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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 | |
 | Monkey King Bar | 698 | 2.61% | 8.4 | 49.00% | -0.80% | +4.71% | -4.17% | 0.00% | 36:41 | 17:27 | 30:56 | 35:25 | 40:29 | 1:39:41 | 07:04 |
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 | |
 | Phantom Assassin | 9 | 8.26% | 100.0 | 77.78% | +34.78% | +22.22% | +22.22% | 0.00% | 37:29 | 27:23 | 29:47 | 36:51 | 42:42 | 46:35 | 12:55 | 09:34 |
 | Faceless Void | 39 | 16.12% | 98.1 | 58.97% | +5.28% | -8.97% | -18.97% | -1.15% | 38:15 | 27:11 | 33:18 | 37:32 | 41:58 | 58:32 | 08:40 | 06:25 |
 | Medusa | 69 | 29.61% | 96.2 | 52.17% | +0.34% | +18.42% | -16.88% | -3.21% | 33:16 | 22:09 | 26:32 | 30:57 | 37:31 | 1:14:57 | 10:59 | 08:08 |
 | Monkey King | 38 | 11.28% | 94.3 | 57.89% | +4.04% | -7.89% | -35.67% | -4.44% | 36:53 | 26:40 | 33:13 | 37:01 | 39:28 | 57:33 | 06:15 | 04:37 |
 | Troll Warlord | 27 | 22.69% | 92.5 | 55.56% | +13.17% | +1.58% | -12.70% | -1.84% | 32:47 | 23:54 | 27:59 | 31:47 | 35:44 | 47:55 | 07:45 | 05:44 |
 | Snapfire | 10 | 1.99% | 90.6 | 80.00% | +33.05% | -13.33% | +20.00% | 0.00% | 43:16 | 34:54 | 36:57 | 39:13 | 46:53 | 58:38 | 09:56 | 07:21 |
 | Gyrocopter | 18 | 12.41% | 88.7 | 61.11% | +7.57% | -1.11% | +13.89% | 3.00% | 32:52 | 26:14 | 29:26 | 31:07 | 34:26 | 47:41 | 05:00 | 03:42 |
 | Dragon Knight | 4 | 1.94% | 86.8 | 100.00% | +50.99% | 0.00% | 0.00% | 0.00% | 40:12 | 31:09 | 31:09 | 33:03 | 42:37 | 53:59 | 11:28 | 08:29 |
 | Sven | 33 | 14.80% | 84.9 | 51.52% | -0.59% | +10.98% | +10.98% | 0.00% | 36:27 | 22:08 | 30:45 | 35:16 | 39:36 | 1:07:27 | 08:51 | 06:33 |
 | Juggernaut | 21 | 20.39% | 83.0 | 52.38% | +4.82% | +7.62% | -12.38% | -2.13% | 33:44 | 24:26 | 28:25 | 33:00 | 37:49 | 43:56 | 09:24 | 06:57 |
 | Windranger | 13 | 6.31% | 81.1 | 61.54% | +21.13% | +5.13% | -28.21% | -2.34% | 40:04 | 30:51 | 33:37 | 36:56 | 47:52 | 54:28 | 14:15 | 10:33 |
 | Anti-Mage | 10 | 9.62% | 79.2 | 60.00% | +1.49% | +6.67% | -60.00% | -6.45% | 39:13 | 29:25 | 33:35 | 36:40 | 43:55 | 53:30 | 10:20 | 07:39 |
 | Templar Assassin | 70 | 23.26% | 77.4 | 40.00% | -7.62% | +10.00% | -4.71% | -1.55% | 34:28 | 22:18 | 29:04 | 33:44 | 38:34 | 1:03:02 | 09:30 | 07:02 |
 | Lone Druid | 9 | 15.52% | 75.5 | 55.56% | -7.71% | -5.56% | +44.44% | 0.00% | 34:04 | 21:17 | 26:34 | 31:52 | 39:25 | 46:41 | 12:51 | 09:31 |
 | Sniper | 14 | 14.89% | 73.6 | 50.00% | +3.75% | +25.00% | -16.67% | 0.00% | 36:17 | 23:25 | 29:48 | 36:16 | 43:02 | 50:23 | 13:14 | 09:48 |
 | Slark | 12 | 4.63% | 71.7 | 58.33% | +5.70% | +8.34% | +8.34% | 0.00% | 41:36 | 29:41 | 32:17 | 38:39 | 48:20 | 55:56 | 16:03 | 11:53 |
