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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 | |
 | Shiva's Guard | 1315 | 3.75% | 92.4 | 65.02% | +15.85% | +5.80% | -7.88% | 0.00% | 34:52 | 17:03 | 30:16 | 34:15 | 38:37 | 1:08:54 | 06:11 |
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 | |
 | Leshrac | 124 | 31.39% | 100.0 | 73.39% | +27.26% | +10.48% | -8.87% | -2.80% | 33:55 | 20:53 | 29:32 | 33:09 | 36:26 | 60:50 | 06:54 | 05:06 |
 | Primal Beast | 52 | 11.04% | 98.1 | 75.00% | +27.51% | -5.77% | +9.62% | 2.21% | 37:03 | 24:14 | 32:29 | 35:50 | 39:27 | 1:05:36 | 06:58 | 05:09 |
 | Doom | 184 | 26.67% | 96.2 | 64.13% | +19.86% | -1.09% | +3.26% | 0.68% | 32:49 | 19:55 | 29:22 | 32:04 | 35:45 | 48:17 | 06:23 | 04:43 |
 | Pudge | 40 | 30.08% | 94.2 | 67.50% | +23.41% | +22.50% | -27.50% | -7.87% | 34:57 | 26:07 | 31:54 | 34:59 | 38:15 | 46:20 | 06:21 | 04:42 |
 | Underlord | 33 | 10.61% | 92.3 | 72.73% | +20.57% | +2.27% | +2.27% | 0.00% | 36:45 | 26:58 | 31:09 | 36:31 | 41:16 | 50:09 | 10:07 | 07:29 |
 | Death Prophet | 143 | 25.63% | 90.4 | 62.94% | +18.60% | +6.50% | -10.16% | -2.47% | 33:59 | 21:25 | 29:56 | 33:07 | 36:41 | 53:57 | 06:45 | 05:00 |
 | Ember Spirit | 170 | 18.62% | 88.5 | 62.35% | +16.86% | -1.88% | -14.73% | -1.58% | 36:13 | 20:32 | 32:03 | 35:52 | 40:12 | 56:38 | 08:09 | 06:02 |
 | Pangolier | 57 | 6.90% | 86.5 | 66.67% | +16.74% | +19.04% | -9.53% | -3.33% | 37:20 | 22:25 | 31:15 | 35:49 | 39:50 | 1:06:20 | 08:35 | 06:21 |
 | Queen of Pain | 65 | 24.44% | 84.6 | 61.54% | +15.77% | +13.46% | -24.04% | -5.80% | 35:28 | 21:21 | 31:45 | 34:55 | 38:13 | 50:00 | 06:28 | 04:47 |
 | Timbersaw | 72 | 15.82% | 82.7 | 62.50% | +13.94% | +9.72% | -6.94% | -1.97% | 33:22 | 19:17 | 28:35 | 33:21 | 37:03 | 55:23 | 08:28 | 06:16 |
 | Beastmaster | 18 | 2.47% | 80.8 | 77.78% | +22.86% | +22.22% | -27.78% | 0.00% | 34:22 | 20:47 | 29:36 | 34:31 | 38:36 | 46:31 | 09:00 | 06:40 |
 | Tinker | 34 | 80.95% | 78.8 | 52.94% | +40.44% | +35.95% | -27.94% | -19.46% | 22:47 | 17:03 | 19:34 | 21:46 | 22:51 | 1:08:54 | 03:17 | 02:25 |
 | Earth Spirit | 24 | 12.06% | 76.9 | 66.67% | +23.24% | +16.66% | -33.34% | -7.87% | 38:57 | 27:54 | 34:19 | 38:38 | 40:40 | 56:34 | 06:21 | 04:42 |
 | Brewmaster | 10 | 6.29% | 75.0 | 80.00% | +30.34% | +20.00% | +20.00% | 0.00% | 37:29 | 27:39 | 32:34 | 37:44 | 41:20 | 44:20 | 08:46 | 06:29 |
 | Tidehunter | 39 | 13.04% | 73.1 | 61.54% | +13.46% | +8.46% | -11.54% | -2.84% | 34:45 | 24:01 | 30:37 | 34:13 | 37:39 | 49:51 | 07:02 | 05:12 |
