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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 | 1267 | 15.01% | 55.1 | 53.04% | +6.96% | +1.22% | +5.32% | 0.72% | 12:06 | 03:17 | 05:47 | 07:01 | 11:31 | 1:10:01 | 04:14 |
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 | |
 | Ogre Magi | 5 | 62.50% | 100.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 04:59 | 03:44 | 03:44 | 05:19 | 05:31 | 06:05 | 01:47 | 01:19 |
 | Monkey King | 9 | 8.41% | 98.2 | 100.00% | +54.08% | 0.00% | 0.00% | 0.00% | 42:25 | 33:43 | 34:35 | 41:52 | 46:20 | 53:15 | 11:45 | 08:42 |
 | Slark | 6 | 7.14% | 96.5 | 100.00% | +56.41% | 0.00% | 0.00% | 0.00% | 39:43 | 36:00 | 36:24 | 37:17 | 42:22 | 44:16 | 05:58 | 04:25 |
 | Beastmaster | 121 | 54.75% | 94.7 | 63.64% | +2.64% | +6.36% | +9.69% | 0.33% | 11:36 | 04:24 | 06:05 | 08:41 | 16:11 | 34:04 | 10:06 | 07:28 |
 | Primal Beast | 17 | 38.64% | 93.0 | 70.59% | +11.33% | +4.41% | +29.41% | 12.30% | 07:04 | 03:57 | 05:37 | 06:36 | 07:39 | 10:49 | 02:02 | 01:30 |
 | Ursa | 16 | 36.36% | 91.2 | 68.75% | +40.18% | +31.25% | -18.75% | -3.88% | 33:50 | 21:54 | 26:28 | 32:03 | 39:22 | 48:11 | 12:54 | 09:33 |
 | Underlord | 99 | 92.52% | 89.5 | 55.56% | +43.06% | +4.44% | +4.44% | 0.00% | 07:10 | 04:09 | 05:39 | 06:27 | 07:57 | 22:36 | 02:18 | 01:42 |
 | Axe | 42 | 100.00% | 87.7 | 54.76% | +54.76% | +8.88% | -14.76% | -19.17% | 05:52 | 03:33 | 05:02 | 05:44 | 06:16 | 09:34 | 01:14 | 00:54 |
 | Timbersaw | 136 | 69.39% | 86.0 | 55.15% | +1.82% | +9.56% | +3.67% | -1.71% | 07:13 | 03:44 | 05:23 | 06:27 | 08:50 | 14:23 | 03:27 | 02:33 |
 | Alchemist | 33 | 35.48% | 84.2 | 60.61% | +17.28% | +39.39% | -23.11% | -9.21% | 32:37 | 06:18 | 27:37 | 32:31 | 34:24 | 57:31 | 06:47 | 05:01 |
 | Doom | 187 | 88.63% | 82.5 | 52.94% | +7.11% | +6.63% | +0.25% | -3.19% | 07:08 | 03:48 | 05:35 | 06:11 | 07:35 | 19:15 | 02:00 | 01:28 |
 | Dark Seer | 76 | 78.35% | 80.7 | 53.95% | +1.57% | +14.47% | -1.32% | -7.18% | 07:15 | 03:47 | 05:33 | 06:31 | 07:45 | 27:37 | 02:12 | 01:37 |
 | Anti-Mage | 22 | 78.57% | 78.9 | 54.55% | +54.55% | -4.55% | -14.55% | -0.48% | 14:34 | 04:01 | 05:48 | 07:36 | 26:26 | 45:25 | 20:38 | 15:17 |
 | Chen | 2 | 9.52% | 77.2 | 100.00% | +31.58% | 0.00% | 0.00% | 0.00% | 32:58 | 22:04 | 22:04 | 43:51 | 43:51 | 43:51 | 21:47 | 16:08 |
 | Spirit Breaker | 61 | 23.74% | 75.4 | 49.18% | +3.77% | -2.51% | -9.18% | -0.49% | 12:32 | 04:23 | 05:55 | 08:19 | 19:32 | 42:32 | 13:37 | 10:05 |
 | Brewmaster | 16 | 80.00% | 73.7 | 43.75% | -6.25% | +6.25% | +31.25% | 8.88% | 08:55 | 04:17 | 06:03 | 06:33 | 08:52 | 27:02 | 02:49 | 02:05 |
 | Naga Siren | 7 | 8.43% | 71.9 | 71.43% | +14.85% | -21.43% | -21.43% | 0.00% | 31:53 | 19:50 | 23:57 | 35:05 | 36:00 | 38:37 | 12:03 | 08:55 |
