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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 | |
 | Yasha | 795 | 18.93% | 64.6 | 53.08% | +9.01% | +5.21% | -2.33% | -0.99% | 17:21 | 08:09 | 12:12 | 16:28 | 19:49 | 1:03:35 | 05:38 |
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 | |
 | Riki | 4 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 17:51 | 16:39 | 16:39 | 17:17 | 18:18 | 19:08 | 01:39 | 01:13 |
 | Lifestealer | 3 | 42.86% | 97.8 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 20:45 | 17:22 | 17:22 | 17:23 | 27:30 | 27:30 | 10:08 | 07:30 |
 | Phantom Assassin | 2 | 40.00% | 95.6 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 19:44 | 15:03 | 15:03 | 24:25 | 24:25 | 24:25 | 09:22 | 06:56 |
 | Arc Warden | 7 | 100.00% | 93.3 | 71.43% | +71.43% | -21.43% | +28.57% | 9.20% | 21:14 | 16:55 | 17:58 | 19:26 | 23:24 | 26:49 | 05:26 | 04:01 |
 | Luna | 7 | 77.78% | 91.1 | 71.43% | +21.43% | +28.57% | -21.43% | -46.15% | 14:53 | 11:32 | 12:40 | 12:54 | 13:45 | 22:57 | 01:05 | 00:48 |
 | Lycan | 7 | 25.00% | 88.9 | 85.71% | +38.09% | -35.71% | +14.29% | 0.00% | 19:37 | 13:54 | 14:47 | 16:27 | 18:30 | 35:35 | 03:43 | 02:45 |
 | Naga Siren | 46 | 100.00% | 86.7 | 63.04% | +63.04% | +3.63% | +9.69% | 5.19% | 10:39 | 08:23 | 09:57 | 10:27 | 11:07 | 16:43 | 01:10 | 00:51 |
 | Winter Wyvern | 2 | 25.00% | 84.4 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 36:21 | 30:41 | 30:41 | 42:00 | 42:00 | 42:00 | 11:19 | 08:22 |
 | Monkey King | 7 | 16.28% | 82.2 | 85.71% | +38.49% | -35.71% | +14.29% | 7.28% | 22:33 | 14:34 | 16:42 | 21:32 | 23:34 | 33:55 | 06:52 | 05:05 |
 | Abaddon | 22 | 88.00% | 80.0 | 59.09% | +25.76% | -9.09% | -19.09% | -2.56% | 19:59 | 16:22 | 17:32 | 19:48 | 21:26 | 24:01 | 03:54 | 02:53 |
 | Axe | 3 | 12.50% | 77.8 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 18:12 | 16:39 | 16:39 | 17:15 | 20:42 | 20:42 | 04:03 | 03:00 |
 | Medusa | 91 | 93.81% | 75.6 | 56.04% | +39.37% | +13.53% | -12.56% | -14.63% | 10:42 | 08:09 | 09:38 | 10:36 | 11:25 | 16:16 | 01:47 | 01:19 |
 | Alchemist | 10 | 31.25% | 73.3 | 70.00% | +24.55% | -3.33% | -20.00% | -4.51% | 17:40 | 13:15 | 14:17 | 14:46 | 17:59 | 33:07 | 03:42 | 02:44 |
 | Windranger | 17 | 17.17% | 71.1 | 70.59% | +19.37% | -20.59% | +4.41% | 2.04% | 24:00 | 14:52 | 16:31 | 23:36 | 28:46 | 41:41 | 12:15 | 09:04 |
 | Magnus | 21 | 19.44% | 68.9 | 66.67% | +26.44% | -26.67% | -6.67% | 4.56% | 20:32 | 13:43 | 17:42 | 20:41 | 22:05 | 30:05 | 04:23 | 03:14 |
 | Terrorblade | 80 | 98.77% | 66.7 | 52.50% | +52.50% | -2.50% | -7.50% | -1.73% | 12:10 | 09:04 | 10:26 | 11:47 | 13:19 | 24:37 | 02:53 | 02:08 |
 | Drow Ranger | 5 | 71.43% | 64.4 | 60.00% | +60.00% | -60.00% | +40.00% | 26.67% | 16:12 | 12:19 | 12:19 | 15:16 | 16:04 | 24:22 | 03:45 | 02:46 |
 | Void Spirit | 115 | 89.84% | 62.2 | 52.17% | +21.40% | +16.80% | -10.79% | -8.58% | 18:48 | 13:16 | 16:41 | 18:07 | 19:54 | 31:33 | 03:13 | 02:22 |
 | Morphling | 122 | 96.06% | 60.0 | 47.54% | -12.46% | +4.07% | +5.79% | 0.38% | 14:56 | 09:12 | 12:37 | 13:50 | 17:09 | 28:14 | 04:32 | 03:21 |
 | Spirit Breaker | 19 | 12.75% | 57.8 | 63.16% | +17.01% | +16.84% | -3.16% | -2.35% | 37:09 | 30:33 | 32:04 | 37:59 | 40:35 | 45:40 | 08:31 | 06:18 |
 | Anti-Mage | 18 | 90.00% | 55.6 | 44.44% | +44.44% | +35.56% | -19.44% | -10.71% | 19:27 | 14:54 | 16:32 | 18:58 | 21:40 | 26:12 | 05:08 | 03:48 |
