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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 | 167 | 1.63% | 82.3 | 67.07% | +17.63% | +6.74% | -12.31% | 0.00% | 51:33 | 32:49 | 46:09 | 51:00 | 56:10 | 1:19:40 | 07:25 |
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 | |
 | Doom | 14 | 11.48% | 100.0 | 78.57% | +37.83% | -28.57% | -11.90% | 0.00% | 50:44 | 32:49 | 43:37 | 50:53 | 56:11 | 1:07:10 | 12:34 | 09:18 |
 | Ember Spirit | 13 | 4.81% | 97.7 | 84.62% | +37.54% | +15.38% | -51.29% | -9.73% | 50:53 | 39:07 | 47:11 | 51:35 | 54:02 | 58:23 | 06:51 | 05:04 |
 | Monkey King | 12 | 12.77% | 95.5 | 75.00% | +29.88% | -8.33% | -8.33% | 0.00% | 47:19 | 37:44 | 38:57 | 44:27 | 54:17 | 59:30 | 15:20 | 11:21 |
 | Naga Siren | 14 | 12.17% | 93.2 | 71.43% | +19.94% | +3.57% | -4.76% | -0.64% | 50:27 | 36:30 | 44:13 | 47:57 | 57:11 | 1:19:40 | 12:58 | 09:36 |
 | Leshrac | 7 | 3.37% | 90.9 | 85.71% | +29.49% | -35.71% | +14.29% | 0.00% | 51:52 | 49:34 | 49:52 | 51:14 | 51:35 | 58:06 | 01:43 | 01:16 |
 | Dragon Knight | 3 | 4.29% | 88.6 | 100.00% | +67.16% | 0.00% | 0.00% | 0.00% | 50:37 | 48:51 | 48:51 | 49:13 | 53:46 | 53:46 | 04:55 | 03:38 |
 | Nature's Prophet | 16 | 5.18% | 86.4 | 62.50% | +9.26% | +12.50% | -12.50% | 0.00% | 50:43 | 43:05 | 46:21 | 49:57 | 54:32 | 1:02:34 | 08:11 | 06:03 |
 | Arc Warden | 3 | 30.00% | 84.1 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 43:46 | 39:17 | 39:17 | 40:46 | 51:15 | 51:15 | 11:58 | 08:51 |
 | Spectre | 4 | 6.15% | 81.8 | 75.00% | +30.74% | +25.00% | +25.00% | 0.00% | 50:10 | 41:39 | 41:39 | 46:09 | 49:36 | 1:03:17 | 07:57 | 05:53 |
 | Huskar | 1 | 12.50% | 79.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 00:00 | 00:00 |
 | Keeper of the Light | 4 | 4.35% | 77.3 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 53:25 | 47:17 | 47:17 | 53:33 | 56:05 | 56:44 | 08:48 | 06:31 |
 | Drow Ranger | 2 | 1.59% | 75.0 | 100.00% | +54.03% | 0.00% | 0.00% | 0.00% | 55:04 | 54:05 | 54:05 | 56:02 | 56:02 | 56:02 | 01:57 | 01:26 |
 | Pangolier | 10 | 4.33% | 72.7 | 50.00% | +1.13% | +50.00% | 0.00% | 0.00% | 53:42 | 43:31 | 46:43 | 47:30 | 1:02:08 | 1:04:42 | 15:25 | 11:25 |
 | Luna | 1 | 6.67% | 70.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:17 | 51:17 | 51:17 | 51:17 | 51:17 | 51:17 | 00:00 | 00:00 |
 | Bristleback | 1 | 5.00% | 68.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:39 | 39:39 | 39:39 | 39:39 | 39:39 | 39:39 | 00:00 | 00:00 |
 | Tiny | 2 | 0.53% | 65.9 | 100.00% | +48.79% | 0.00% | 0.00% | 0.00% | 55:25 | 53:34 | 53:34 | 57:16 | 57:16 | 57:16 | 03:42 | 02:44 |
 | Zeus | 3 | 4.11% | 63.6 | 66.67% | +18.10% | -66.67% | 0.00% | 0.00% | 56:43 | 49:47 | 49:47 | 53:33 | 1:06:48 | 1:06:48 | 17:01 | 12:36 |
 | Viper | 4 | 10.00% | 61.4 | 50.00% | -2.78% | +50.00% | -50.00% | 0.00% | 48:42 | 45:31 | 45:31 | 48:19 | 48:57 | 52:01 | 03:26 | 02:32 |
 | Ursa | 3 | 2.16% | 59.1 | 66.67% | +12.99% | +33.33% | 0.00% | 0.00% | 39:05 | 34:20 | 34:20 | 40:05 | 42:50 | 42:50 | 08:30 | 06:17 |
 | Terrorblade | 7 | 6.54% | 56.8 | 42.86% | -7.14% | -42.86% | +7.14% | 0.00% | 48:15 | 41:32 | 44:35 | 51:15 | 51:38 | 51:56 | 07:03 | 05:13 |
 | Timbersaw | 4 | 5.71% | 54.5 | 50.00% | 0.00% | -50.00% | -50.00% | 0.00% | 54:24 | 45:27 | 45:27 | 51:49 | 54:02 | 1:06:16 | 08:35 | 06:21 |
