5 | 74.19% | +31.33% | +13.31% | +0.81% | -1.16% | 41:19 | 24:29 | 35:16 | 41:27 | 46:05 | 1:04:12 | 10:49 | 08:00 |
 | Spectre | 31 | 25.00% | 87.2 | 67.74% | +25.80% | -17.74% | -5.24% | 3.13% | 39:08 | 08:05 | 36:14 | 38:38 | 40:14 | 1:02:17 | 04:00 | 02:57 |
 | Pudge | 63 | 47.37% | 85.9 | 61.90% | +20.47% | +6.85% | +13.10% | 2.72% | 07:28 | 04:06 | 05:41 | 06:32 | 07:59 | 33:24 | 02:18 | 01:42 |
 | Beastmaster | 169 | 23.15% | 84.6 | 59.76% | +5.57% | +6.91% | -0.24% | -0.57% | 12:22 | 04:16 | 06:06 | 08:54 | 18:43 | 43:34 | 12:37 | 09:20 |
 | Ogre Magi | 11 | 23.40% | 83.3 | 72.73% | +33.84% | +27.27% | -6.06% | -18.69% | 11:01 | 03:22 | 03:44 | 04:19 | 05:31 | 1:12:07 | 01:47 | 01:19 |
 | Underlord | 258 | 82.96% | 82.1 | 55.04% | +4.10% | +6.50% | -0.35% | -2.96% | 08:17 | 03:21 | 05:39 | 06:24 | 07:58 | 1:59:49 | 02:19 | 01:42 |
 | Anti-Mage | 100 | 75.76% | 80.8 | 55.00% | +33.12% | -11.00% | -3.00% | 0.38% | 14:47 | 04:01 | 06:02 | 07:29 | 27:02 | 45:25 | 21:00 | 15:33 |
 | Abaddon | 30 | 24.19% | 79.5 | 63.33% | +18.65% | +24.17% | -20.47% | -7.59% | 33:22 | 04:44 | 30:52 | 34:13 | 36:45 | 45:24 | 05:53 | 04:21 |
 | Lone Druid | 6 | 10.00% | 78.2 | 83.33% | +22.22% | +16.67% | +16.67% | 0.00% | 33:52 | 30:22 | 31:03 | 33:34 | 37:13 | 37:18 | 06:10 | 04:34 |
 | Doom | 387 | 56.09% | 76.9 | 51.16% | +3.64% | +1.42% | -1.68% | -1.51% | 07:07 | 03:48 | 05:30 | 06:10 | 07:33 | 26:03 | 02:03 | 01:31 |
 | Centaur Warrunner | 166 | 80.58% | 75.6 | 50.60% | +15.60% | -2.98% | -1.82% | 0.72% | 06:55 | 04:28 | 05:45 | 06:27 | 07:22 | 32:47 | 01:37 | 01:11 |
 | Dark Seer | 174 | 56.86% | 74.4 | 51.72% | +0.20% | +11.92% | -2.88% | -4.40% | 08:14 | 03:47 | 05:56 | 07:02 | 09:18 | 35:56 | 03:22 | 02:29 |
 | Timbersaw | 199 | 43.74% | 73.1 | 51.76% | +1.76% | +10.24% | -1.76% | -3.36% | 07:21 | 03:44 | 05:37 | 06:31 | 09:11 | 14:23 | 03:34 | 02:38 |
 | Axe | 76 | 97.44% | 71.8 | 48.68% | -51.32% | +9.21% | -11.84% | -13.44% | 05:51 | 03:20 | 04:54 | 05:45 | 06:28 | 09:34 | 01:34 | 01:09 |
 | Lycan | 10 | 4.35% | 70.5 | 80.00% | +30.91% | +20.00% | +20.00% | 0.00% | 45:58 | 33:03 | 38:51 | 41:40 | 55:16 | 1:03:49 | 16:25 | 12:09 |
 | Primal Beast | 69 | 14.65% | 69.2 | 56.52% | +7.02% | +25.83% | -9.46% | -12.03% | 07:52 | 03:57 | 05:57 | 06:42 | 08:53 | 26:42 | 02:56 | 02:10 |
 | Pangolier | 95 | 11.50% | 67.9 | 54.74% | +4.12% | -8.91% | +7.76% | 1.07% | 37:42 | 04:20 | 32:23 | 42:14 | 47:58 | 1:14:08 | 15:35 | 11:32 |
