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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 | 371 | 1.73% | 88.4 | 66.04% | +16.55% | +8.15% | -5.82% | 0.00% | 44:55 | 21:50 | 37:20 | 43:19 | 50:42 | 1:42:18 | 09:54 |
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 | |
 | Phoenix | 40 | 8.68% | 100.0 | 77.50% | +25.72% | +2.50% | +2.50% | 0.00% | 38:44 | 21:50 | 31:02 | 38:08 | 41:44 | 1:11:57 | 10:42 | 07:55 |
 | Doom | 52 | 32.30% | 98.0 | 69.23% | +25.19% | 0.00% | 0.00% | 0.00% | 37:34 | 27:43 | 32:09 | 36:31 | 39:51 | 55:41 | 07:42 | 05:42 |
 | Razor | 18 | 14.06% | 96.0 | 72.22% | +15.86% | -32.22% | +2.78% | 2.14% | 38:47 | 23:33 | 30:45 | 38:08 | 47:07 | 55:36 | 16:22 | 12:07 |
 | Ember Spirit | 20 | 6.78% | 94.0 | 75.00% | +27.73% | +5.00% | +5.00% | 0.00% | 44:34 | 33:58 | 37:47 | 43:57 | 49:08 | 57:16 | 11:21 | 08:24 |
 | Invoker | 23 | 9.96% | 92.0 | 69.57% | +16.69% | +13.76% | -2.90% | -1.62% | 43:31 | 31:29 | 37:29 | 40:40 | 47:45 | 1:07:00 | 10:16 | 07:36 |
 | Enigma | 17 | 14.53% | 90.0 | 64.71% | +16.71% | +10.29% | +35.29% | 1.48% | 44:09 | 31:15 | 33:36 | 40:17 | 50:29 | 1:05:44 | 16:53 | 12:30 |
 | Terrorblade | 20 | 8.73% | 88.0 | 65.00% | +9.50% | +15.00% | -25.00% | 0.00% | 52:10 | 38:56 | 44:01 | 48:18 | 58:50 | 1:13:14 | 14:49 | 10:58 |
 | Dark Seer | 11 | 6.25% | 86.0 | 72.73% | +24.85% | -72.73% | +27.27% | 0.00% | 48:36 | 44:17 | 45:00 | 48:15 | 50:33 | 54:17 | 05:33 | 04:06 |
 | Tidehunter | 24 | 8.03% | 84.0 | 58.33% | +6.69% | -8.33% | -8.33% | 0.00% | 39:11 | 24:47 | 34:19 | 40:01 | 43:19 | 55:21 | 09:00 | 06:40 |
 | Mars | 7 | 1.19% | 82.0 | 85.71% | +38.64% | +14.29% | +14.29% | 0.00% | 49:45 | 42:57 | 43:33 | 47:21 | 49:53 | 1:01:52 | 06:20 | 04:41 |
 | Puck | 17 | 2.67% | 80.0 | 64.71% | +10.75% | +10.29% | -39.71% | 0.00% | 49:30 | 31:14 | 43:37 | 49:54 | 54:54 | 1:05:07 | 11:17 | 08:21 |
 | Monkey King | 8 | 3.28% | 78.0 | 75.00% | +23.73% | +25.00% | -25.00% | 0.00% | 51:06 | 35:49 | 41:22 | 48:29 | 54:12 | 1:15:56 | 12:50 | 09:30 |
 | Death Prophet | 16 | 4.20% | 76.0 | 62.50% | +11.82% | -37.50% | +37.50% | 0.00% | 50:44 | 34:42 | 43:18 | 47:52 | 55:08 | 1:09:16 | 11:50 | 08:45 |
 | Winter Wyvern | 3 | 1.70% | 74.0 | 100.00% | +51.45% | 0.00% | 0.00% | 0.00% | 47:14 | 35:13 | 35:13 | 47:14 | 59:15 | 59:15 | 24:02 | 17:48 |
 | Shadow Fiend | 4 | 8.70% | 72.0 | 75.00% | +32.14% | +25.00% | +25.00% | 0.00% | 41:15 | 32:30 | 32:30 | 40:28 | 44:18 | 47:42 | 11:48 | 08:44 |