 | Enchantress | 9 | 1.97% | 69.8 | 66.67% | +13.99% | +33.33% | -66.67% | 0.00% | 45:01 | 26:34 | 32:57 | 37:53 | 46:27 | 1:39:41 | 13:30 | 10:00 |
 | Terrorblade | 81 | 19.29% | 67.9 | 37.04% | -14.88% | -2.04% | -7.04% | -0.85% | 34:35 | 24:19 | 30:22 | 33:23 | 36:13 | 1:09:33 | 05:51 | 04:20 |
 | Ursa | 40 | 21.05% | 66.0 | 37.50% | -9.17% | +2.50% | +12.50% | 1.16% | 36:14 | 26:25 | 30:23 | 35:28 | 38:59 | 1:01:36 | 08:36 | 06:22 |
 | Alchemist | 9 | 5.59% | 64.2 | 55.56% | +8.19% | -5.56% | +44.44% | 7.18% | 34:37 | 28:44 | 30:17 | 33:34 | 37:15 | 42:30 | 06:58 | 05:09 |
 | Muerta | 10 | 10.10% | 62.3 | 50.00% | +2.81% | -16.67% | 0.00% | 1.91% | 38:12 | 29:16 | 32:51 | 36:04 | 41:36 | 50:12 | 08:45 | 06:28 |
 | Elder Titan | 2 | 1.42% | 60.4 | 100.00% | +39.57% | 0.00% | 0.00% | 0.00% | 49:33 | 47:26 | 47:26 | 51:39 | 51:39 | 51:39 | 04:13 | 03:07 |
 | Lina | 10 | 5.43% | 58.5 | 50.00% | -2.87% | -16.67% | 0.00% | 0.00% | 37:39 | 25:14 | 33:10 | 36:52 | 43:54 | 51:09 | 10:44 | 07:57 |
 | Weaver | 6 | 12.00% | 56.6 | 50.00% | +2.27% | +50.00% | -50.00% | 0.00% | 33:59 | 29:43 | 30:27 | 32:58 | 35:04 | 41:52 | 04:37 | 03:25 |
 | Dark Willow | 7 | 3.29% | 54.7 | 57.14% | +5.68% | -57.14% | +42.86% | 0.00% | 53:36 | 34:35 | 40:09 | 50:55 | 58:59 | 1:15:11 | 18:50 | 13:57 |
 | Nature's Prophet | 19 | 4.24% | 52.8 | 42.11% | -8.71% | -2.11% | -2.11% | 0.00% | 39:30 | 26:38 | 33:06 | 35:50 | 42:56 | 1:02:51 | 09:50 | 07:17 |
 | Naga Siren | 2 | 0.77% | 50.9 | 100.00% | +46.12% | 0.00% | 0.00% | 0.00% | 39:08 | 37:35 | 37:35 | 40:40 | 40:40 | 40:40 | 03:05 | 02:17 |
 | Magnus | 2 | 0.74% | 49.1 | 100.00% | +53.53% | 0.00% | 0.00% | 0.00% | 32:14 | 29:46 | 29:46 | 34:41 | 34:41 | 34:41 | 04:55 | 03:38 |
 | Morphling | 17 | 4.78% | 47.2 | 41.18% | -11.33% | -16.18% | +8.82% | 0.00% | 40:09 | 32:21 | 34:57 | 36:18 | 41:44 | 1:08:47 | 06:47 | 05:01 |
 | Legion Commander | 5 | 3.25% | 45.3 | 60.00% | +7.65% | +40.00% | +40.00% | 0.00% | 37:37 | 32:38 | 32:38 | 37:39 | 40:08 | 40:10 | 07:30 | 05:33 |
 | Arc Warden | 1 | 4.17% | 43.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:33 | 33:33 | 33:33 | 33:33 | 33:33 | 33:33 | 00:00 | 00:00 |
 | Lifestealer | 12 | 12.50% | 41.5 | 33.33% | -14.29% | +33.34% | +33.34% | 0.00% | 35:23 | 17:27 | 29:53 | 33:19 | 42:27 | 47:54 | 12:34 | 09:18 |
 | Viper | 4 | 7.41% | 39.6 | 50.00% | +6.00% | +50.00% | +50.00% | 0.00% | 48:40 | 40:16 | 40:16 | 40:39 | 49:03 | 1:04:40 | 08:47 | 06:30 |
 | Chaos Knight | 3 | 1.86% | 37.7 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 35:52 | 34:23 | 34:23 | 36:23 | 36:50 | 36:50 | 02:27 | 01:48 |