 | Bounty Hunter | 33 | 20.89% | 66.7 | 57.58% | +3.61% | -20.08% | +42.42% | 12.89% | 09:29 | 03:07 | 04:57 | 05:48 | 09:48 | 35:21 | 04:51 | 03:35 |
 | Bristleback | 74 | 98.67% | 65.4 | 44.59% | +44.59% | -2.48% | -5.70% | -2.08% | 06:28 | 04:49 | 05:33 | 06:19 | 07:06 | 12:57 | 01:33 | 01:08 |
 | Phantom Lancer | 20 | 14.81% | 64.1 | 60.00% | +13.91% | -20.00% | +20.00% | 1.22% | 27:45 | 04:49 | 07:13 | 29:52 | 39:56 | 51:39 | 32:43 | 24:14 |
 | Enigma | 7 | 2.58% | 62.8 | 85.71% | +34.57% | +14.29% | +14.29% | 0.00% | 17:02 | 08:31 | 13:11 | 14:28 | 17:14 | 27:17 | 04:03 | 03:00 |
 | Dawnbreaker | 26 | 11.56% | 61.5 | 57.69% | +12.46% | -29.12% | +8.98% | 1.15% | 29:00 | 04:48 | 11:01 | 33:51 | 44:12 | 56:14 | 33:11 | 24:34 |
 | Lifestealer | 19 | 16.96% | 60.3 | 57.89% | +14.88% | +22.11% | -37.89% | -11.15% | 37:41 | 30:06 | 34:14 | 36:03 | 39:37 | 47:00 | 05:23 | 03:59 |
 | Juggernaut | 17 | 13.60% | 59.0 | 58.82% | +19.01% | +16.18% | -33.82% | 0.00% | 37:14 | 22:32 | 32:28 | 35:31 | 40:06 | 55:40 | 07:38 | 05:39 |
 | Spirit Breaker | 65 | 15.85% | 57.7 | 49.23% | +4.01% | -5.48% | -11.73% | -0.44% | 13:14 | 04:23 | 05:55 | 08:41 | 19:59 | 49:14 | 14:04 | 10:25 |
 | Brewmaster | 49 | 30.82% | 56.4 | 46.94% | -6.70% | +19.73% | -5.27% | -8.06% | 09:33 | 03:37 | 05:51 | 06:52 | 08:57 | 41:23 | 03:06 | 02:17 |
 | Magnus | 147 | 39.73% | 55.1 | 40.82% | -10.75% | -5.68% | -0.28% | 3.41% | 07:03 | 04:21 | 05:39 | 06:10 | 07:14 | 34:19 | 01:35 | 01:10 |
 | Batrider | 90 | 13.57% | 53.8 | 44.44% | -7.57% | -5.31% | -3.53% | 0.40% | 09:30 | 03:17 | 06:24 | 09:11 | 10:48 | 33:42 | 04:24 | 03:15 |
 | Venomancer | 9 | 5.45% | 52.6 | 66.67% | +16.03% | -16.67% | +33.33% | 0.00% | 13:02 | 06:00 | 08:30 | 10:24 | 16:37 | 26:33 | 08:07 | 06:00 |
 | Clockwerk | 16 | 2.41% | 51.3 | 62.50% | +7.79% | -12.50% | +12.50% | 0.00% | 27:03 | 16:44 | 19:17 | 25:23 | 33:01 | 40:27 | 13:44 | 10:10 |
 | Visage | 5 | 2.56% | 50.0 | 80.00% | +28.95% | +20.00% | +20.00% | 0.00% | 26:22 | 08:30 | 08:30 | 23:24 | 28:15 | 51:49 | 19:45 | 14:37 |
 | Keeper of the Light | 11 | 2.47% | 48.7 | 63.64% | +14.10% | -63.64% | +3.03% | 0.00% | 24:31 | 15:02 | 16:19 | 24:18 | 28:00 | 41:14 | 11:41 | 08:39 |
 | Witch Doctor | 2 | 3.23% | 47.4 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 29:53 | 27:09 | 27:09 | 32:36 | 32:36 | 32:36 | 05:27 | 04:02 |
