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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 | 204 | 5.37% | 85.1 | 62.25% | +13.98% | +0.50% | +0.50% | 0.00% | 39:18 | 21:32 | 32:45 | 38:01 | 45:37 | 1:22:30 | 09:31 |
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 | |
 | Spirit Breaker | 2 | 40.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 49:02 | 42:49 | 42:49 | 55:14 | 55:14 | 55:14 | 12:25 | 09:11 |
 | Enigma | 2 | 33.33% | 97.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:10 | 35:37 | 35:37 | 42:43 | 42:43 | 42:43 | 07:06 | 05:15 |
 | Pangolier | 6 | 6.19% | 95.6 | 100.00% | +49.45% | 0.00% | 0.00% | 0.00% | 42:31 | 31:21 | 34:05 | 35:27 | 40:49 | 1:13:03 | 06:44 | 04:59 |
 | Doom | 7 | 35.00% | 93.3 | 71.43% | +25.28% | -21.43% | +28.57% | 0.00% | 38:28 | 29:56 | 36:12 | 39:48 | 39:50 | 46:20 | 03:38 | 02:41 |
 | Mars | 35 | 27.78% | 91.1 | 62.86% | +20.00% | +37.14% | -18.42% | -10.32% | 37:51 | 28:18 | 34:01 | 36:45 | 39:24 | 51:13 | 05:23 | 03:59 |
 | Invoker | 6 | 13.64% | 88.9 | 83.33% | +43.86% | +16.67% | -83.33% | 0.00% | 43:36 | 32:16 | 39:51 | 44:44 | 47:42 | 51:54 | 07:51 | 05:48 |
 | Terrorblade | 6 | 12.00% | 86.7 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 46:41 | 41:01 | 42:58 | 43:21 | 53:03 | 53:35 | 10:05 | 07:28 |
 | Razor | 32 | 80.00% | 84.4 | 53.13% | +40.63% | +21.87% | -3.13% | -5.51% | 26:39 | 21:32 | 23:20 | 25:07 | 27:52 | 39:17 | 04:32 | 03:21 |
 | Queen of Pain | 3 | 8.57% | 82.2 | 100.00% | +53.12% | 0.00% | 0.00% | 0.00% | 42:46 | 30:39 | 30:39 | 41:52 | 55:46 | 55:46 | 25:07 | 18:36 |
 | Ember Spirit | 9 | 9.57% | 80.0 | 77.78% | +31.90% | +22.22% | +22.22% | 0.00% | 44:41 | 36:40 | 39:10 | 43:53 | 50:24 | 52:46 | 11:14 | 08:19 |
 | Storm Spirit | 9 | 8.57% | 77.8 | 77.78% | +23.61% | +22.22% | +22.22% | 0.00% | 45:36 | 37:13 | 38:59 | 45:47 | 48:54 | 55:04 | 09:55 | 07:20 |
 | Bloodseeker | 4 | 19.05% | 75.6 | 75.00% | +39.71% | +25.00% | -75.00% | -18.29% | 38:53 | 33:41 | 33:41 | 35:31 | 39:09 | 47:10 | 05:28 | 04:02 |
 | Faceless Void | 4 | 13.33% | 73.3 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 42:44 | 36:40 | 36:40 | 40:14 | 43:59 | 50:03 | 07:19 | 05:25 |
 | Brewmaster | 8 | 47.06% | 71.1 | 50.00% | +5.56% | 0.00% | 0.00% | 0.00% | 32:50 | 22:38 | 29:26 | 33:41 | 34:46 | 42:12 | 05:20 | 03:57 |
 | Death Prophet | 5 | 4.42% | 68.9 | 80.00% | +35.56% | +20.00% | +20.00% | 0.00% | 41:28 | 37:37 | 37:37 | 39:31 | 45:57 | 46:28 | 08:20 | 06:10 |
 | Void Spirit | 2 | 6.25% | 66.7 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 43:51 | 36:45 | 36:45 | 50:57 | 50:57 | 50:57 | 14:12 | 10:31 |
 | Axe | 1 | 16.67% | 64.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:41 | 47:41 | 47:41 | 47:41 | 47:41 | 47:41 | 00:00 | 00:00 |
 | Shadow Shaman | 2 | 3.39% | 62.2 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 47:44 | 45:30 | 45:30 | 49:58 | 49:58 | 49:58 | 04:28 | 03:18 |
 | Tidehunter | 14 | 31.11% | 60.0 | 42.86% | +10.60% | +7.14% | -9.53% | -1.61% | 34:58 | 27:40 | 29:31 | 33:04 | 39:52 | 48:20 | 10:21 | 07:40 |
 | Windranger | 1 | 11.11% | 57.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:36 | 44:36 | 44:36 | 44:36 | 44:36 | 44:36 | 00:00 | 00:00 |