 | Lycan | 3 | 1.60% | 35.8 | 66.67% | +11.78% | +33.33% | 0.00% | 0.00% | 48:00 | 43:05 | 43:05 | 48:09 | 52:45 | 52:45 | 09:40 | 07:09 |
 | Marci | 3 | 1.51% | 34.0 | 66.67% | +18.20% | +33.33% | 0.00% | 0.00% | 37:05 | 29:24 | 29:24 | 35:16 | 46:34 | 46:34 | 17:10 | 12:42 |
 | Drow Ranger | 3 | 1.39% | 32.1 | 66.67% | +24.42% | +33.33% | 0.00% | 0.00% | 39:06 | 37:18 | 37:18 | 37:28 | 42:31 | 42:31 | 05:13 | 03:51 |
 | Night Stalker | 1 | 1.52% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:13 | 26:13 | 26:13 | 26:13 | 26:13 | 26:13 | 00:00 | 00:00 |
 | Luna | 4 | 3.77% | 28.3 | 50.00% | -0.98% | -50.00% | -50.00% | 0.00% | 39:10 | 30:11 | 30:11 | 32:54 | 39:33 | 54:00 | 09:22 | 06:56 |
 | Phantom Lancer | 5 | 6.49% | 26.4 | 40.00% | -14.17% | +60.00% | -40.00% | 0.00% | 38:50 | 31:28 | 31:28 | 40:15 | 40:31 | 47:43 | 09:03 | 06:42 |
 | Void Spirit | 1 | 0.35% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:00 | 50:00 | 50:00 | 50:00 | 50:00 | 50:00 | 00:00 | 00:00 |
 | Shadow Fiend | 11 | 5.82% | 22.6 | 27.27% | -18.80% | +39.40% | -27.27% | 0.00% | 33:47 | 23:04 | 25:33 | 33:45 | 40:24 | 47:28 | 14:51 | 11:00 |
 | Silencer | 1 | 0.26% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:59 | 1:03:59 | 1:03:59 | 1:03:59 | 1:03:59 | 1:03:59 | 00:00 | 00:00 |
 | Bloodseeker | 5 | 1.87% | 18.9 | 40.00% | -11.15% | -40.00% | +60.00% | 0.00% | 38:22 | 27:17 | 27:17 | 41:13 | 41:21 | 43:46 | 14:04 | 10:25 |
 | Pangolier | 8 | 1.23% | 17.0 | 25.00% | -27.87% | +25.00% | -25.00% | 0.00% | 44:07 | 30:57 | 35:32 | 39:49 | 49:21 | 1:01:40 | 13:49 | 10:14 |
 | Broodmother | 4 | 1.72% | 15.1 | 25.00% | -25.66% | -25.00% | -25.00% | 0.00% | 42:18 | 34:33 | 34:33 | 37:18 | 38:46 | 58:33 | 04:13 | 03:07 |
 | Mirana | 2 | 0.38% | 13.2 | 0.00% | -54.63% | 0.00% | 0.00% | 0.00% | 45:17 | 36:08 | 36:08 | 54:26 | 54:26 | 54:26 | 18:18 | 13:33 |
 | Tiny | 1 | 0.19% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:19 | 1:05:19 | 1:05:19 | 1:05:19 | 1:05:19 | 1:05:19 | 00:00 | 00:00 |
 | Clinkz | 1 | 1.41% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 2.38% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 00:00 | 00:00 |
 | Wraith King | 4 | 6.90% | 5.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 36:18 | 19:04 | 19:04 | 33:36 | 40:15 | 52:18 | 21:11 | 15:41 |
 | Razor | 3 | 2.63% | 3.8 | 0.00% | -44.14% | 0.00% | 0.00% | 0.00% | 43:59 | 34:22 | 34:22 | 48:27 | 49:07 | 49:07 | 14:45 | 10:55 |
 | Abaddon | 2 | 2.41% | 1.9 | 0.00% | -49.38% | 0.00% | 0.00% | 0.00% | 36:19 | 34:30 | 34:30 | 38:08 | 38:08 | 38:08 | 03:38 | 02:41 |