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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 | |
 | Refresher Orb | 218 | 5.22% | 85.4 | 63.30% | +15.19% | +13.06% | -11.45% | -1.67% | 46:34 | 23:53 | 38:24 | 46:09 | 53:06 | 1:17:16 | 10:53 |
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 | |
 | Pudge | 10 | 43.48% | 100.0 | 80.00% | +26.15% | +20.00% | +20.00% | 0.00% | 39:57 | 32:44 | 35:13 | 38:19 | 44:27 | 48:25 | 09:14 | 06:50 |
 | Monkey King | 8 | 19.05% | 97.9 | 87.50% | +40.44% | +12.50% | -37.50% | -4.01% | 47:14 | 38:17 | 38:18 | 43:15 | 50:46 | 1:04:13 | 12:28 | 09:14 |
 | Silencer | 11 | 17.74% | 95.8 | 81.82% | +36.72% | +18.18% | -15.15% | -1.96% | 37:54 | 23:53 | 27:48 | 37:14 | 44:49 | 53:17 | 17:01 | 12:36 |
 | Enigma | 8 | 36.36% | 93.8 | 75.00% | +17.86% | -25.00% | +25.00% | 2.87% | 50:28 | 37:07 | 40:12 | 45:57 | 57:39 | 1:03:24 | 17:27 | 12:55 |
 | Primal Beast | 9 | 13.85% | 91.7 | 77.78% | +33.14% | +22.22% | +22.22% | 0.00% | 48:52 | 32:14 | 37:32 | 46:21 | 58:42 | 1:15:12 | 21:10 | 15:40 |
 | Ember Spirit | 12 | 10.81% | 89.6 | 75.00% | +23.48% | -8.33% | -41.67% | -4.25% | 46:05 | 40:06 | 41:26 | 44:21 | 49:17 | 53:58 | 07:51 | 05:48 |
 | Batrider | 11 | 14.86% | 87.5 | 72.73% | +28.29% | -6.06% | -6.06% | 0.00% | 45:46 | 35:22 | 37:47 | 48:31 | 51:38 | 57:17 | 13:51 | 10:15 |
 | Ursa | 3 | 4.76% | 85.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 49:56 | 38:59 | 38:59 | 55:12 | 55:36 | 55:36 | 16:37 | 12:18 |
 | Treant Protector | 14 | 8.86% | 83.3 | 64.29% | +13.60% | -14.29% | +2.38% | 1.34% | 47:33 | 31:06 | 39:28 | 47:17 | 51:53 | 1:12:02 | 12:25 | 09:11 |
 | Brewmaster | 2 | 9.52% | 81.3 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 42:28 | 38:23 | 38:23 | 46:32 | 46:32 | 46:32 | 08:09 | 06:02 |
 | Zeus | 4 | 14.81% | 79.2 | 75.00% | +53.26% | +25.00% | +25.00% | 0.00% | 46:20 | 38:37 | 38:37 | 43:24 | 50:54 | 52:23 | 12:17 | 09:05 |
 | Tidehunter | 2 | 7.69% | 77.1 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 31:14 | 29:49 | 29:49 | 32:39 | 32:39 | 32:39 | 02:50 | 02:05 |
 | Snapfire | 3 | 2.61% | 75.0 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 49:57 | 38:15 | 38:15 | 44:47 | 1:06:48 | 1:06:48 | 28:33 | 21:08 |
 | Dragon Knight | 2 | 6.45% | 72.9 | 100.00% | +72.41% | 0.00% | 0.00% | 0.00% | 37:55 | 37:25 | 37:25 | 38:24 | 38:24 | 38:24 | 00:59 | 00:43 |
 | Mars | 22 | 34.92% | 70.8 | 45.45% | +11.30% | +54.55% | -45.45% | -11.83% | 38:39 | 30:45 | 33:12 | 35:31 | 41:39 | 58:10 | 08:27 | 06:15 |
 | Phoenix | 6 | 10.71% | 68.8 | 66.67% | +20.67% | -16.67% | -66.67% | -3.93% | 52:43 | 38:48 | 47:48 | 51:53 | 60:32 | 1:01:46 | 12:44 | 09:25 |
 | Shadow Fiend | 2 | 4.44% | 66.7 | 100.00% | +58.14% | 0.00% | 0.00% | 0.00% | 50:31 | 44:46 | 44:46 | 56:16 | 56:16 | 56:16 | 11:30 | 08:31 |
 | Doom | 16 | 28.57% | 64.6 | 43.75% | +11.25% | +31.25% | -18.75% | -3.48% | 44:20 | 33:10 | 36:00 | 40:40 | 50:22 | 1:07:15 | 14:22 | 10:38 |
 | Storm Spirit | 3 | 14.29% | 62.5 | 66.67% | +27.78% | +33.33% | 0.00% | 0.00% | 49:58 | 46:38 | 46:38 | 49:21 | 53:54 | 53:54 | 07:16 | 05:22 |
 | Templar Assassin | 3 | 12.00% | 60.4 | 66.67% | +7.58% | +33.33% | 0.00% | 0.00% | 44:48 | 35:23 | 35:23 | 49:09 | 49:52 | 49:52 | 14:29 | 10:43 |
 | Bloodseeker | 3 | 10.34% | 58.3 | 66.67% | +28.21% | +33.33% | 0.00% | 0.00% | 44:06 | 36:37 | 36:37 | 45:22 | 50:19 | 50:19 | 13:42 | 10:08 |
 | Terrorblade | 6 | 14.29% | 56.3 | 50.00% | -8.33% | 0.00% | -50.00% | 0.00% | 43:46 | 37:27 | 37:55 | 41:14 | 46:54 | 54:11 | 08:59 | 06:39 |
