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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 | |
 | Aether Lens | 1067 | 10.65% | 88.4 | 60.45% | +13.78% | -8.39% | +1.72% | 0.73% | 28:01 | 08:05 | 20:13 | 26:53 | 34:01 | 1:13:00 | 10:13 |
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 | |
 | Puck | 109 | 29.70% | 100.0 | 73.39% | +24.94% | +15.50% | -6.72% | -3.41% | 35:37 | 24:18 | 31:46 | 35:09 | 38:17 | 1:04:57 | 06:31 | 04:49 |
 | Bane | 64 | 58.72% | 98.3 | 71.88% | +34.10% | +3.12% | -9.38% | -1.57% | 25:58 | 17:09 | 20:57 | 24:21 | 28:55 | 51:52 | 07:58 | 05:54 |
 | Void Spirit | 22 | 11.70% | 96.7 | 77.27% | +37.51% | +6.06% | +2.73% | 0.00% | 40:36 | 28:36 | 34:27 | 39:07 | 45:30 | 59:28 | 11:03 | 08:11 |
 | Enigma | 29 | 17.79% | 95.0 | 72.41% | +14.20% | +13.30% | +13.30% | 0.00% | 22:26 | 08:05 | 10:48 | 19:14 | 32:08 | 43:42 | 21:20 | 15:48 |
 | Jakiro | 18 | 27.27% | 93.3 | 72.22% | +34.72% | -12.22% | -22.22% | -0.96% | 25:59 | 15:20 | 20:12 | 24:22 | 30:35 | 46:58 | 10:23 | 07:41 |
 | Winter Wyvern | 36 | 16.74% | 91.7 | 69.44% | +20.28% | -2.77% | -2.77% | 0.00% | 29:17 | 18:21 | 21:48 | 28:06 | 34:11 | 57:19 | 12:23 | 09:10 |
 | Skywrath Mage | 37 | 33.04% | 90.0 | 64.86% | +28.86% | +12.92% | -9.30% | -3.26% | 22:09 | 14:43 | 18:12 | 20:06 | 25:01 | 43:53 | 06:49 | 05:02 |
 | Marci | 140 | 43.89% | 88.3 | 60.00% | +18.66% | -11.43% | +2.86% | 1.35% | 24:18 | 12:35 | 18:19 | 22:15 | 28:53 | 48:29 | 10:34 | 07:49 |
 | Keeper of the Light | 41 | 28.08% | 86.7 | 63.41% | +14.84% | -13.41% | -13.41% | 0.00% | 30:59 | 19:39 | 26:10 | 29:08 | 34:24 | 1:13:00 | 08:14 | 06:05 |
 | Beastmaster | 19 | 9.90% | 85.0 | 73.68% | +17.61% | +6.32% | +6.32% | 0.00% | 35:33 | 24:53 | 28:35 | 34:33 | 38:29 | 54:14 | 09:54 | 07:20 |
 | Dragon Knight | 13 | 8.18% | 83.3 | 76.92% | +33.77% | -10.25% | +23.08% | 1.56% | 37:09 | 11:05 | 25:28 | 37:07 | 46:49 | 53:17 | 21:21 | 15:48 |
 | Arc Warden | 1 | 33.33% | 81.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 00:00 | 00:00 |
 | Zeus | 113 | 59.16% | 80.0 | 53.98% | +11.67% | -3.98% | -0.41% | 0.34% | 27:21 | 08:23 | 21:07 | 25:15 | 31:39 | 1:11:25 | 10:32 | 07:48 |
 | Batrider | 46 | 44.66% | 78.3 | 56.52% | +12.66% | +18.48% | -29.25% | -6.31% | 29:22 | 14:21 | 25:51 | 28:15 | 33:25 | 46:45 | 07:34 | 05:36 |
 | Rubick | 93 | 77.50% | 76.7 | 51.61% | +14.57% | +9.26% | +0.56% | -1.52% | 20:09 | 13:36 | 16:27 | 18:37 | 22:11 | 42:17 | 05:44 | 04:14 |
 | Dazzle | 26 | 22.22% | 75.0 | 61.54% | +17.58% | -4.40% | -11.54% | -0.53% | 32:57 | 13:11 | 26:02 | 32:40 | 39:38 | 53:37 | 13:36 | 10:04 |
 | Oracle | 8 | 44.44% | 73.3 | 62.50% | +2.50% | -12.50% | +37.50% | 15.23% | 25:06 | 20:48 | 22:13 | 24:05 | 25:30 | 33:30 | 03:17 | 02:25 |