 | Chen | 1 | 9.09% | 55.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 00:00 | 00:00 |
 | Zeus | 3 | 75.00% | 53.3 | 33.33% | +33.33% | -33.33% | 0.00% | 0.00% | 37:52 | 36:39 | 36:39 | 38:07 | 38:51 | 38:51 | 02:12 | 01:37 |
 | Wraith King | 3 | 7.69% | 51.1 | 66.67% | +13.89% | +33.33% | 0.00% | 0.00% | 53:35 | 45:37 | 45:37 | 55:28 | 59:41 | 59:41 | 14:04 | 10:25 |
 | Huskar | 1 | 5.26% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:58 | 40:58 | 40:58 | 40:58 | 40:58 | 40:58 | 00:00 | 00:00 |
 | Ursa | 1 | 4.55% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 00:00 | 00:00 |
 | Batrider | 5 | 25.00% | 44.4 | 40.00% | -6.67% | +60.00% | -40.00% | 0.00% | 39:34 | 34:45 | 34:45 | 36:32 | 43:08 | 47:56 | 08:23 | 06:12 |
 | Phantom Assassin | 1 | 3.57% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:46 | 52:46 | 52:46 | 52:46 | 52:46 | 52:46 | 00:00 | 00:00 |
 | Treant Protector | 1 | 3.23% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:40 | 1:10:40 | 1:10:40 | 1:10:40 | 1:10:40 | 1:10:40 | 00:00 | 00:00 |
 | Necrophos | 1 | 2.78% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:54 | 46:54 | 46:54 | 46:54 | 46:54 | 46:54 | 00:00 | 00:00 |
 | Phoenix | 5 | 17.24% | 35.6 | 40.00% | -1.67% | -40.00% | +60.00% | 17.34% | 30:41 | 26:59 | 26:59 | 32:35 | 32:45 | 33:54 | 05:46 | 04:16 |
 | Dark Seer | 2 | 20.00% | 33.3 | 50.00% | -12.50% | +50.00% | 0.00% | 0.00% | 32:34 | 27:45 | 27:45 | 37:22 | 37:22 | 37:22 | 09:37 | 07:07 |
 | Templar Assassin | 1 | 1.08% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 0.92% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 00:00 | 00:00 |
 | Sand King | 1 | 0.75% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:51 | 46:51 | 46:51 | 46:51 | 46:51 | 46:51 | 00:00 | 00:00 |
 | Lina | 2 | 4.76% | 24.4 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 46:32 | 43:17 | 43:17 | 49:46 | 49:46 | 49:46 | 06:29 | 04:48 |
 | Kunkka | 3 | 7.14% | 22.2 | 33.33% | -7.70% | -33.33% | 0.00% | 0.00% | 44:03 | 34:55 | 34:55 | 47:12 | 50:03 | 50:03 | 15:08 | 11:12 |
 | Monkey King | 5 | 9.09% | 20.0 | 20.00% | -36.00% | -20.00% | -20.00% | 0.00% | 44:29 | 36:26 | 36:26 | 39:51 | 43:13 | 1:05:53 | 06:47 | 05:01 |
 | Medusa | 1 | 1.37% | 17.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:09 | 45:09 | 45:09 | 45:09 | 45:09 | 45:09 | 00:00 | 00:00 |
 | Magnus | 1 | 12.50% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 |
 | Pugna | 1 | 1.41% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:22:30 | 1:22:30 | 1:22:30 | 1:22:30 | 1:22:30 | 1:22:30 | 00:00 | 00:00 |
 | Lone Druid | 1 | 8.33% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:45 | 58:45 | 58:45 | 58:45 | 58:45 | 58:45 | 00:00 | 00:00 |
 | Grimstroke | 1 | 1.32% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 00:00 | 00:00 |
 | Tiny | 2 | 1.68% | 6.7 | 0.00% | -49.57% | 0.00% | 0.00% | 0.00% | 1:08:46 | 1:08:10 | 1:08:10 | 1:09:22 | 1:09:22 | 1:09:22 | 01:12 | 00:53 |
 | Puck | 1 | 2.50% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:12 | 45:12 | 45:12 | 45:12 | 45:12 | 45:12 | 00:00 | 00:00 |
 | Silencer | 1 | 25.00% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 |