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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 | 1022 | 3.82% | 90.8 | 64.19% | +15.00% | +5.73% | -4.58% | 0.00% | 35:02 | 17:03 | 30:26 | 34:23 | 38:49 | 1:11:30 | 06:12 |
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 | |
 | Leshrac | 72 | 29.63% | 100.0 | 75.00% | +24.71% | +2.78% | -8.33% | -1.33% | 33:43 | 20:53 | 28:52 | 33:26 | 37:15 | 55:54 | 08:23 | 06:12 |
 | Primal Beast | 51 | 12.94% | 98.0 | 72.55% | +25.90% | -3.32% | +4.37% | 0.97% | 38:57 | 24:14 | 33:20 | 37:45 | 41:14 | 1:05:36 | 07:54 | 05:51 |
 | Doom | 142 | 26.49% | 96.1 | 65.49% | +18.54% | -1.60% | +3.08% | 0.75% | 33:09 | 22:02 | 29:55 | 32:38 | 36:07 | 48:17 | 06:12 | 04:35 |
 | Ember Spirit | 124 | 19.50% | 94.1 | 65.32% | +20.98% | -10.48% | -4.03% | 0.91% | 36:00 | 20:47 | 32:02 | 35:12 | 39:07 | 58:24 | 07:05 | 05:14 |
 | Batrider | 8 | 1.68% | 92.2 | 100.00% | +50.85% | 0.00% | 0.00% | 0.00% | 37:50 | 31:32 | 36:20 | 36:59 | 39:58 | 42:36 | 03:38 | 02:41 |
 | Pangolier | 57 | 8.73% | 90.2 | 68.42% | +17.41% | +24.44% | +3.01% | -2.91% | 37:35 | 22:25 | 31:55 | 36:01 | 39:17 | 1:06:20 | 07:22 | 05:27 |
 | Death Prophet | 87 | 24.23% | 88.2 | 62.07% | +21.63% | -2.98% | +1.57% | 0.72% | 33:21 | 21:25 | 28:59 | 32:49 | 35:19 | 53:57 | 06:20 | 04:41 |
 | Pudge | 35 | 37.63% | 86.3 | 62.86% | +21.48% | +26.03% | -29.53% | -7.41% | 35:51 | 22:09 | 31:00 | 35:04 | 38:30 | 53:17 | 07:30 | 05:33 |
 | Tinker | 30 | 81.08% | 84.3 | 56.67% | +42.38% | +30.83% | -28.10% | -15.05% | 22:33 | 17:03 | 18:56 | 21:06 | 22:51 | 1:08:54 | 03:55 | 02:54 |
 | Queen of Pain | 55 | 29.26% | 82.4 | 60.00% | +15.64% | +18.57% | -31.43% | -7.08% | 35:17 | 21:21 | 31:17 | 35:03 | 38:21 | 50:00 | 07:04 | 05:14 |
 | Tidehunter | 35 | 14.52% | 80.4 | 60.00% | +12.43% | +17.78% | -15.56% | -4.89% | 33:48 | 24:01 | 29:12 | 33:36 | 36:01 | 53:24 | 06:49 | 05:02 |
 | Earth Spirit | 24 | 13.87% | 78.4 | 62.50% | +18.20% | +4.17% | +4.17% | 0.00% | 38:22 | 27:54 | 33:54 | 37:36 | 39:39 | 56:34 | 05:45 | 04:15 |
 | Timbersaw | 59 | 17.10% | 76.5 | 55.93% | +5.93% | +24.07% | -9.26% | -4.60% | 33:57 | 24:37 | 29:50 | 32:52 | 37:05 | 55:23 | 07:15 | 05:22 |
 | Necrophos | 5 | 13.89% | 74.5 | 80.00% | +15.48% | +20.00% | +20.00% | 0.00% | 27:20 | 20:02 | 20:02 | 26:45 | 30:02 | 37:02 | 10:00 | 07:24 |
 | Underlord | 23 | 11.62% | 72.5 | 60.87% | +13.44% | +5.80% | +22.46% | 2.09% | 36:41 | 25:51 | 32:02 | 36:31 | 40:01 | 50:09 | 07:59 | 05:54 |
