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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 | 454 | 11.24% | 95.0 | 60.57% | +14.21% | -9.69% | +4.03% | 1.00% | 26:58 | 08:05 | 18:58 | 25:13 | 32:38 | 1:11:25 | 10:07 |
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 | |
 | Bane | 32 | 59.26% | 100.0 | 78.13% | +55.40% | -3.13% | -3.13% | 0.00% | 25:51 | 18:46 | 22:08 | 25:50 | 28:22 | 37:56 | 06:14 | 04:37 |
 | Skywrath Mage | 24 | 43.64% | 97.8 | 79.17% | +34.01% | -12.50% | +4.16% | 3.72% | 21:09 | 14:43 | 17:54 | 19:52 | 22:23 | 43:53 | 04:29 | 03:19 |
 | Enigma | 17 | 25.37% | 95.7 | 82.35% | +28.35% | +17.65% | +17.65% | 0.00% | 22:49 | 08:05 | 10:18 | 15:27 | 33:40 | 43:38 | 23:22 | 17:18 |
 | Keeper of the Light | 17 | 26.98% | 93.5 | 76.47% | +24.30% | -1.47% | -26.47% | -4.98% | 29:51 | 20:45 | 26:10 | 29:05 | 31:11 | 40:14 | 05:01 | 03:42 |
 | Puck | 32 | 25.20% | 91.3 | 68.75% | +20.33% | +18.75% | -6.25% | -3.11% | 36:04 | 24:18 | 30:36 | 34:06 | 38:39 | 51:49 | 08:03 | 05:57 |
 | Marci | 59 | 47.20% | 89.1 | 57.63% | +15.21% | +9.04% | +15.70% | 0.94% | 22:24 | 12:35 | 17:10 | 20:04 | 24:13 | 43:04 | 07:03 | 05:13 |
 | Witch Doctor | 2 | 18.18% | 87.0 | 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 |
 | Void Spirit | 7 | 8.14% | 84.8 | 85.71% | +42.67% | +14.29% | +14.29% | 0.00% | 39:12 | 28:36 | 37:38 | 38:50 | 40:42 | 45:42 | 03:04 | 02:16 |
 | Magnus | 1 | 33.33% | 82.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 |
 | Rubick | 42 | 91.30% | 80.4 | 52.38% | +2.38% | +11.26% | -2.38% | -2.39% | 19:38 | 13:42 | 16:25 | 18:37 | 22:07 | 33:24 | 05:42 | 04:13 |
 | Zeus | 44 | 61.11% | 78.3 | 54.55% | -2.59% | -18.19% | +9.09% | 2.59% | 29:05 | 08:23 | 21:32 | 26:59 | 32:03 | 1:11:25 | 10:31 | 07:47 |
 | Beastmaster | 11 | 13.58% | 76.1 | 72.73% | +19.87% | -6.06% | -6.06% | 0.00% | 35:04 | 24:53 | 28:35 | 34:33 | 38:29 | 50:00 | 09:54 | 07:20 |
 | Winter Wyvern | 10 | 17.86% | 73.9 | 70.00% | +20.00% | +30.00% | +30.00% | 0.00% | 31:42 | 21:30 | 21:48 | 28:35 | 35:51 | 57:19 | 14:03 | 10:24 |
 | Lion | 4 | 28.57% | 71.7 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 27:16 | 22:00 | 22:00 | 24:07 | 29:14 | 33:44 | 07:14 | 05:21 |
 | Pangolier | 7 | 12.96% | 69.6 | 71.43% | +24.62% | +28.57% | -21.43% | -8.17% | 38:37 | 32:15 | 33:02 | 38:28 | 39:09 | 50:03 | 06:07 | 04:31 |
 | Shadow Shaman | 24 | 61.54% | 67.4 | 45.83% | -0.84% | +4.17% | -12.50% | -1.84% | 21:26 | 13:02 | 15:35 | 18:32 | 24:38 | 45:05 | 09:03 | 06:42 |
 | Nyx Assassin | 2 | 8.00% | 65.2 | 100.00% | +34.78% | 0.00% | 0.00% | 0.00% | 44:10 | 30:36 | 30:36 | 57:43 | 57:43 | 57:43 | 27:07 | 20:05 |
 | Jakiro | 9 | 30.00% | 63.0 | 55.56% | +12.70% | -5.56% | -5.56% | 0.00% | 28:19 | 15:20 | 17:04 | 30:00 | 31:18 | 46:58 | 14:14 | 10:32 |
 | Batrider | 9 | 29.03% | 60.9 | 55.56% | +10.11% | -5.56% | -55.56% | -5.36% | 29:01 | 18:46 | 23:18 | 27:25 | 32:38 | 41:11 | 09:20 | 06:54 |
 | Weaver | 2 | 4.65% | 58.7 | 100.00% | +36.59% | 0.00% | 0.00% | 0.00% | 38:17 | 34:53 | 34:53 | 41:41 | 41:41 | 41:41 | 06:48 | 05:02 |
