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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 | |
 | Boots of Travel | 537 | 6.36% | 91.3 | 62.57% | +14.21% | -0.63% | +0.12% | 0.06% | 38:36 | 12:44 | 31:48 | 38:35 | 44:43 | 1:08:02 | 09:34 |
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 | |
 | Venomancer | 8 | 7.62% | 100.0 | 100.00% | +53.61% | 0.00% | 0.00% | 0.00% | 37:32 | 24:13 | 26:50 | 28:14 | 43:50 | 57:32 | 17:00 | 12:35 |
 | Timbersaw | 27 | 13.78% | 98.6 | 81.48% | +31.18% | +4.23% | -10.05% | -1.58% | 35:50 | 21:36 | 30:42 | 36:11 | 39:45 | 53:00 | 09:03 | 06:42 |
 | Grimstroke | 2 | 33.33% | 97.1 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 52:45 | 49:18 | 49:18 | 56:11 | 56:11 | 56:11 | 06:53 | 05:05 |
 | Techies | 22 | 5.43% | 95.7 | 81.82% | +28.30% | +1.51% | -21.82% | -2.52% | 45:24 | 29:14 | 40:50 | 47:14 | 50:05 | 59:01 | 09:15 | 06:51 |
 | Keeper of the Light | 13 | 9.15% | 94.3 | 84.62% | +34.23% | +15.38% | -17.95% | -1.70% | 38:29 | 20:48 | 25:33 | 41:17 | 45:06 | 58:27 | 19:33 | 14:28 |
 | Rubick | 13 | 5.96% | 92.9 | 84.62% | +44.62% | +15.38% | +15.38% | 0.00% | 48:58 | 27:18 | 37:40 | 50:22 | 58:27 | 1:01:50 | 20:47 | 15:23 |
 | Void Spirit | 16 | 5.50% | 91.4 | 81.25% | +30.70% | +18.75% | -6.25% | -3.54% | 41:17 | 27:04 | 38:28 | 41:58 | 45:32 | 53:20 | 07:04 | 05:14 |
 | Doom | 75 | 35.55% | 90.0 | 62.67% | +16.35% | +5.75% | -4.78% | -0.99% | 36:45 | 18:09 | 31:22 | 36:01 | 41:58 | 60:23 | 10:36 | 07:51 |
 | Axe | 12 | 28.57% | 88.6 | 66.67% | +16.67% | +33.33% | -33.34% | -5.81% | 34:54 | 18:46 | 30:12 | 34:30 | 41:41 | 45:25 | 11:29 | 08:30 |
 | Puck | 25 | 28.41% | 87.1 | 56.00% | +24.25% | -56.00% | +10.67% | 6.37% | 37:24 | 21:05 | 30:32 | 38:50 | 41:00 | 53:41 | 10:28 | 07:45 |
 | Lina | 6 | 75.00% | 85.7 | 50.00% | +50.00% | 0.00% | +50.00% | 4.44% | 35:26 | 27:45 | 28:34 | 37:43 | 39:50 | 40:19 | 11:16 | 08:20 |
 | Zeus | 5 | 45.45% | 84.3 | 60.00% | +10.00% | +40.00% | -60.00% | -12.63% | 29:01 | 21:29 | 21:29 | 27:17 | 29:24 | 40:21 | 07:55 | 05:51 |
 | Clinkz | 3 | 4.35% | 82.9 | 100.00% | +46.97% | 0.00% | 0.00% | 0.00% | 52:09 | 44:06 | 44:06 | 54:49 | 57:32 | 57:32 | 13:26 | 09:57 |
 | Shadow Demon | 8 | 6.06% | 81.4 | 75.00% | +23.39% | +25.00% | +25.00% | 0.00% | 45:24 | 36:43 | 36:52 | 41:58 | 50:17 | 55:40 | 13:25 | 09:56 |
 | Batrider | 104 | 37.82% | 80.0 | 46.15% | -3.56% | +11.54% | -7.69% | -2.08% | 35:43 | 12:44 | 31:15 | 35:29 | 40:29 | 58:07 | 09:14 | 06:50 |
 | Ember Spirit | 16 | 7.51% | 78.6 | 62.50% | +17.83% | +12.50% | -12.50% | -1.84% | 31:42 | 14:40 | 24:47 | 31:25 | 38:22 | 46:47 | 13:35 | 10:03 |
 | Naga Siren | 3 | 3.61% | 77.1 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 38:53 | 35:59 | 35:59 | 39:19 | 41:21 | 41:21 | 05:22 | 03:58 |
 | Windranger | 6 | 3.16% | 75.7 | 83.33% | +34.96% | -33.33% | +16.67% | 0.00% | 49:46 | 36:06 | 41:31 | 43:23 | 57:30 | 1:08:02 | 15:59 | 11:50 |
 | Leshrac | 5 | 35.71% | 74.3 | 60.00% | +37.78% | -60.00% | +40.00% | 0.00% | 31:14 | 19:41 | 19:41 | 34:15 | 37:03 | 37:42 | 17:22 | 12:51 |
 | Invoker | 11 | 68.75% | 72.9 | 45.45% | +5.45% | -12.12% | -12.12% | 0.00% | 35:02 | 21:04 | 28:52 | 36:38 | 38:49 | 46:01 | 09:57 | 07:22 |