 | Razor | 6 | 5.26% | 70.6 | 83.33% | +42.59% | -33.33% | +16.67% | 0.00% | 34:02 | 22:08 | 31:42 | 33:16 | 38:18 | 43:35 | 06:36 | 04:53 |
 | Storm Spirit | 30 | 7.59% | 68.6 | 60.00% | +9.59% | -10.00% | +11.43% | 1.81% | 38:26 | 26:15 | 31:28 | 35:34 | 43:18 | 1:01:55 | 11:50 | 08:45 |
 | Phoenix | 28 | 9.21% | 66.7 | 57.14% | +11.85% | -14.28% | -14.28% | 0.00% | 32:48 | 22:15 | 27:35 | 30:49 | 35:31 | 52:56 | 07:56 | 05:52 |
 | Invoker | 17 | 8.06% | 64.7 | 58.82% | +12.94% | +16.18% | -58.82% | -6.16% | 39:44 | 27:47 | 31:30 | 40:26 | 43:40 | 53:42 | 12:10 | 09:00 |
 | Huskar | 2 | 5.71% | 62.7 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 32:31 | 29:09 | 29:09 | 35:52 | 35:52 | 35:52 | 06:43 | 04:58 |
 | Beastmaster | 19 | 3.23% | 60.8 | 57.89% | +5.78% | +22.11% | +2.11% | 0.00% | 34:42 | 28:00 | 29:36 | 33:37 | 38:36 | 46:31 | 09:00 | 06:40 |
 | Brewmaster | 12 | 8.22% | 58.8 | 58.33% | +5.34% | +8.34% | -25.00% | 0.00% | 35:06 | 24:03 | 30:44 | 34:43 | 39:21 | 42:48 | 08:37 | 06:22 |
 | Kunkka | 15 | 8.33% | 56.9 | 53.33% | +4.24% | -28.33% | -3.33% | 3.82% | 36:57 | 31:27 | 33:18 | 35:56 | 39:51 | 45:06 | 06:33 | 04:51 |
 | Magnus | 5 | 1.85% | 54.9 | 80.00% | +33.76% | +20.00% | +20.00% | 0.00% | 35:16 | 22:11 | 22:11 | 40:59 | 41:00 | 45:36 | 18:49 | 13:56 |
 | Axe | 2 | 2.86% | 52.9 | 100.00% | +57.35% | 0.00% | 0.00% | 0.00% | 45:42 | 41:17 | 41:17 | 50:06 | 50:06 | 50:06 | 08:49 | 06:31 |
 | Venomancer | 4 | 3.08% | 51.0 | 75.00% | +17.86% | -75.00% | +25.00% | 0.00% | 40:33 | 35:02 | 35:02 | 37:26 | 39:38 | 50:07 | 04:36 | 03:24 |
 | Puck | 6 | 2.17% | 49.0 | 66.67% | +18.33% | +33.33% | -66.67% | 0.00% | 35:21 | 31:25 | 33:30 | 34:44 | 37:24 | 38:34 | 03:54 | 02:53 |
 | Centaur Warrunner | 10 | 7.30% | 47.1 | 50.00% | +12.99% | +50.00% | -50.00% | -9.23% | 38:31 | 28:03 | 32:50 | 38:49 | 43:40 | 49:13 | 10:50 | 08:01 |
 | Lina | 4 | 2.17% | 45.1 | 75.00% | +22.78% | +25.00% | +25.00% | 0.00% | 30:11 | 26:12 | 26:12 | 29:12 | 31:47 | 33:33 | 05:35 | 04:08 |
 | Dark Seer | 15 | 5.36% | 43.1 | 46.67% | -5.03% | +3.33% | -21.67% | 0.00% | 36:53 | 21:32 | 32:58 | 36:39 | 39:38 | 51:52 | 06:40 | 04:56 |
 | Sand King | 1 | 7.69% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 00:00 | 00:00 |
 | Void Spirit | 4 | 1.42% | 39.2 | 75.00% | +21.76% | +25.00% | +25.00% | 0.00% | 35:17 | 29:49 | 29:49 | 35:05 | 36:49 | 39:23 | 07:00 | 05:11 |