 | Hoodwink | 30 | 60.00% | 56.5 | 36.67% | -13.33% | +13.33% | -22.38% | -6.23% | 22:21 | 16:02 | 18:31 | 21:07 | 24:15 | 35:43 | 05:44 | 04:14 |
 | Dragon Knight | 6 | 6.06% | 54.3 | 66.67% | +25.81% | -16.67% | +33.33% | 0.00% | 28:58 | 11:05 | 25:27 | 25:28 | 37:06 | 47:17 | 11:39 | 08:37 |
 | Mars | 2 | 1.80% | 52.2 | 100.00% | +47.71% | 0.00% | 0.00% | 0.00% | 30:20 | 22:59 | 22:59 | 37:40 | 37:40 | 37:40 | 14:41 | 10:52 |
 | Ogre Magi | 1 | 9.09% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 00:00 | 00:00 |
 | Underlord | 3 | 10.71% | 47.8 | 66.67% | +14.67% | -66.67% | 0.00% | 0.00% | 47:25 | 27:33 | 27:33 | 52:52 | 1:01:51 | 1:01:51 | 34:18 | 25:24 |
 | Grimstroke | 12 | 19.67% | 45.7 | 41.67% | -7.31% | -8.34% | +25.00% | 2.15% | 25:41 | 16:14 | 16:39 | 25:22 | 32:09 | 37:21 | 15:30 | 11:28 |
 | Necrophos | 1 | 7.14% | 43.5 | 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 |
 | Shadow Demon | 7 | 70.00% | 41.3 | 28.57% | +28.57% | +21.43% | -28.57% | -16.04% | 18:27 | 13:17 | 15:59 | 16:36 | 19:06 | 27:00 | 03:07 | 02:18 |
 | Pudge | 1 | 4.76% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 00:00 | 00:00 |
 | Dazzle | 5 | 25.00% | 37.0 | 40.00% | +20.00% | -40.00% | -40.00% | 0.00% | 25:41 | 18:42 | 18:42 | 25:18 | 26:01 | 36:37 | 07:19 | 05:25 |
 | Crystal Maiden | 1 | 3.03% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:07 | 27:07 | 27:07 | 27:07 | 27:07 | 27:07 | 00:00 | 00:00 |
 | Chaos Knight | 1 | 2.63% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 00:00 | 00:00 |
 | Timbersaw | 1 | 2.17% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 00:00 | 00:00 |
 | Warlock | 1 | 2.08% | 28.3 | 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 |
 | Mirana | 1 | 2.04% | 26.1 | 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 |
 | Viper | 1 | 1.79% | 23.9 | 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 |
 | Death Prophet | 1 | 1.33% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:27 | 32:27 | 32:27 | 32:27 | 32:27 | 32:27 | 00:00 | 00:00 |
 | Lina | 7 | 25.93% | 19.6 | 28.57% | -31.43% | +71.43% | -28.57% | -31.25% | 17:10 | 12:10 | 15:36 | 18:43 | 18:48 | 19:38 | 03:12 | 02:22 |
 | Tiny | 4 | 2.06% | 17.4 | 50.00% | -2.63% | -50.00% | -50.00% | 0.00% | 53:35 | 21:09 | 21:09 | 60:33 | 1:02:59 | 1:09:40 | 41:50 | 30:59 |
 | Pugna | 3 | 13.64% | 15.2 | 33.33% | +1.75% | -33.33% | 0.00% | 0.00% | 29:30 | 21:33 | 21:33 | 25:13 | 41:45 | 41:45 | 20:12 | 14:57 |
 | Snapfire | 2 | 2.08% | 13.0 | 50.00% | +5.32% | -50.00% | 0.00% | 0.00% | 41:41 | 38:13 | 38:13 | 45:08 | 45:08 | 45:08 | 06:55 | 05:07 |
 | Tusk | 3 | 7.89% | 10.9 | 33.33% | -12.38% | -33.33% | 0.00% | 0.00% | 37:02 | 32:03 | 32:03 | 37:22 | 41:41 | 41:41 | 09:38 | 07:08 |
 | Phantom Lancer | 1 | 7.14% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 00:00 | 00:00 |
 | Windranger | 2 | 8.70% | 6.5 | 0.00% | -47.62% | 0.00% | 0.00% | 0.00% | 48:40 | 38:45 | 38:45 | 58:34 | 58:34 | 58:34 | 19:49 | 14:40 |
 | Invoker | 1 | 3.70% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 00:00 | 00:00 |
 | Oracle | 1 | 33.33% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 00:00 | 00:00 |