 | Beastmaster | 11 | 4.98% | 71.4 | 63.64% | +1.26% | +36.36% | +36.36% | 0.00% | 39:42 | 14:52 | 35:49 | 38:28 | 47:16 | 55:14 | 11:27 | 08:28 |
 | Enigma | 2 | 5.26% | 70.0 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 35:47 | 27:20 | 27:20 | 44:14 | 44:14 | 44:14 | 16:54 | 12:31 |
 | Silencer | 3 | 1.55% | 68.6 | 100.00% | +51.31% | 0.00% | 0.00% | 0.00% | 46:40 | 38:34 | 38:34 | 47:04 | 54:22 | 54:22 | 15:48 | 11:42 |
 | Medusa | 5 | 2.59% | 67.1 | 80.00% | +25.21% | -80.00% | +20.00% | 0.00% | 41:41 | 25:32 | 25:32 | 44:49 | 46:49 | 48:36 | 21:17 | 15:45 |
 | Dark Willow | 4 | 6.78% | 65.7 | 75.00% | +33.18% | +25.00% | -75.00% | 0.00% | 44:54 | 31:14 | 31:14 | 42:19 | 44:49 | 1:01:13 | 13:35 | 10:03 |
 | Pangolier | 23 | 10.36% | 64.3 | 47.83% | -2.92% | -14.50% | -14.50% | 0.00% | 39:36 | 24:16 | 34:37 | 38:38 | 43:34 | 52:15 | 08:57 | 06:37 |
 | Mars | 2 | 3.70% | 62.9 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 40:06 | 35:38 | 35:38 | 44:34 | 44:34 | 44:34 | 08:56 | 06:37 |
 | Arc Warden | 7 | 46.67% | 61.4 | 42.86% | -32.14% | +57.14% | -42.86% | -7.99% | 32:51 | 22:41 | 24:39 | 33:46 | 37:10 | 41:58 | 12:31 | 09:16 |
 | Snapfire | 16 | 23.53% | 60.0 | 43.75% | +7.21% | +6.25% | -18.75% | -1.62% | 31:22 | 18:46 | 22:11 | 30:45 | 37:36 | 43:54 | 15:25 | 11:25 |
 | Ogre Magi | 1 | 12.50% | 58.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 00:00 | 00:00 |
 | Tidehunter | 2 | 2.78% | 57.1 | 100.00% | +48.57% | 0.00% | 0.00% | 0.00% | 42:42 | 42:04 | 42:04 | 43:19 | 43:19 | 43:19 | 01:15 | 00:55 |
 | Dark Seer | 4 | 4.12% | 55.7 | 75.00% | +22.31% | -75.00% | +25.00% | 0.00% | 56:57 | 45:05 | 45:05 | 57:38 | 60:04 | 1:05:02 | 14:59 | 11:05 |
 | Wraith King | 1 | 11.11% | 54.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 00:00 | 00:00 |
 | Oracle | 2 | 2.02% | 52.9 | 100.00% | +46.39% | 0.00% | 0.00% | 0.00% | 43:28 | 39:39 | 39:39 | 47:16 | 47:16 | 47:16 | 07:37 | 05:38 |
 | Queen of Pain | 2 | 1.71% | 51.4 | 100.00% | +42.61% | 0.00% | 0.00% | 0.00% | 42:52 | 32:04 | 32:04 | 53:39 | 53:39 | 53:39 | 21:35 | 15:59 |
 | Bloodseeker | 2 | 1.45% | 50.0 | 100.00% | +57.35% | 0.00% | 0.00% | 0.00% | 42:50 | 39:17 | 39:17 | 46:22 | 46:22 | 46:22 | 07:05 | 05:14 |
 | Elder Titan | 1 | 7.69% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 00:00 | 00:00 |
 | Pugna | 10 | 4.69% | 47.1 | 50.00% | -3.20% | -16.67% | 0.00% | 1.61% | 46:07 | 30:01 | 40:20 | 43:19 | 50:43 | 1:01:50 | 10:23 | 07:41 |
 | Storm Spirit | 2 | 1.01% | 45.7 | 100.00% | +48.47% | 0.00% | 0.00% | 0.00% | 42:08 | 34:09 | 34:09 | 50:07 | 50:07 | 50:07 | 15:58 | 11:49 |
 | Underlord | 5 | 4.67% | 44.3 | 60.00% | +8.04% | +40.00% | -60.00% | 0.00% | 45:48 | 35:53 | 35:53 | 46:44 | 47:22 | 52:57 | 11:29 | 08:30 |
 | Spirit Breaker | 2 | 0.78% | 42.9 | 100.00% | +54.12% | 0.00% | 0.00% | 0.00% | 42:34 | 41:53 | 41:53 | 43:14 | 43:14 | 43:14 | 01:21 | 01:00 |
 | Lifestealer | 1 | 4.76% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:05 | 16:05 | 16:05 | 16:05 | 16:05 | 16:05 | 00:00 | 00:00 |
 | Centaur Warrunner | 2 | 28.57% | 40.0 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 43:14 | 43:00 | 43:00 | 43:27 | 43:27 | 43:27 | 00:27 | 00:20 |