 | Sand King | 13 | 44.83% | 46.2 | 38.46% | +7.21% | -5.13% | +28.21% | 9.85% | 07:18 | 04:32 | 04:51 | 07:04 | 08:14 | 14:47 | 03:23 | 02:30 |
 | Legion Commander | 11 | 5.39% | 44.9 | 54.55% | +10.51% | +12.12% | -54.55% | -66.67% | 09:52 | 04:19 | 05:42 | 06:22 | 06:42 | 38:48 | 01:00 | 00:44 |
 | Wraith King | 2 | 2.44% | 43.6 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 45:46 | 37:13 | 37:13 | 54:19 | 54:19 | 54:19 | 17:06 | 12:40 |
 | Techies | 7 | 1.10% | 42.3 | 71.43% | +20.48% | -21.43% | +28.57% | 0.00% | 27:59 | 17:05 | 17:53 | 29:14 | 29:19 | 49:21 | 11:26 | 08:28 |
 | Elder Titan | 2 | 1.83% | 41.0 | 100.00% | +49.53% | 0.00% | 0.00% | 0.00% | 41:38 | 37:51 | 37:51 | 45:24 | 45:24 | 45:24 | 07:33 | 05:35 |
 | Earth Spirit | 19 | 9.55% | 39.7 | 42.11% | -4.56% | +17.89% | +17.89% | 0.00% | 12:03 | 04:56 | 05:57 | 13:37 | 15:40 | 21:05 | 09:43 | 07:11 |
 | Chen | 5 | 4.90% | 38.5 | 60.00% | +3.30% | +40.00% | +40.00% | 0.00% | 28:48 | 22:04 | 22:04 | 25:42 | 29:39 | 43:51 | 07:35 | 05:37 |
 | Death Prophet | 4 | 0.72% | 37.2 | 75.00% | +26.08% | -75.00% | +25.00% | 0.00% | 16:54 | 05:38 | 05:38 | 13:49 | 18:18 | 29:49 | 12:40 | 09:22 |
 | Undying | 17 | 2.54% | 35.9 | 35.29% | -11.72% | -10.29% | -10.29% | 0.00% | 23:47 | 05:28 | 09:49 | 23:28 | 30:38 | 50:29 | 20:49 | 15:25 |
 | Enchantress | 6 | 1.07% | 34.6 | 50.00% | +3.86% | 0.00% | -50.00% | 0.00% | 18:29 | 11:55 | 13:31 | 14:11 | 23:38 | 26:56 | 10:07 | 07:29 |
 | Mirana | 6 | 0.85% | 33.3 | 50.00% | -4.73% | -50.00% | -50.00% | 0.00% | 30:03 | 17:14 | 23:59 | 29:22 | 33:31 | 44:08 | 09:32 | 07:03 |
 | Slardar | 2 | 11.76% | 32.1 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 05:59 | 05:05 | 05:05 | 06:52 | 06:52 | 06:52 | 01:47 | 01:19 |
 | Gyrocopter | 1 | 0.81% | 30.8 | 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 |
 | Kunkka | 4 | 2.09% | 29.5 | 50.00% | +3.48% | +50.00% | -50.00% | 0.00% | 39:11 | 11:58 | 11:58 | 45:54 | 47:01 | 51:51 | 35:03 | 25:57 |
 | Ember Spirit | 3 | 0.33% | 28.2 | 66.67% | +18.10% | +33.33% | 0.00% | 0.00% | 29:35 | 15:35 | 15:35 | 18:53 | 54:16 | 54:16 | 38:41 | 28:39 |
 | Broodmother | 8 | 2.24% | 26.9 | 37.50% | -15.80% | -37.50% | +12.50% | 0.00% | 27:52 | 16:24 | 18:47 | 21:41 | 30:35 | 43:05 | 11:48 | 08:44 |
 | Chaos Knight | 1 | 0.54% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:05 | 35:05 | 35:05 | 35:05 | 35:05 | 35:05 | 00:00 | 00:00 |
