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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 | |
 | Aghanim's Blessing | 178 | 1.73% | 76.7 | 64.04% | +14.66% | +13.74% | -16.31% | 0.00% | 52:48 | 30:27 | 45:22 | 51:35 | 59:09 | 1:19:54 | 10:12 |
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 | |
 | Meepo | 2 | 25.00% | 100.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 35:07 | 30:27 | 30:27 | 39:46 | 39:46 | 39:46 | 09:19 | 06:54 |
 | Doom | 13 | 5.16% | 98.0 | 84.62% | +39.43% | +15.38% | -17.95% | 0.00% | 45:58 | 36:55 | 40:12 | 46:59 | 48:20 | 55:27 | 08:08 | 06:01 |
 | Storm Spirit | 5 | 2.46% | 95.9 | 100.00% | +50.51% | 0.00% | 0.00% | 0.00% | 59:23 | 42:35 | 42:35 | 1:02:38 | 1:09:30 | 1:12:02 | 26:55 | 19:56 |
 | Nature's Prophet | 10 | 5.18% | 93.9 | 80.00% | +33.01% | +20.00% | -30.00% | 0.00% | 53:03 | 39:24 | 45:55 | 50:28 | 1:02:53 | 1:09:23 | 16:58 | 12:34 |
 | Kunkka | 3 | 4.62% | 91.8 | 100.00% | +56.45% | 0.00% | 0.00% | 0.00% | 54:49 | 50:21 | 50:21 | 56:11 | 57:56 | 57:56 | 07:35 | 05:37 |
 | Anti-Mage | 3 | 4.00% | 89.8 | 100.00% | +51.39% | 0.00% | 0.00% | 0.00% | 57:39 | 47:19 | 47:19 | 1:02:23 | 1:03:15 | 1:03:15 | 15:56 | 11:48 |
 | Dragon Knight | 10 | 5.95% | 87.8 | 70.00% | +19.37% | -3.33% | -20.00% | -3.57% | 54:02 | 45:11 | 49:44 | 52:41 | 54:24 | 1:08:15 | 04:40 | 03:27 |
 | Monkey King | 6 | 3.00% | 85.7 | 83.33% | +25.60% | +16.67% | +16.67% | 0.00% | 48:52 | 40:52 | 48:15 | 48:56 | 52:23 | 52:43 | 04:08 | 03:03 |
 | Spectre | 4 | 13.33% | 83.7 | 75.00% | +32.69% | +25.00% | -75.00% | 0.00% | 44:44 | 38:31 | 38:31 | 43:58 | 46:20 | 50:08 | 07:49 | 05:47 |
 | Puck | 3 | 2.78% | 81.6 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 55:55 | 51:18 | 51:18 | 54:10 | 1:02:18 | 1:02:18 | 11:00 | 08:08 |
 | Viper | 2 | 6.90% | 79.6 | 100.00% | +40.74% | 0.00% | 0.00% | 0.00% | 50:47 | 46:41 | 46:41 | 54:52 | 54:52 | 54:52 | 08:11 | 06:03 |
 | Templar Assassin | 5 | 4.59% | 77.6 | 80.00% | +28.08% | +20.00% | +20.00% | 0.00% | 51:42 | 34:19 | 34:19 | 55:29 | 56:16 | 1:11:02 | 21:57 | 16:15 |
 | Naga Siren | 12 | 11.88% | 75.5 | 58.33% | +4.40% | +8.34% | +8.34% | 0.00% | 50:47 | 37:55 | 42:11 | 48:49 | 53:12 | 1:11:17 | 11:01 | 08:09 |
 | Primal Beast | 5 | 2.78% | 73.5 | 80.00% | +33.71% | -80.00% | +20.00% | 0.00% | 58:12 | 49:49 | 49:49 | 57:35 | 1:01:15 | 1:09:40 | 11:26 | 08:28 |
 | Pangolier | 7 | 2.90% | 71.4 | 71.43% | +15.87% | -21.43% | -21.43% | 0.00% | 51:09 | 42:44 | 44:17 | 50:21 | 51:54 | 1:04:39 | 07:37 | 05:38 |
 | Terrorblade | 11 | 7.38% | 69.4 | 54.55% | +0.20% | +45.45% | -21.22% | 0.00% | 46:31 | 38:59 | 42:39 | 45:35 | 49:14 | 55:01 | 06:35 | 04:52 |
 | Phantom Assassin | 3 | 12.50% | 67.3 | 66.67% | +14.29% | +33.33% | 0.00% | 0.00% | 41:09 | 38:36 | 38:36 | 41:27 | 43:23 | 43:23 | 04:47 | 03:32 |
 | Ember Spirit | 11 | 4.09% | 65.3 | 54.55% | +3.39% | +12.12% | -54.55% | 0.00% | 54:27 | 41:07 | 45:22 | 57:04 | 59:39 | 1:06:39 | 14:17 | 10:34 |
 | Arc Warden | 2 | 40.00% | 63.3 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 43:16 | 41:26 | 41:26 | 45:06 | 45:06 | 45:06 | 03:40 | 02:42 |
 | Tinker | 1 | 5.88% | 61.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 00:00 | 00:00 |
 | Timbersaw | 6 | 5.26% | 59.2 | 50.00% | +2.78% | 0.00% | +50.00% | 0.00% | 57:46 | 48:58 | 52:53 | 54:08 | 1:03:57 | 1:07:14 | 11:04 | 08:11 |
 | Slark | 3 | 2.50% | 57.1 | 66.67% | +12.82% | +33.33% | 0.00% | 0.00% | 59:07 | 48:42 | 48:42 | 1:01:51 | 1:06:47 | 1:06:47 | 18:05 | 13:23 |
 | Lifestealer | 1 | 2.44% | 55.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:20 | 44:20 | 44:20 | 44:20 | 44:20 | 44:20 | 00:00 | 00:00 |
