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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 | 1078 | 3.78% | 92.6 | 65.31% | +16.13% | +4.69% | -4.34% | -1.16% | 33:36 | 16:34 | 29:19 | 32:53 | 37:06 | 1:10:40 | 05:45 |
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 | 90 | 30.51% | 100.0 | 76.67% | +38.13% | +5.94% | -3.94% | -1.71% | 33:02 | 21:17 | 29:58 | 32:53 | 35:44 | 49:05 | 05:46 | 04:16 |
 | Necrophos | 26 | 24.07% | 97.9 | 76.92% | +25.70% | +8.79% | +6.41% | -0.24% | 34:39 | 16:52 | 29:20 | 35:41 | 39:12 | 49:20 | 09:52 | 07:18 |
 | Primal Beast | 32 | 20.78% | 95.7 | 75.00% | +31.56% | +12.50% | 0.00% | -1.04% | 35:25 | 22:56 | 29:46 | 33:40 | 41:45 | 52:21 | 11:59 | 08:52 |
 | Death Prophet | 160 | 27.87% | 93.6 | 66.88% | +24.13% | +5.62% | -4.38% | -1.43% | 33:01 | 19:50 | 29:16 | 32:19 | 36:15 | 47:52 | 06:59 | 05:10 |
 | Timbersaw | 50 | 17.30% | 91.5 | 70.00% | +24.81% | -8.46% | -11.67% | -0.41% | 32:57 | 22:04 | 27:31 | 31:20 | 35:23 | 51:50 | 07:52 | 05:49 |
 | Queen of Pain | 186 | 37.80% | 89.4 | 62.37% | +20.54% | +14.23% | -16.72% | -5.06% | 32:39 | 21:10 | 29:30 | 32:14 | 35:37 | 54:04 | 06:07 | 04:31 |
 | Razor | 46 | 10.22% | 87.2 | 69.57% | +20.31% | -11.24% | +12.25% | 3.13% | 33:11 | 24:04 | 28:17 | 33:13 | 35:47 | 48:26 | 07:30 | 05:33 |
 | Doom | 112 | 39.58% | 85.1 | 60.71% | +19.19% | +10.72% | -3.57% | -2.93% | 28:57 | 21:53 | 25:53 | 28:16 | 30:46 | 44:45 | 04:53 | 03:37 |
 | Pudge | 48 | 33.10% | 83.0 | 62.50% | +10.95% | +20.83% | -12.50% | -5.62% | 34:43 | 26:06 | 31:06 | 34:22 | 37:02 | 46:17 | 05:56 | 04:23 |
 | Storm Spirit | 30 | 7.83% | 80.9 | 70.00% | +18.16% | +17.50% | -12.86% | -3.29% | 37:01 | 25:22 | 31:40 | 35:58 | 40:53 | 1:01:01 | 09:13 | 06:49 |
 | Ember Spirit | 68 | 11.83% | 78.7 | 63.24% | +15.51% | +7.35% | -4.42% | -1.34% | 35:38 | 21:02 | 30:35 | 35:23 | 39:23 | 54:07 | 08:48 | 06:31 |
 | Sand King | 21 | 8.30% | 76.6 | 71.43% | +23.15% | +8.57% | -31.43% | -4.85% | 38:16 | 29:46 | 33:13 | 36:56 | 41:28 | 48:59 | 08:15 | 06:06 |
 | Void Spirit | 11 | 3.34% | 74.5 | 81.82% | +41.25% | +18.18% | -48.49% | 0.00% | 37:54 | 29:15 | 33:25 | 37:54 | 39:25 | 48:23 | 06:00 | 04:26 |
 | Underlord | 6 | 5.31% | 72.3 | 83.33% | +36.60% | +16.67% | -83.33% | 0.00% | 35:02 | 29:56 | 30:33 | 31:53 | 41:58 | 43:11 | 11:25 | 08:27 |
 | Outworld Destroyer | 10 | 7.81% | 70.2 | 70.00% | +14.92% | +30.00% | +30.00% | 0.00% | 35:10 | 21:52 | 31:34 | 32:52 | 40:38 | 43:29 | 09:04 | 06:42 |
 | Pangolier | 18 | 3.38% | 68.1 | 66.67% | +15.31% | -6.67% | -41.67% | 0.00% | 36:05 | 29:17 | 31:55 | 36:52 | 38:23 | 52:23 | 06:28 | 04:47 |
 | Phoenix | 16 | 8.00% | 66.0 | 62.50% | +13.04% | +12.50% | +12.50% | 0.00% | 32:19 | 20:56 | 24:44 | 33:05 | 36:43 | 48:28 | 11:59 | 08:52 |
 | Invoker | 29 | 10.70% | 63.8 | 51.72% | +6.68% | +5.42% | +33.99% | 3.01% | 35:29 | 27:27 | 30:26 | 33:50 | 39:56 | 56:56 | 09:30 | 07:02 |
 | Undying | 6 | 1.95% | 61.7 | 83.33% | +31.34% | +16.67% | +16.67% | 0.00% | 34:23 | 25:23 | 30:34 | 31:56 | 42:22 | 42:23 | 11:48 | 08:44 |
 | Puck | 18 | 3.30% | 59.6 | 61.11% | +8.93% | -41.11% | +13.89% | 0.00% | 34:27 | 29:35 | 31:06 | 33:19 | 36:35 | 43:13 | 05:29 | 04:03 |
 | Tinker | 10 | 38.46% | 57.4 | 50.00% | -6.25% | -16.67% | -50.00% | -7.38% | 23:37 | 16:34 | 20:02 | 21:32 | 24:33 | 37:50 | 04:31 | 03:20 |