 | Juggernaut | 44 | 97.78% | 53.3 | 43.18% | +43.18% | -6.82% | +2.27% | 4.87% | 17:08 | 11:17 | 16:01 | 16:57 | 17:53 | 22:24 | 01:52 | 01:22 |
 | Phantom Lancer | 27 | 100.00% | 51.1 | 40.74% | +40.74% | +2.12% | +16.40% | 1.88% | 19:10 | 10:43 | 14:53 | 19:40 | 22:28 | 27:12 | 07:35 | 05:37 |
 | Faceless Void | 9 | 34.62% | 48.9 | 55.56% | +14.38% | -5.56% | -5.56% | 0.00% | 21:23 | 17:17 | 18:16 | 19:32 | 20:15 | 30:25 | 01:59 | 01:28 |
 | Viper | 7 | 87.50% | 46.7 | 42.86% | +42.86% | +57.14% | -42.86% | -18.75% | 21:01 | 16:37 | 17:05 | 20:39 | 22:25 | 26:44 | 05:20 | 03:57 |
 | Snapfire | 8 | 17.02% | 44.4 | 62.50% | +29.17% | +37.50% | -12.50% | -8.06% | 19:43 | 14:04 | 15:52 | 18:27 | 22:04 | 28:41 | 06:12 | 04:35 |
 | Vengeful Spirit | 3 | 17.65% | 42.2 | 66.67% | +2.38% | +33.33% | 0.00% | -25.00% | 26:34 | 25:43 | 25:43 | 26:55 | 27:03 | 27:03 | 01:20 | 00:59 |
 | Bloodseeker | 24 | 37.50% | 40.0 | 37.50% | -2.50% | -20.83% | +29.17% | 3.55% | 22:29 | 14:04 | 15:25 | 21:11 | 29:30 | 40:31 | 14:05 | 10:25 |
 | Broodmother | 21 | 45.65% | 37.8 | 33.33% | -14.67% | -33.33% | +26.67% | 4.37% | 23:56 | 13:14 | 15:42 | 23:21 | 29:25 | 39:15 | 13:43 | 10:09 |
 | Pangolier | 16 | 17.20% | 35.6 | 37.50% | -14.45% | +12.50% | -12.50% | -2.98% | 22:19 | 16:14 | 17:58 | 20:59 | 26:22 | 35:18 | 08:24 | 06:13 |
 | Sven | 1 | 3.57% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:39 | 19:39 | 19:39 | 19:39 | 19:39 | 19:39 | 00:00 | 00:00 |
 | Ember Spirit | 7 | 6.80% | 31.1 | 42.86% | -8.18% | +57.14% | -42.86% | 0.00% | 18:52 | 13:24 | 14:39 | 17:22 | 18:04 | 31:00 | 03:25 | 02:31 |
 | Zeus | 2 | 20.00% | 28.9 | 50.00% | -12.50% | +50.00% | 0.00% | 0.00% | 25:11 | 20:22 | 20:22 | 30:00 | 30:00 | 30:00 | 09:38 | 07:08 |
 | Shadow Fiend | 3 | 42.86% | 26.7 | 33.33% | +8.33% | -33.33% | 0.00% | 8.10% | 14:59 | 12:34 | 12:34 | 15:43 | 16:41 | 16:41 | 04:07 | 03:02 |
 | Enchantress | 1 | 1.25% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 0.93% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 00:00 | 00:00 |
 | Techies | 1 | 0.52% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:44 | 30:44 | 30:44 | 30:44 | 30:44 | 30:44 | 00:00 | 00:00 |
 | Mirana | 2 | 3.45% | 17.8 | 50.00% | -1.79% | -50.00% | 0.00% | 0.00% | 49:42 | 35:48 | 35:48 | 1:03:35 | 1:03:35 | 1:03:35 | 27:47 | 20:34 |
 | Razor | 1 | 50.00% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:11 | 19:11 | 19:11 | 19:11 | 19:11 | 19:11 | 00:00 | 00:00 |
 | Kunkka | 1 | 12.50% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:21 | 27:21 | 27:21 | 27:21 | 27:21 | 27:21 | 00:00 | 00:00 |
 | Bounty Hunter | 2 | 7.41% | 11.1 | 0.00% | -57.69% | 0.00% | 0.00% | 0.00% | 32:21 | 28:06 | 28:06 | 36:35 | 36:35 | 36:35 | 08:29 | 06:17 |
 | Troll Warlord | 1 | 25.00% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:56 | 16:56 | 16:56 | 16:56 | 16:56 | 16:56 | 00:00 | 00:00 |
 | Dragon Knight | 2 | 33.33% | 6.7 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 25:52 | 17:29 | 17:29 | 34:15 | 34:15 | 34:15 | 16:46 | 12:25 |
 | Slark | 2 | 5.71% | 4.4 | 0.00% | -42.42% | 0.00% | 0.00% | 0.00% | 23:17 | 15:38 | 15:38 | 30:56 | 30:56 | 30:56 | 15:18 | 11:20 |
 | Marci | 1 | 16.67% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 00:00 | 00:00 |