 | Sniper | 1 | 2.04% | 53.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:24 | 51:24 | 51:24 | 51:24 | 51:24 | 51:24 | 00:00 | 00:00 |
 | Troll Warlord | 1 | 2.00% | 51.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 1.28% | 49.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 00:00 | 00:00 |
 | Broodmother | 1 | 1.22% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:05 | 1:03:05 | 1:03:05 | 1:03:05 | 1:03:05 | 1:03:05 | 00:00 | 00:00 |
 | Underlord | 1 | 0.88% | 44.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:10 | 55:10 | 55:10 | 55:10 | 55:10 | 55:10 | 00:00 | 00:00 |
 | Death Prophet | 1 | 0.48% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 00:00 | 00:00 |
 | Tiny | 1 | 0.38% | 40.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:01 | 60:01 | 60:01 | 60:01 | 60:01 | 60:01 | 00:00 | 00:00 |
 | Medusa | 2 | 5.88% | 38.8 | 50.00% | -21.88% | +50.00% | 0.00% | 0.00% | 49:21 | 40:33 | 40:33 | 58:08 | 58:08 | 58:08 | 17:35 | 13:01 |
 | Morphling | 6 | 5.50% | 36.7 | 33.33% | -20.07% | +16.67% | -33.33% | 0.00% | 49:57 | 42:07 | 45:22 | 47:04 | 57:37 | 58:04 | 12:15 | 09:04 |
 | Brewmaster | 2 | 5.71% | 34.7 | 50.00% | +7.58% | +50.00% | 0.00% | 0.00% | 1:02:00 | 1:01:41 | 1:01:41 | 1:02:18 | 1:02:18 | 1:02:18 | 00:37 | 00:27 |
 | Pudge | 2 | 4.26% | 32.7 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 57:18 | 44:22 | 44:22 | 1:10:14 | 1:10:14 | 1:10:14 | 25:52 | 19:09 |
 | Abaddon | 2 | 2.99% | 30.6 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 57:42 | 55:57 | 55:57 | 59:26 | 59:26 | 59:26 | 03:29 | 02:34 |
 | Centaur Warrunner | 2 | 2.94% | 28.6 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 55:33 | 43:52 | 43:52 | 1:07:13 | 1:07:13 | 1:07:13 | 23:21 | 17:17 |
 | Void Spirit | 2 | 2.82% | 26.5 | 50.00% | -0.72% | +50.00% | 0.00% | 0.00% | 55:20 | 47:15 | 47:15 | 1:03:24 | 1:03:24 | 1:03:24 | 16:09 | 11:57 |
 | Ursa | 2 | 1.77% | 24.5 | 50.00% | +8.56% | +50.00% | 0.00% | 0.00% | 52:58 | 49:54 | 49:54 | 56:01 | 56:01 | 56:01 | 06:07 | 04:31 |
 | Leshrac | 2 | 1.57% | 22.4 | 50.00% | -0.40% | +50.00% | 0.00% | 0.00% | 52:32 | 46:16 | 46:16 | 58:47 | 58:47 | 58:47 | 12:31 | 09:16 |
 | Snapfire | 2 | 0.83% | 20.4 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 1:07:17 | 54:39 | 54:39 | 1:19:54 | 1:19:54 | 1:19:54 | 25:15 | 18:42 |
 | Keeper of the Light | 3 | 2.01% | 18.4 | 33.33% | -20.09% | -33.33% | 0.00% | 0.00% | 55:24 | 51:53 | 51:53 | 56:43 | 57:35 | 57:35 | 05:42 | 04:13 |
 | Beastmaster | 3 | 1.20% | 16.3 | 33.33% | -21.95% | +66.67% | 0.00% | 0.00% | 1:01:07 | 51:23 | 51:23 | 1:02:42 | 1:09:16 | 1:09:16 | 17:53 | 13:14 |
 | Wraith King | 1 | 2.86% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:23 | 47:23 | 47:23 | 47:23 | 47:23 | 47:23 | 00:00 | 00:00 |
 | Zeus | 3 | 6.52% | 12.2 | 0.00% | -46.51% | 0.00% | 0.00% | 0.00% | 58:11 | 50:15 | 50:15 | 59:34 | 1:04:43 | 1:04:43 | 14:28 | 10:42 |
 | Enchantress | 2 | 0.84% | 10.2 | 0.00% | -45.53% | 0.00% | 0.00% | 0.00% | 1:07:44 | 57:47 | 57:47 | 1:17:40 | 1:17:40 | 1:17:40 | 19:53 | 14:43 |
 | Batrider | 1 | 0.97% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:36 | 1:04:36 | 1:04:36 | 1:04:36 | 1:04:36 | 1:04:36 | 00:00 | 00:00 |
 | Phantom Lancer | 3 | 6.00% | 6.1 | 0.00% | -55.32% | 0.00% | 0.00% | 0.00% | 53:49 | 43:26 | 43:26 | 58:54 | 59:08 | 59:08 | 15:42 | 11:37 |
 | Shadow Fiend | 2 | 2.04% | 4.1 | 0.00% | -52.08% | 0.00% | 0.00% | 0.00% | 60:35 | 57:19 | 57:19 | 1:03:51 | 1:03:51 | 1:03:51 | 06:32 | 04:50 |
 | Shadow Demon | 1 | 3.45% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:17:35 | 1:17:35 | 1:17:35 | 1:17:35 | 1:17:35 | 1:17:35 | 00:00 | 00:00 |