 | Tidehunter | 17 | 5.21% | 55.3 | 58.82% | +11.89% | +16.18% | +16.18% | 0.00% | 36:51 | 28:45 | 31:03 | 35:35 | 41:53 | 54:14 | 10:50 | 08:01 |
 | Lina | 15 | 4.87% | 53.2 | 46.67% | -2.48% | -21.67% | -21.67% | 0.00% | 33:12 | 24:00 | 26:45 | 32:21 | 34:46 | 50:13 | 08:01 | 05:56 |
 | Brewmaster | 2 | 1.22% | 51.1 | 100.00% | +54.94% | 0.00% | 0.00% | 0.00% | 59:13 | 47:45 | 47:45 | 1:10:40 | 1:10:40 | 1:10:40 | 22:55 | 16:58 |
 | Venomancer | 5 | 5.15% | 48.9 | 60.00% | +7.83% | +40.00% | -60.00% | 0.00% | 34:15 | 23:05 | 23:05 | 35:06 | 36:18 | 44:19 | 13:13 | 09:47 |
 | Dawnbreaker | 2 | 0.60% | 46.8 | 100.00% | +55.42% | 0.00% | 0.00% | 0.00% | 53:49 | 50:32 | 50:32 | 57:05 | 57:05 | 57:05 | 06:33 | 04:51 |
 | Snapfire | 2 | 0.29% | 44.7 | 100.00% | +51.29% | 0.00% | 0.00% | 0.00% | 34:17 | 31:10 | 31:10 | 37:24 | 37:24 | 37:24 | 06:14 | 04:37 |
 | Mars | 2 | 0.26% | 42.6 | 100.00% | +52.05% | 0.00% | 0.00% | 0.00% | 46:09 | 35:50 | 35:50 | 56:27 | 56:27 | 56:27 | 20:37 | 15:16 |
 | Dark Seer | 4 | 3.48% | 40.4 | 50.00% | -0.45% | +50.00% | -50.00% | 0.00% | 41:14 | 34:12 | 34:12 | 34:24 | 42:34 | 53:44 | 08:22 | 06:11 |
 | Alchemist | 1 | 0.85% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 00:00 | 00:00 |
 | Dazzle | 1 | 0.62% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 00:00 | 00:00 |
 | Jakiro | 1 | 0.56% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 00:00 | 00:00 |
 | Batrider | 4 | 1.43% | 31.9 | 50.00% | +1.45% | -50.00% | -50.00% | 0.00% | 38:32 | 36:23 | 36:23 | 36:37 | 39:08 | 42:01 | 02:45 | 02:02 |
 | Visage | 1 | 0.44% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Medusa | 1 | 0.37% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:43 | 28:43 | 28:43 | 28:43 | 28:43 | 28:43 | 00:00 | 00:00 |
 | Wraith King | 1 | 0.33% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:55 | 46:55 | 46:55 | 46:55 | 46:55 | 46:55 | 00:00 | 00:00 |
 | Viper | 6 | 2.43% | 23.4 | 33.33% | -17.29% | -33.33% | +66.67% | 0.00% | 32:36 | 21:36 | 27:05 | 29:57 | 36:08 | 48:01 | 09:03 | 06:42 |
 | Centaur Warrunner | 2 | 2.11% | 21.3 | 50.00% | +6.99% | +50.00% | 0.00% | 0.00% | 40:04 | 33:33 | 33:33 | 46:34 | 46:34 | 46:34 | 13:01 | 09:38 |
 | Nature's Prophet | 2 | 1.09% | 19.1 | 50.00% | +0.55% | -50.00% | 0.00% | 0.00% | 32:41 | 28:15 | 28:15 | 37:06 | 37:06 | 37:06 | 08:51 | 06:33 |
 | Kunkka | 8 | 1.86% | 17.0 | 25.00% | -26.06% | +25.00% | -25.00% | 0.00% | 37:37 | 25:50 | 31:02 | 37:22 | 39:01 | 54:37 | 07:59 | 05:54 |
 | Enchantress | 2 | 0.54% | 14.9 | 50.00% | -0.82% | -50.00% | 0.00% | 0.00% | 49:57 | 43:34 | 43:34 | 56:20 | 56:20 | 56:20 | 12:46 | 09:27 |
 | Marci | 1 | 0.22% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:02 | 59:02 | 59:02 | 59:02 | 59:02 | 59:02 | 00:00 | 00:00 |
 | Mirana | 1 | 0.31% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 00:00 | 00:00 |
 | Spirit Breaker | 1 | 0.41% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 00:00 | 00:00 |
 | Shadow Fiend | 1 | 0.51% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:05 | 30:05 | 30:05 | 30:05 | 30:05 | 30:05 | 00:00 | 00:00 |
 | Beastmaster | 1 | 0.28% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 00:00 | 00:00 |
 | Broodmother | 1 | 0.77% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 00:00 | 00:00 |