 | Faceless Void | 7 | 24.14% | 54.2 | 42.86% | -7.14% | +7.14% | -42.86% | 0.00% | 44:35 | 37:30 | 39:13 | 44:54 | 46:44 | 54:45 | 07:31 | 05:34 |
 | Slark | 3 | 8.11% | 52.1 | 66.67% | +19.61% | +33.33% | 0.00% | 0.00% | 53:25 | 47:53 | 47:53 | 48:22 | 1:04:01 | 1:04:01 | 16:08 | 11:57 |
 | Lina | 5 | 4.76% | 50.0 | 60.00% | +6.00% | -60.00% | -60.00% | 0.00% | 53:34 | 49:48 | 49:48 | 52:26 | 54:50 | 59:52 | 05:02 | 03:43 |
 | Beastmaster | 6 | 9.68% | 47.9 | 50.00% | +8.93% | 0.00% | +50.00% | 0.00% | 47:03 | 38:20 | 39:04 | 47:56 | 54:01 | 54:48 | 14:57 | 11:04 |
 | Invoker | 4 | 14.29% | 45.8 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 51:22 | 43:35 | 43:35 | 50:47 | 51:08 | 59:58 | 07:33 | 05:35 |
 | Spectre | 1 | 4.17% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:37 | 1:06:37 | 1:06:37 | 1:06:37 | 1:06:37 | 1:06:37 | 00:00 | 00:00 |
 | Dawnbreaker | 1 | 4.17% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:12 | 42:12 | 42:12 | 42:12 | 42:12 | 42:12 | 00:00 | 00:00 |
 | Kunkka | 1 | 3.57% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:42 | 48:42 | 48:42 | 48:42 | 48:42 | 48:42 | 00:00 | 00:00 |
 | Puck | 1 | 2.94% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:45 | 51:45 | 51:45 | 51:45 | 51:45 | 51:45 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 2.50% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 00:00 | 00:00 |
 | Drow Ranger | 1 | 1.85% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:06 | 57:06 | 57:06 | 57:06 | 57:06 | 57:06 | 00:00 | 00:00 |
 | Marci | 1 | 1.79% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:26 | 50:26 | 50:26 | 50:26 | 50:26 | 50:26 | 00:00 | 00:00 |
 | Leshrac | 1 | 1.72% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:23 | 1:03:23 | 1:03:23 | 1:03:23 | 1:03:23 | 1:03:23 | 00:00 | 00:00 |
 | Pangolier | 1 | 0.99% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:29 | 59:29 | 59:29 | 59:29 | 59:29 | 59:29 | 00:00 | 00:00 |
 | Tusk | 1 | 0.60% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:17:16 | 1:17:16 | 1:17:16 | 1:17:16 | 1:17:16 | 1:17:16 | 00:00 | 00:00 |
 | Nature's Prophet | 5 | 4.24% | 22.9 | 40.00% | -13.98% | -40.00% | -40.00% | 0.00% | 1:03:54 | 49:50 | 49:50 | 1:01:38 | 1:12:08 | 1:15:51 | 22:18 | 16:31 |
 | Naga Siren | 2 | 4.35% | 20.8 | 50.00% | -6.82% | -50.00% | 0.00% | 0.00% | 1:07:21 | 1:04:15 | 1:04:15 | 1:10:27 | 1:10:27 | 1:10:27 | 06:12 | 04:35 |
 | Magnus | 4 | 11.43% | 18.8 | 25.00% | -23.39% | +75.00% | -25.00% | 0.00% | 38:07 | 32:15 | 32:15 | 38:53 | 39:57 | 41:22 | 07:42 | 05:42 |
 | Death Prophet | 3 | 2.50% | 16.7 | 33.33% | -16.24% | +66.67% | 0.00% | 0.00% | 57:30 | 54:33 | 54:33 | 57:17 | 60:41 | 60:41 | 06:08 | 04:32 |
 | Razor | 1 | 10.00% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 00:00 | 00:00 |
 | Dark Seer | 1 | 3.23% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:21 | 54:21 | 54:21 | 54:21 | 54:21 | 54:21 | 00:00 | 00:00 |
 | Morphling | 2 | 4.44% | 10.4 | 0.00% | -53.49% | 0.00% | 0.00% | 0.00% | 57:43 | 46:37 | 46:37 | 1:08:48 | 1:08:48 | 1:08:48 | 22:11 | 16:25 |
 | Queen of Pain | 1 | 8.33% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:39 | 43:39 | 43:39 | 43:39 | 43:39 | 43:39 | 00:00 | 00:00 |
 | Viper | 1 | 5.00% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:01 | 59:01 | 59:01 | 59:01 | 59:01 | 59:01 | 00:00 | 00:00 |
 | Juggernaut | 1 | 25.00% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:18 | 46:18 | 46:18 | 46:18 | 46:18 | 46:18 | 00:00 | 00:00 |
 | Sven | 2 | 6.90% | 2.1 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 52:45 | 47:04 | 47:04 | 58:26 | 58:26 | 58:26 | 11:22 | 08:25 |