 | Spirit Breaker | 1 | 1.92% | 52.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:55 | 44:55 | 44:55 | 44:55 | 44:55 | 44:55 | 00:00 | 00:00 |
 | Troll Warlord | 1 | 1.89% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 00:00 | 00:00 |
 | Sven | 1 | 1.85% | 47.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:20 | 47:20 | 47:20 | 47:20 | 47:20 | 47:20 | 00:00 | 00:00 |
 | Pudge | 1 | 1.79% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:51 | 49:51 | 49:51 | 49:51 | 49:51 | 49:51 | 00:00 | 00:00 |
 | Lina | 3 | 1.27% | 43.2 | 66.67% | +11.31% | +33.33% | 0.00% | 0.00% | 52:17 | 49:24 | 49:24 | 51:17 | 56:10 | 56:10 | 06:46 | 05:00 |
 | Dark Seer | 1 | 1.59% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 00:00 | 00:00 |
 | Morphling | 8 | 6.61% | 38.6 | 37.50% | -8.52% | -37.50% | -37.50% | 0.00% | 52:13 | 42:48 | 49:21 | 49:28 | 52:18 | 1:07:10 | 02:57 | 02:11 |
 | Templar Assassin | 1 | 1.32% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:19 | 59:19 | 59:19 | 59:19 | 59:19 | 59:19 | 00:00 | 00:00 |
 | Enigma | 1 | 0.85% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:16 | 53:16 | 53:16 | 53:16 | 53:16 | 53:16 | 00:00 | 00:00 |
 | Shadow Fiend | 1 | 0.85% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:50 | 1:03:50 | 1:03:50 | 1:03:50 | 1:03:50 | 1:03:50 | 00:00 | 00:00 |
 | Clockwerk | 1 | 0.40% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:30 | 1:13:30 | 1:13:30 | 1:13:30 | 1:13:30 | 1:13:30 | 00:00 | 00:00 |
 | Snapfire | 1 | 0.36% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:44 | 56:44 | 56:44 | 56:44 | 56:44 | 56:44 | 00:00 | 00:00 |
 | Tusk | 1 | 0.26% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:07 | 1:12:07 | 1:12:07 | 1:12:07 | 1:12:07 | 1:12:07 | 00:00 | 00:00 |
 | Invoker | 2 | 3.45% | 22.7 | 50.00% | -3.57% | +50.00% | 0.00% | 0.00% | 59:44 | 57:45 | 57:45 | 1:01:42 | 1:01:42 | 1:01:42 | 03:57 | 02:55 |
 | Slark | 2 | 2.25% | 20.5 | 50.00% | -1.72% | -50.00% | 0.00% | 0.00% | 55:48 | 55:20 | 55:20 | 56:15 | 56:15 | 56:15 | 00:55 | 00:40 |
 | Puck | 2 | 1.96% | 18.2 | 50.00% | -4.00% | +50.00% | 0.00% | 0.00% | 1:02:26 | 58:04 | 58:04 | 1:06:47 | 1:06:47 | 1:06:47 | 08:43 | 06:27 |
 | Medusa | 4 | 15.38% | 15.9 | 25.00% | -20.45% | +75.00% | -25.00% | 0.00% | 46:31 | 43:43 | 43:43 | 46:50 | 46:52 | 48:37 | 03:09 | 02:20 |
 | Broodmother | 2 | 1.18% | 13.6 | 50.00% | -6.29% | +50.00% | 0.00% | 0.00% | 57:55 | 45:34 | 45:34 | 1:10:16 | 1:10:16 | 1:10:16 | 24:42 | 18:17 |
 | Void Spirit | 1 | 3.13% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:22 | 1:07:22 | 1:07:22 | 1:07:22 | 1:07:22 | 1:07:22 | 00:00 | 00:00 |
 | Primal Beast | 1 | 0.65% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:22 | 1:06:22 | 1:06:22 | 1:06:22 | 1:06:22 | 1:06:22 | 00:00 | 00:00 |
 | Tinker | 1 | 11.11% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:50 | 48:50 | 48:50 | 48:50 | 48:50 | 48:50 | 00:00 | 00:00 |
 | Sniper | 1 | 1.39% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:13 | 1:05:13 | 1:05:13 | 1:05:13 | 1:05:13 | 1:05:13 | 00:00 | 00:00 |
 | Death Prophet | 1 | 0.32% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:42 | 56:42 | 56:42 | 56:42 | 56:42 | 56:42 | 00:00 | 00:00 |