 | Zeus | 8 | 32.00% | 70.0 | 50.00% | +14.71% | +50.00% | 0.00% | -4.33% | 35:03 | 25:01 | 27:03 | 34:18 | 38:36 | 45:28 | 11:33 | 08:33 |
 | Brewmaster | 4 | 4.76% | 68.0 | 75.00% | +30.00% | +25.00% | +25.00% | 0.00% | 39:29 | 35:48 | 35:48 | 36:01 | 42:05 | 44:00 | 06:17 | 04:39 |
 | Wraith King | 3 | 0.75% | 66.0 | 100.00% | +47.49% | 0.00% | 0.00% | 0.00% | 56:24 | 37:20 | 37:20 | 55:59 | 1:15:54 | 1:15:54 | 38:34 | 28:34 |
 | Spectre | 2 | 1.44% | 64.0 | 100.00% | +53.28% | 0.00% | 0.00% | 0.00% | 47:15 | 41:40 | 41:40 | 52:50 | 52:50 | 52:50 | 11:10 | 08:16 |
 | Batrider | 4 | 1.85% | 62.0 | 75.00% | +27.36% | +25.00% | +25.00% | 0.00% | 53:25 | 41:41 | 41:41 | 47:04 | 58:30 | 1:06:23 | 16:49 | 12:27 |
 | Luna | 7 | 3.63% | 60.0 | 57.14% | +9.83% | -7.14% | +42.86% | 0.00% | 45:25 | 36:27 | 37:47 | 45:41 | 49:50 | 52:00 | 12:03 | 08:55 |
 | Beastmaster | 4 | 1.47% | 58.0 | 75.00% | +17.16% | -75.00% | +25.00% | 0.00% | 43:51 | 41:10 | 41:10 | 44:28 | 44:29 | 45:17 | 03:19 | 02:27 |
 | Warlock | 5 | 4.46% | 56.0 | 60.00% | +12.34% | +40.00% | -60.00% | 0.00% | 44:50 | 28:55 | 28:55 | 47:52 | 49:04 | 1:03:17 | 20:09 | 14:55 |
 | Lina | 5 | 1.93% | 54.0 | 60.00% | +12.36% | +40.00% | +40.00% | 0.00% | 43:28 | 38:56 | 38:56 | 40:28 | 42:01 | 56:25 | 03:05 | 02:17 |
 | Queen of Pain | 3 | 2.65% | 52.0 | 66.67% | +15.76% | -66.67% | 0.00% | 0.00% | 47:11 | 41:55 | 41:55 | 49:04 | 50:35 | 50:35 | 08:40 | 06:25 |
 | Earthshaker | 3 | 1.81% | 50.0 | 66.67% | +9.00% | +33.33% | 0.00% | 0.00% | 52:46 | 38:46 | 38:46 | 42:59 | 1:16:33 | 1:16:33 | 37:47 | 27:59 |
 | Centaur Warrunner | 6 | 1.92% | 48.0 | 50.00% | -1.31% | +50.00% | -50.00% | 0.00% | 55:23 | 46:51 | 48:29 | 50:36 | 58:36 | 1:12:12 | 10:07 | 07:29 |
 | Anti-Mage | 1 | 1.25% | 46.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:07 | 54:07 | 54:07 | 54:07 | 54:07 | 54:07 | 00:00 | 00:00 |
 | Magnus | 9 | 7.32% | 44.0 | 33.33% | -23.69% | +66.67% | -33.33% | 0.00% | 43:17 | 30:58 | 33:22 | 43:56 | 51:16 | 55:43 | 17:54 | 13:15 |
 | Treant Protector | 1 | 0.89% | 42.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:24 | 56:24 | 56:24 | 56:24 | 56:24 | 56:24 | 00:00 | 00:00 |
 | Underlord | 1 | 0.80% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 00:00 | 00:00 |
 | Gyrocopter | 1 | 0.56% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:48 | 51:48 | 51:48 | 51:48 | 51:48 | 51:48 | 00:00 | 00:00 |