 | Anti-Mage | 1 | 3.57% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:04 | 45:04 | 45:04 | 45:04 | 45:04 | 45:04 | 00:00 | 00:00 |
 | Huskar | 2 | 25.00% | 37.1 | 50.00% | +33.33% | +50.00% | 0.00% | 0.00% | 36:23 | 33:06 | 33:06 | 39:39 | 39:39 | 39:39 | 06:33 | 04:51 |
 | Lycan | 1 | 3.33% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 00:00 | 00:00 |
 | Tiny | 1 | 3.33% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:03 | 47:03 | 47:03 | 47:03 | 47:03 | 47:03 | 00:00 | 00:00 |
 | Winter Wyvern | 5 | 20.00% | 32.9 | 40.00% | +5.00% | -40.00% | -40.00% | 0.00% | 31:33 | 21:20 | 21:20 | 31:14 | 40:55 | 41:26 | 19:35 | 14:30 |
 | Mirana | 3 | 2.14% | 31.4 | 66.67% | +15.58% | -66.67% | 0.00% | 0.00% | 47:04 | 37:20 | 37:20 | 42:02 | 1:01:50 | 1:01:50 | 24:30 | 18:08 |
 | Ursa | 1 | 2.27% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 00:00 | 00:00 |
 | Faceless Void | 1 | 1.61% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 |
 | Clockwerk | 1 | 1.45% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 1.08% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:04 | 52:04 | 52:04 | 52:04 | 52:04 | 52:04 | 00:00 | 00:00 |
 | Dragon Knight | 2 | 12.50% | 24.3 | 50.00% | +21.43% | +50.00% | 0.00% | 0.00% | 41:07 | 32:44 | 32:44 | 49:30 | 49:30 | 49:30 | 16:46 | 12:25 |
 | Ancient Apparition | 2 | 12.50% | 22.9 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 41:20 | 34:14 | 34:14 | 48:25 | 48:25 | 48:25 | 14:11 | 10:30 |
 | Viper | 3 | 30.00% | 21.4 | 33.33% | -9.53% | +66.67% | 0.00% | 0.00% | 37:47 | 28:13 | 28:13 | 41:26 | 43:42 | 43:42 | 15:29 | 11:28 |
 | Enchantress | 1 | 0.68% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 00:00 | 00:00 |
 | Skywrath Mage | 1 | 0.67% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:21 | 51:21 | 51:21 | 51:21 | 51:21 | 51:21 | 00:00 | 00:00 |
 | Morphling | 1 | 0.56% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 00:00 | 00:00 |
 | Lich | 5 | 3.76% | 15.7 | 40.00% | -14.69% | +60.00% | -40.00% | 0.00% | 44:05 | 39:03 | 39:03 | 44:48 | 46:01 | 47:46 | 06:58 | 05:09 |
 | Magnus | 1 | 0.40% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 00:00 | 00:00 |
 | Death Prophet | 3 | 14.29% | 12.9 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 39:40 | 31:29 | 31:29 | 39:39 | 47:51 | 47:51 | 16:22 | 12:07 |
 | Alchemist | 3 | 3.23% | 11.4 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 35:32 | 32:12 | 32:12 | 34:09 | 40:14 | 40:14 | 08:02 | 05:57 |
 | Witch Doctor | 1 | 3.85% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:50 | 47:50 | 47:50 | 47:50 | 47:50 | 47:50 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 1.39% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 00:00 | 00:00 |
 | Primal Beast | 2 | 4.55% | 7.1 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 42:27 | 40:22 | 40:22 | 44:31 | 44:31 | 44:31 | 04:09 | 03:04 |
 | Necrophos | 1 | 10.00% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 |
 | Undying | 1 | 0.65% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:28 | 1:04:28 | 1:04:28 | 1:04:28 | 1:04:28 | 1:04:28 | 00:00 | 00:00 |
 | Terrorblade | 1 | 0.57% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 2.94% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:42 | 54:42 | 54:42 | 54:42 | 54:42 | 54:42 | 00:00 | 00:00 |