 | Bloodseeker | 20 | 14.49% | 70.2 | 55.00% | +13.47% | -15.00% | +5.00% | 0.95% | 33:21 | 04:34 | 21:35 | 35:27 | 42:42 | 53:26 | 21:07 | 15:38 |
 | Witch Doctor | 2 | 7.69% | 68.4 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 29:53 | 27:09 | 27:09 | 32:36 | 32:36 | 32:36 | 05:27 | 04:02 |
 | Pudge | 5 | 31.25% | 66.7 | 60.00% | +23.64% | -60.00% | -60.00% | 0.00% | 13:37 | 05:32 | 05:32 | 10:46 | 12:52 | 33:24 | 07:20 | 05:25 |
 | Magnus | 136 | 53.97% | 64.9 | 40.44% | -17.32% | -5.15% | -5.15% | 0.00% | 07:06 | 04:32 | 05:40 | 06:09 | 07:12 | 34:19 | 01:32 | 01:08 |
 | Venomancer | 7 | 6.67% | 63.2 | 71.43% | +22.45% | +28.57% | +28.57% | 0.00% | 13:10 | 06:00 | 08:37 | 10:24 | 13:34 | 26:33 | 04:57 | 03:40 |
 | Batrider | 81 | 29.45% | 61.4 | 43.21% | -7.31% | +1.79% | -8.21% | -2.17% | 09:26 | 03:17 | 06:16 | 08:48 | 10:53 | 33:42 | 04:37 | 03:25 |
 | Earth Spirit | 15 | 44.12% | 59.6 | 46.67% | -5.96% | +28.33% | +3.33% | -2.61% | 11:44 | 04:56 | 05:57 | 13:37 | 15:32 | 16:52 | 09:35 | 07:05 |
 | Enigma | 4 | 10.53% | 57.9 | 75.00% | +33.82% | +25.00% | +25.00% | 0.00% | 13:21 | 08:31 | 08:31 | 13:11 | 14:28 | 17:14 | 05:57 | 04:24 |
 | Bounty Hunter | 11 | 15.28% | 56.1 | 54.55% | +1.32% | -54.55% | +45.45% | 10.99% | 11:49 | 04:35 | 05:33 | 06:07 | 14:39 | 35:21 | 09:06 | 06:44 |
 | Pangolier | 32 | 14.41% | 54.4 | 43.75% | -7.83% | -6.25% | +6.25% | 0.33% | 32:52 | 04:20 | 07:32 | 42:35 | 45:27 | 1:08:48 | 37:55 | 28:05 |
 | Keeper of the Light | 8 | 5.63% | 52.6 | 62.50% | +9.51% | -62.50% | +37.50% | 0.00% | 21:08 | 15:02 | 15:42 | 17:32 | 26:53 | 29:48 | 11:11 | 08:17 |
 | Techies | 7 | 1.73% | 50.9 | 71.43% | +16.66% | -21.43% | +28.57% | 0.00% | 27:59 | 17:05 | 17:53 | 29:14 | 29:19 | 49:21 | 11:26 | 08:28 |
 | Abaddon | 6 | 16.22% | 49.1 | 50.00% | -11.29% | 0.00% | -50.00% | -6.30% | 32:23 | 04:44 | 32:10 | 35:13 | 40:06 | 45:24 | 07:56 | 05:52 |
 | Bristleback | 4 | 100.00% | 47.4 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 06:13 | 04:50 | 04:50 | 06:20 | 06:34 | 07:08 | 01:44 | 01:17 |
 | Juggernaut | 5 | 6.41% | 45.6 | 60.00% | +13.42% | +40.00% | +40.00% | 0.00% | 41:08 | 30:04 | 30:04 | 35:03 | 49:59 | 55:40 | 19:55 | 14:45 |
 | Ember Spirit | 2 | 0.94% | 43.9 | 100.00% | +54.50% | 0.00% | 0.00% | 0.00% | 17:14 | 15:35 | 15:35 | 18:53 | 18:53 | 18:53 | 03:18 | 02:26 |
 | Troll Warlord | 1 | 5.88% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:51 | 31:51 | 31:51 | 31:51 | 31:51 | 31:51 | 00:00 | 00:00 |
 | Kunkka | 1 | 5.26% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:58 | 11:58 | 11:58 | 11:58 | 11:58 | 11:58 | 00:00 | 00:00 |