 | Viper | 11 | 12.22% | 71.2 | 72.73% | +23.36% | +27.27% | -39.40% | -16.13% | 39:33 | 33:16 | 36:06 | 37:44 | 40:14 | 49:07 | 04:08 | 03:03 |
 | Necrophos | 9 | 19.57% | 69.2 | 66.67% | +15.32% | -16.67% | +33.33% | 3.33% | 32:14 | 20:02 | 22:50 | 33:55 | 37:52 | 41:01 | 15:02 | 11:08 |
 | Batrider | 15 | 2.26% | 67.3 | 73.33% | +22.87% | +1.67% | +1.67% | 0.00% | 38:40 | 29:41 | 36:20 | 38:33 | 40:45 | 51:53 | 04:25 | 03:16 |
 | Dawnbreaker | 4 | 1.78% | 65.4 | 100.00% | +54.30% | 0.00% | 0.00% | 0.00% | 39:47 | 35:34 | 35:34 | 37:54 | 41:15 | 44:23 | 05:41 | 04:12 |
 | Storm Spirit | 51 | 9.21% | 63.5 | 52.94% | +2.05% | +8.60% | +0.91% | -0.98% | 36:14 | 24:26 | 30:42 | 35:34 | 38:33 | 1:01:55 | 07:51 | 05:48 |
 | Phoenix | 33 | 9.09% | 61.5 | 54.55% | +8.79% | -4.55% | -4.55% | 0.00% | 33:29 | 22:00 | 27:13 | 31:50 | 39:50 | 52:56 | 12:37 | 09:20 |
 | Mars | 4 | 1.45% | 59.6 | 100.00% | +58.67% | 0.00% | 0.00% | 0.00% | 29:37 | 23:06 | 23:06 | 30:48 | 31:00 | 33:33 | 07:54 | 05:51 |
 | Razor | 7 | 7.95% | 57.7 | 71.43% | +31.92% | -21.43% | +28.57% | 6.11% | 37:39 | 30:05 | 31:42 | 38:18 | 39:53 | 44:49 | 08:11 | 06:03 |
 | Puck | 6 | 1.64% | 55.8 | 83.33% | +34.16% | +16.67% | -83.33% | 0.00% | 32:40 | 27:37 | 31:20 | 31:25 | 34:44 | 37:24 | 03:24 | 02:31 |
 | Huskar | 2 | 5.41% | 53.8 | 100.00% | +48.57% | 0.00% | 0.00% | 0.00% | 27:27 | 25:44 | 25:44 | 29:09 | 29:09 | 29:09 | 03:25 | 02:31 |
 | Invoker | 14 | 6.80% | 51.9 | 57.14% | +10.79% | -7.14% | -57.14% | -4.78% | 38:35 | 27:47 | 32:52 | 36:01 | 43:20 | 51:55 | 10:28 | 07:45 |
 | Dark Seer | 11 | 3.59% | 50.0 | 63.64% | +12.45% | -30.31% | +3.03% | 6.54% | 36:56 | 21:32 | 34:32 | 38:24 | 39:38 | 46:05 | 05:06 | 03:46 |
 | Kunkka | 15 | 7.85% | 48.1 | 53.33% | +7.31% | +21.67% | -3.33% | -5.64% | 34:23 | 24:08 | 31:27 | 33:57 | 35:53 | 45:06 | 04:26 | 03:17 |
 | Centaur Warrunner | 10 | 4.85% | 46.2 | 60.00% | +13.06% | +40.00% | -60.00% | 0.00% | 39:03 | 28:03 | 32:50 | 41:23 | 43:40 | 49:13 | 10:50 | 08:01 |
 | Broodmother | 7 | 1.96% | 44.2 | 71.43% | +18.86% | -21.43% | -21.43% | 0.00% | 36:23 | 27:18 | 34:02 | 36:49 | 37:22 | 47:09 | 03:20 | 02:28 |
 | Outworld Destroyer | 4 | 5.33% | 42.3 | 75.00% | +20.07% | +25.00% | +25.00% | 0.00% | 37:44 | 30:02 | 30:02 | 36:15 | 40:59 | 43:38 | 10:57 | 08:06 |
 | Magnus | 5 | 1.35% | 40.4 | 80.00% | +33.15% | +20.00% | +20.00% | 0.00% | 35:16 | 22:11 | 22:11 | 40:59 | 41:00 | 45:36 | 18:49 | 13:56 |
 | Venomancer | 2 | 1.21% | 38.5 | 100.00% | +49.08% | 0.00% | 0.00% | 0.00% | 39:52 | 37:26 | 37:26 | 42:17 | 42:17 | 42:17 | 04:51 | 03:35 |