 | Mars | 4 | 1.45% | 24.4 | 50.00% | +7.93% | +50.00% | -50.00% | 0.00% | 20:05 | 05:53 | 05:53 | 22:04 | 25:28 | 26:56 | 19:35 | 14:30 |
 | Sven | 1 | 0.42% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:41 | 48:41 | 48:41 | 48:41 | 48:41 | 48:41 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 0.38% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 0.36% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:03 | 08:03 | 08:03 | 08:03 | 08:03 | 08:03 | 00:00 | 00:00 |
 | Medusa | 1 | 0.30% | 19.2 | 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 |
 | Tusk | 1 | 0.15% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:56 | 07:56 | 07:56 | 07:56 | 07:56 | 07:56 | 00:00 | 00:00 |
 | Razor | 2 | 2.27% | 16.7 | 50.00% | +8.14% | -50.00% | 0.00% | 0.00% | 08:10 | 06:43 | 06:43 | 09:36 | 09:36 | 09:36 | 02:53 | 02:08 |
 | Snapfire | 6 | 0.93% | 15.4 | 33.33% | -11.29% | -33.33% | +66.67% | 0.00% | 36:57 | 20:06 | 20:09 | 28:41 | 42:42 | 1:15:34 | 22:33 | 16:42 |
 | Earthshaker | 2 | 1.16% | 14.1 | 50.00% | -5.29% | -50.00% | 0.00% | 0.00% | 05:40 | 05:17 | 05:17 | 06:02 | 06:02 | 06:02 | 00:45 | 00:33 |
 | Invoker | 2 | 0.97% | 12.8 | 50.00% | +2.94% | -50.00% | 0.00% | 0.00% | 16:10 | 15:52 | 15:52 | 16:28 | 16:28 | 16:28 | 00:36 | 00:26 |
 | Void Spirit | 2 | 0.48% | 11.5 | 50.00% | -1.09% | -50.00% | 0.00% | 0.00% | 28:40 | 10:57 | 10:57 | 46:23 | 46:23 | 46:23 | 35:26 | 26:14 |
 | Omniknight | 5 | 9.62% | 10.3 | 20.00% | -39.57% | -20.00% | -20.00% | 0.00% | 19:11 | 05:53 | 05:53 | 07:47 | 23:10 | 52:48 | 17:17 | 12:48 |
 | Pugna | 3 | 0.79% | 9.0 | 33.33% | -21.96% | +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 |
 | Terrorblade | 3 | 0.58% | 7.7 | 33.33% | -16.38% | -33.33% | 0.00% | 0.00% | 39:10 | 38:33 | 38:33 | 38:46 | 40:11 | 40:11 | 01:38 | 01:12 |
 | Nature's Prophet | 3 | 0.53% | 6.4 | 33.33% | -19.23% | -33.33% | 0.00% | 0.00% | 28:39 | 20:22 | 20:22 | 32:19 | 33:15 | 33:15 | 12:53 | 09:32 |
 | Tidehunter | 5 | 1.67% | 5.1 | 20.00% | -30.34% | -20.00% | +80.00% | 0.00% | 07:16 | 04:45 | 04:45 | 08:09 | 08:27 | 08:30 | 03:42 | 02:44 |
 | Vengeful Spirit | 1 | 0.61% | 3.8 | 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 |
 | Nyx Assassin | 2 | 2.60% | 2.6 | 0.00% | -41.33% | 0.00% | 0.00% | 0.00% | 07:42 | 06:36 | 06:36 | 08:48 | 08:48 | 08:48 | 02:12 | 01:37 |
 | Grimstroke | 1 | 0.85% | 1.3 | 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 |