 | Shadow Shaman | 1 | 0.42% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:59 | 36:59 | 36:59 | 36:59 | 36:59 | 36:59 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 0.37% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:10 | 1:02:10 | 1:02:10 | 1:02:10 | 1:02:10 | 1:02:10 | 00:00 | 00:00 |
 | Lion | 1 | 0.18% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:37:16 | 1:37:16 | 1:37:16 | 1:37:16 | 1:37:16 | 1:37:16 | 00:00 | 00:00 |
 | Sven | 2 | 2.50% | 30.0 | 50.00% | -5.13% | -50.00% | 0.00% | 0.00% | 56:18 | 50:58 | 50:58 | 1:01:37 | 1:01:37 | 1:01:37 | 10:39 | 07:53 |
 | Outworld Destroyer | 2 | 1.74% | 28.0 | 50.00% | +8.41% | +50.00% | 0.00% | 0.00% | 54:01 | 41:13 | 41:13 | 1:06:49 | 1:06:49 | 1:06:49 | 25:36 | 18:57 |
 | Bloodseeker | 2 | 1.10% | 26.0 | 50.00% | +2.78% | +50.00% | 0.00% | 0.00% | 50:06 | 48:20 | 48:20 | 51:52 | 51:52 | 51:52 | 03:32 | 02:37 |
 | Void Spirit | 3 | 0.61% | 24.0 | 33.33% | -12.90% | +66.67% | 0.00% | 0.00% | 60:59 | 50:08 | 50:08 | 1:05:32 | 1:07:16 | 1:07:16 | 17:08 | 12:41 |
 | Medusa | 1 | 0.41% | 22.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:25:09 | 1:25:09 | 1:25:09 | 1:25:09 | 1:25:09 | 1:25:09 | 00:00 | 00:00 |
 | Alchemist | 1 | 0.89% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:42 | 51:42 | 51:42 | 51:42 | 51:42 | 51:42 | 00:00 | 00:00 |
 | Arc Warden | 1 | 2.33% | 18.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:42:18 | 1:42:18 | 1:42:18 | 1:42:18 | 1:42:18 | 1:42:18 | 00:00 | 00:00 |
 | Ancient Apparition | 1 | 0.34% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:30 | 1:03:30 | 1:03:30 | 1:03:30 | 1:03:30 | 1:03:30 | 00:00 | 00:00 |
 | Pangolier | 1 | 0.33% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:36:14 | 1:36:14 | 1:36:14 | 1:36:14 | 1:36:14 | 1:36:14 | 00:00 | 00:00 |
 | Grimstroke | 1 | 0.22% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 00:00 | 00:00 |
 | Viper | 1 | 0.51% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:35 | 1:09:35 | 1:09:35 | 1:09:35 | 1:09:35 | 1:09:35 | 00:00 | 00:00 |
 | Kunkka | 1 | 0.88% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:09 | 55:09 | 55:09 | 55:09 | 55:09 | 55:09 | 00:00 | 00:00 |
 | Phantom Assassin | 1 | 0.53% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:24 | 54:24 | 54:24 | 54:24 | 54:24 | 54:24 | 00:00 | 00:00 |
 | Juggernaut | 1 | 0.35% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:36 | 1:13:36 | 1:13:36 | 1:13:36 | 1:13:36 | 1:13:36 | 00:00 | 00:00 |
 | Ursa | 2 | 0.80% | 2.0 | 0.00% | -45.97% | 0.00% | 0.00% | 0.00% | 52:30 | 35:00 | 35:00 | 1:10:00 | 1:10:00 | 1:10:00 | 35:00 | 25:55 |