 | Ogre Magi | 3 | 6.52% | 71.7 | 100.00% | +39.53% | 0.00% | 0.00% | 0.00% | 28:39 | 25:19 | 25:19 | 29:33 | 31:04 | 31:04 | 05:45 | 04:15 |
 | Witch Doctor | 2 | 11.76% | 70.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 46:05 | 37:24 | 37:24 | 54:46 | 54:46 | 54:46 | 17:22 | 12:51 |
 | Shadow Demon | 12 | 66.67% | 68.3 | 50.00% | +33.33% | +16.67% | -16.67% | -5.42% | 20:01 | 13:05 | 15:59 | 17:23 | 22:08 | 31:03 | 06:09 | 04:33 |
 | Bounty Hunter | 1 | 25.00% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 00:00 | 00:00 |
 | Shadow Shaman | 37 | 46.25% | 65.0 | 48.65% | +11.44% | +6.91% | +6.91% | 0.00% | 23:08 | 13:02 | 16:13 | 19:20 | 27:14 | 45:05 | 11:01 | 08:09 |
 | Vengeful Spirit | 4 | 16.67% | 63.3 | 75.00% | +40.00% | +25.00% | +25.00% | 0.00% | 24:55 | 22:17 | 22:17 | 23:27 | 25:31 | 28:25 | 03:14 | 02:23 |
 | Lion | 4 | 15.38% | 61.7 | 75.00% | +38.64% | +25.00% | -75.00% | 0.00% | 27:16 | 22:00 | 22:00 | 24:07 | 29:14 | 33:44 | 07:14 | 05:21 |
 | Weaver | 3 | 3.13% | 60.0 | 100.00% | +52.69% | 0.00% | 0.00% | 0.00% | 35:58 | 31:21 | 31:21 | 34:53 | 41:41 | 41:41 | 10:20 | 07:39 |
 | Hoodwink | 61 | 59.80% | 58.3 | 39.34% | -9.44% | +7.33% | +0.66% | -0.81% | 23:11 | 16:02 | 18:41 | 21:35 | 26:55 | 48:22 | 08:14 | 06:05 |
 | Pangolier | 7 | 5.00% | 56.7 | 71.43% | +24.06% | +28.57% | -21.43% | 0.00% | 38:37 | 32:15 | 33:02 | 38:28 | 39:09 | 50:03 | 06:07 | 04:31 |
 | Grimstroke | 26 | 26.00% | 55.0 | 46.15% | +4.26% | -17.58% | -12.82% | 0.39% | 29:33 | 16:14 | 23:10 | 27:51 | 35:23 | 52:30 | 12:13 | 09:02 |
 | Earthshaker | 14 | 37.84% | 53.3 | 42.86% | -4.97% | +32.14% | -9.53% | -5.17% | 35:17 | 21:53 | 29:22 | 35:19 | 37:26 | 52:29 | 08:04 | 05:58 |
 | Broodmother | 1 | 12.50% | 51.7 | 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 |
 | Magnus | 4 | 36.36% | 50.0 | 50.00% | +7.14% | -50.00% | -50.00% | 0.00% | 27:45 | 23:59 | 23:59 | 24:19 | 30:00 | 32:43 | 06:01 | 04:27 |
 | Nyx Assassin | 2 | 2.78% | 48.3 | 100.00% | +44.29% | 0.00% | 0.00% | 0.00% | 44:10 | 30:36 | 30:36 | 57:43 | 57:43 | 57:43 | 27:07 | 20:05 |
 | Pugna | 5 | 12.20% | 46.7 | 60.00% | +26.67% | +40.00% | +40.00% | 0.00% | 26:24 | 19:10 | 19:10 | 24:20 | 25:13 | 41:45 | 06:03 | 04:28 |
 | Timbersaw | 2 | 1.50% | 45.0 | 100.00% | +55.73% | 0.00% | 0.00% | 0.00% | 31:11 | 29:29 | 29:29 | 32:52 | 32:52 | 32:52 | 03:23 | 02:30 |
 | Death Prophet | 2 | 1.23% | 43.3 | 100.00% | +46.58% | 0.00% | 0.00% | 0.00% | 39:06 | 32:27 | 32:27 | 45:44 | 45:44 | 45:44 | 13:17 | 09:50 |
 | Mars | 2 | 1.02% | 41.7 | 100.00% | +47.18% | 0.00% | 0.00% | 0.00% | 30:20 | 22:59 | 22:59 | 37:40 | 37:40 | 37:40 | 14:41 | 10:52 |
 | Underlord | 3 | 4.84% | 40.0 | 66.67% | +17.52% | -66.67% | 0.00% | 0.00% | 47:25 | 27:33 | 27:33 | 52:52 | 1:01:51 | 1:01:51 | 34:18 | 25:24 |