 | Lina | 4 | 1.44% | 36.5 | 75.00% | +22.81% | -75.00% | +25.00% | 0.00% | 34:26 | 31:47 | 31:47 | 33:33 | 34:15 | 38:07 | 02:28 | 01:49 |
 | Legion Commander | 2 | 0.98% | 34.6 | 100.00% | +55.94% | 0.00% | 0.00% | 0.00% | 40:13 | 33:24 | 33:24 | 47:02 | 47:02 | 47:02 | 13:38 | 10:05 |
 | Axe | 3 | 3.85% | 32.7 | 66.67% | +17.34% | -66.67% | 0.00% | 0.00% | 43:58 | 40:30 | 40:30 | 41:17 | 50:06 | 50:06 | 09:36 | 07:06 |
 | Nature's Prophet | 2 | 0.35% | 30.8 | 100.00% | +47.71% | 0.00% | 0.00% | 0.00% | 39:45 | 26:44 | 26:44 | 52:45 | 52:45 | 52:45 | 26:01 | 19:16 |
 | Arc Warden | 1 | 3.03% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:05 | 33:05 | 33:05 | 33:05 | 33:05 | 33:05 | 00:00 | 00:00 |
 | Bounty Hunter | 3 | 1.90% | 26.9 | 66.67% | +12.18% | -66.67% | 0.00% | 0.00% | 38:30 | 29:39 | 29:39 | 36:45 | 49:05 | 49:05 | 19:26 | 14:23 |
 | Visage | 3 | 1.54% | 25.0 | 66.67% | +15.11% | -66.67% | 0.00% | 0.00% | 33:14 | 28:25 | 28:25 | 32:13 | 39:03 | 39:03 | 10:38 | 07:52 |
 | Alchemist | 1 | 0.38% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 |
 | Void Spirit | 4 | 0.96% | 21.2 | 50.00% | -1.09% | +50.00% | -50.00% | 0.00% | 35:28 | 29:49 | 29:49 | 35:05 | 36:49 | 40:10 | 07:00 | 05:11 |
 | Bloodseeker | 1 | 0.30% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 00:00 | 00:00 |
 | Enchantress | 1 | 0.18% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Witch Doctor | 2 | 3.23% | 15.4 | 50.00% | -5.00% | +50.00% | 0.00% | 0.00% | 39:01 | 36:29 | 36:29 | 41:33 | 41:33 | 41:33 | 05:04 | 03:45 |
 | Zeus | 2 | 1.38% | 13.5 | 50.00% | +5.24% | +50.00% | 0.00% | 0.00% | 42:58 | 28:07 | 28:07 | 57:49 | 57:49 | 57:49 | 29:42 | 22:00 |
 | Pugna | 2 | 0.52% | 11.5 | 50.00% | -5.15% | +50.00% | 0.00% | 0.00% | 47:08 | 36:25 | 36:25 | 57:51 | 57:51 | 57:51 | 21:26 | 15:52 |
 | Spirit Breaker | 2 | 0.49% | 9.6 | 50.00% | +4.17% | +50.00% | 0.00% | 0.00% | 39:24 | 35:22 | 35:22 | 43:25 | 43:25 | 43:25 | 08:03 | 05:57 |
 | Clockwerk | 2 | 0.30% | 7.7 | 50.00% | -4.92% | -50.00% | 0.00% | 0.00% | 51:37 | 50:40 | 50:40 | 52:33 | 52:33 | 52:33 | 01:53 | 01:23 |
 | Undying | 1 | 0.15% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 00:00 | 00:00 |
 | Techies | 2 | 0.31% | 3.8 | 0.00% | -51.33% | 0.00% | 0.00% | 0.00% | 57:16 | 48:52 | 48:52 | 1:05:40 | 1:05:40 | 1:05:40 | 16:48 | 12:26 |
 | Sand King | 2 | 6.90% | 1.9 | 0.00% | -37.04% | 0.00% | 0.00% | 0.00% | 38:27 | 31:15 | 31:15 | 45:39 | 45:39 | 45:39 | 14:24 | 10:40 |