 | Spirit Breaker | 2 | 0.78% | 37.3 | 100.00% | +52.73% | 0.00% | 0.00% | 0.00% | 53:26 | 35:22 | 35:22 | 1:11:30 | 1:11:30 | 1:11:30 | 36:08 | 26:45 |
 | Undying | 2 | 0.41% | 35.3 | 100.00% | +52.34% | 0.00% | 0.00% | 0.00% | 54:12 | 44:41 | 44:41 | 1:03:42 | 1:03:42 | 1:03:42 | 19:01 | 14:05 |
 | Viper | 4 | 7.41% | 33.3 | 50.00% | +6.00% | -50.00% | -50.00% | 0.00% | 42:32 | 39:32 | 39:32 | 40:14 | 41:14 | 49:07 | 01:42 | 01:15 |
 | Outworld Destroyer | 1 | 2.08% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:59 | 40:59 | 40:59 | 40:59 | 40:59 | 40:59 | 00:00 | 00:00 |
 | Dawnbreaker | 3 | 1.52% | 29.4 | 66.67% | +18.22% | +33.33% | 0.00% | 0.00% | 44:36 | 41:15 | 41:15 | 44:23 | 48:10 | 48:10 | 06:55 | 05:07 |
 | Mars | 3 | 1.32% | 27.5 | 66.67% | +27.38% | +33.33% | 0.00% | 0.00% | 31:44 | 29:44 | 29:44 | 31:00 | 34:28 | 34:28 | 04:44 | 03:30 |
 | Nature's Prophet | 3 | 0.67% | 25.5 | 66.67% | +16.33% | +33.33% | 0.00% | 0.00% | 38:24 | 27:04 | 27:04 | 35:23 | 52:45 | 52:45 | 25:41 | 19:01 |
 | Visage | 4 | 2.60% | 23.5 | 50.00% | -6.00% | -50.00% | +50.00% | 0.00% | 33:49 | 28:25 | 28:25 | 32:13 | 35:35 | 39:03 | 07:10 | 05:18 |
 | Legion Commander | 1 | 0.65% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 00:00 | 00:00 |
 | Shadow Fiend | 1 | 0.53% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:49 | 34:49 | 34:49 | 34:49 | 34:49 | 34:49 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 0.37% | 17.6 | 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 | 0.22% | 15.7 | 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 |
 | Tusk | 1 | 0.22% | 13.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 00:00 | 00:00 |
 | Witch Doctor | 2 | 3.39% | 11.8 | 50.00% | -11.40% | +50.00% | 0.00% | 0.00% | 39:01 | 36:29 | 36:29 | 41:33 | 41:33 | 41:33 | 05:04 | 03:45 |
 | Bounty Hunter | 2 | 2.06% | 9.8 | 50.00% | -1.58% | -50.00% | 0.00% | 0.00% | 39:22 | 29:39 | 29:39 | 49:05 | 49:05 | 49:05 | 19:26 | 14:23 |
 | Lion | 1 | 0.61% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:39 | 48:39 | 48:39 | 48:39 | 48:39 | 48:39 | 00:00 | 00:00 |
 | Rubick | 1 | 0.10% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:46 | 47:46 | 47:46 | 47:46 | 47:46 | 47:46 | 00:00 | 00:00 |
 | Lycan | 1 | 0.53% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 00:00 | 00:00 |
 | Earthshaker | 1 | 0.51% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 00:00 | 00:00 |