 | Dark Willow | 2 | 25.00% | 38.3 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 35:55 | 34:52 | 34:52 | 36:58 | 36:58 | 36:58 | 02:06 | 01:33 |
 | Techies | 2 | 25.00% | 36.7 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 33:47 | 23:25 | 23:25 | 44:09 | 44:09 | 44:09 | 20:44 | 15:21 |
 | Phantom Lancer | 4 | 10.00% | 35.0 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 28:17 | 19:48 | 19:48 | 24:16 | 32:19 | 36:46 | 12:31 | 09:16 |
 | Necrophos | 1 | 2.17% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 00:00 | 00:00 |
 | Luna | 1 | 2.04% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 1.67% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 00:00 | 00:00 |
 | Tiny | 6 | 1.24% | 28.3 | 50.00% | -2.82% | 0.00% | -50.00% | 0.00% | 50:30 | 21:09 | 36:50 | 51:51 | 1:02:59 | 1:09:40 | 26:09 | 19:22 |
 | Mirana | 1 | 1.14% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:44 | 58:44 | 58:44 | 58:44 | 58:44 | 58:44 | 00:00 | 00:00 |
 | Doom | 1 | 0.83% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 00:00 | 00:00 |
 | Warlock | 1 | 0.78% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 00:00 | 00:00 |
 | Viper | 1 | 0.68% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:54 | 37:54 | 37:54 | 37:54 | 37:54 | 37:54 | 00:00 | 00:00 |
 | Tusk | 5 | 4.85% | 20.0 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 37:03 | 32:03 | 32:03 | 37:22 | 41:41 | 41:45 | 09:38 | 07:08 |
 | Ember Spirit | 1 | 0.57% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 |
 | Venomancer | 2 | 6.06% | 16.7 | 50.00% | +1.61% | +50.00% | 0.00% | 0.00% | 28:11 | 22:59 | 22:59 | 33:23 | 33:23 | 33:23 | 10:24 | 07:42 |
 | Lina | 8 | 13.79% | 15.0 | 25.00% | -27.00% | +25.00% | -25.00% | 0.00% | 16:35 | 12:10 | 12:29 | 15:50 | 18:48 | 19:38 | 06:19 | 04:40 |
 | Invoker | 2 | 3.70% | 13.3 | 50.00% | +7.69% | -50.00% | 0.00% | 0.00% | 42:11 | 36:56 | 36:56 | 47:26 | 47:26 | 47:26 | 10:30 | 07:46 |
 | Pudge | 2 | 3.08% | 11.7 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 26:06 | 20:56 | 20:56 | 31:16 | 31:16 | 31:16 | 10:20 | 07:39 |
 | Crystal Maiden | 3 | 4.41% | 10.0 | 33.33% | -2.05% | +66.67% | 0.00% | 0.00% | 28:42 | 27:07 | 27:07 | 27:50 | 31:10 | 31:10 | 04:03 | 03:00 |
 | Windranger | 4 | 7.02% | 8.3 | 25.00% | -18.40% | +75.00% | -25.00% | 0.00% | 45:21 | 30:04 | 30:04 | 38:45 | 54:00 | 58:34 | 23:56 | 17:43 |
 | Chaos Knight | 3 | 2.61% | 6.7 | 33.33% | -13.10% | -33.33% | 0.00% | 0.00% | 27:13 | 21:06 | 21:06 | 25:05 | 35:27 | 35:27 | 14:21 | 10:37 |
 | Snapfire | 4 | 1.63% | 5.0 | 25.00% | -25.41% | -25.00% | +75.00% | 0.00% | 42:08 | 38:13 | 38:13 | 41:17 | 43:52 | 45:08 | 05:39 | 04:11 |
 | Lich | 1 | 5.26% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 00:00 | 00:00 |
 | Abaddon | 1 | 2.86% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 |