 | Lycan | 1 | 3.33% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 00:00 | 00:00 |
 | Phantom Lancer | 4 | 8.33% | 36.8 | 50.00% | +9.09% | -50.00% | +50.00% | 0.00% | 36:29 | 08:45 | 08:45 | 35:05 | 50:25 | 51:39 | 41:40 | 30:51 |
 | Mars | 4 | 7.41% | 35.1 | 50.00% | +2.00% | +50.00% | -50.00% | 0.00% | 20:05 | 05:53 | 05:53 | 22:04 | 25:28 | 26:56 | 19:35 | 14:30 |
 | Clockwerk | 1 | 1.45% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 00:00 | 00:00 |
 | Centaur Warrunner | 7 | 100.00% | 31.6 | 14.29% | +14.29% | -14.29% | -14.29% | 0.00% | 06:11 | 05:03 | 05:13 | 06:25 | 06:37 | 07:04 | 01:24 | 01:02 |
 | Earthshaker | 2 | 13.33% | 29.8 | 50.00% | -19.23% | -50.00% | 0.00% | 0.00% | 05:40 | 05:17 | 05:17 | 06:02 | 06:02 | 06:02 | 00:45 | 00:33 |
 | Invoker | 2 | 12.50% | 28.1 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 16:10 | 15:52 | 15:52 | 16:28 | 16:28 | 16:28 | 00:36 | 00:26 |
 | Dawnbreaker | 5 | 62.50% | 26.3 | 20.00% | +20.00% | -20.00% | -20.00% | 0.00% | 08:03 | 04:48 | 04:48 | 06:38 | 11:01 | 11:27 | 06:13 | 04:36 |
 | Death Prophet | 2 | 9.52% | 24.6 | 50.00% | +18.42% | -50.00% | 0.00% | 0.00% | 09:44 | 05:38 | 05:38 | 13:49 | 13:49 | 13:49 | 08:11 | 06:03 |
 | Undying | 10 | 6.54% | 22.8 | 30.00% | -10.56% | +3.33% | +20.00% | 0.48% | 24:14 | 05:28 | 08:05 | 14:43 | 42:38 | 50:29 | 34:33 | 25:35 |
 | Medusa | 1 | 0.52% | 21.1 | 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 |
 | Omniknight | 4 | 36.36% | 19.3 | 25.00% | -75.00% | -25.00% | -25.00% | 0.00% | 22:31 | 06:17 | 06:17 | 07:47 | 23:10 | 52:48 | 16:53 | 12:30 |
 | Snapfire | 2 | 2.94% | 17.5 | 50.00% | +12.12% | -50.00% | 0.00% | 0.00% | 24:24 | 20:06 | 20:06 | 28:41 | 28:41 | 28:41 | 08:35 | 06:21 |
 | Enchantress | 2 | 1.37% | 15.8 | 50.00% | +4.17% | -50.00% | 0.00% | 0.00% | 17:27 | 14:11 | 14:11 | 20:43 | 20:43 | 20:43 | 06:32 | 04:50 |
 | Legion Commander | 4 | 7.41% | 14.0 | 25.00% | -11.00% | +75.00% | -25.00% | -48.78% | 07:35 | 04:19 | 04:19 | 05:10 | 06:22 | 14:27 | 02:03 | 01:31 |
 | Pugna | 3 | 1.41% | 12.3 | 33.33% | -20.00% | +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 |
 | Tidehunter | 5 | 6.94% | 10.5 | 20.00% | -35.22% | -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 | 0.34% | 8.8 | 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 | 16.67% | 7.0 | 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 |
 | Broodmother | 1 | 2.08% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 00:00 | 00:00 |
 | Lifestealer | 2 | 9.52% | 3.5 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 39:44 | 34:05 | 34:05 | 45:23 | 45:23 | 45:23 | 11:18 | 08:22 |
 | Mirana | 1 | 0.71% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 00:00 | 00:00 |