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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 | |
 | Force Staff | 620 | 15.35% | 79.3 | 55.16% | +10.21% | +2.90% | -6.77% | -0.96% | 27:20 | 11:13 | 21:51 | 26:08 | 31:54 | 56:30 | 07:26 |
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 | |
 | Techies | 3 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 27:52 | 25:01 | 25:01 | 26:42 | 31:54 | 31:54 | 06:53 | 05:05 |
 | Ancient Apparition | 1 | 100.00% | 98.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 00:00 | 00:00 |
 | Skywrath Mage | 19 | 34.55% | 97.3 | 78.95% | +28.95% | +1.05% | +1.05% | 0.00% | 31:54 | 20:11 | 25:19 | 30:08 | 33:58 | 55:23 | 08:39 | 06:24 |
 | Earthshaker | 1 | 50.00% | 95.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 00:00 | 00:00 |
 | Treant Protector | 15 | 31.91% | 94.5 | 80.00% | +17.50% | +20.00% | -30.00% | -3.62% | 29:31 | 17:53 | 20:57 | 28:52 | 34:46 | 46:22 | 13:49 | 10:14 |
 | Nyx Assassin | 7 | 28.00% | 93.2 | 85.71% | +24.60% | +14.29% | +14.29% | 0.00% | 30:27 | 17:51 | 24:20 | 28:17 | 31:12 | 46:05 | 06:52 | 05:05 |
 | Bane | 5 | 9.26% | 91.8 | 100.00% | +48.98% | 0.00% | 0.00% | 0.00% | 24:09 | 15:38 | 15:38 | 22:00 | 22:12 | 43:17 | 06:34 | 04:51 |
 | Keeper of the Light | 25 | 39.68% | 90.4 | 68.00% | +15.37% | -1.33% | -18.00% | -1.93% | 21:04 | 11:42 | 16:36 | 18:40 | 25:13 | 40:21 | 08:37 | 06:22 |
 | Undying | 2 | 20.00% | 89.0 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 26:37 | 19:57 | 19:57 | 33:17 | 33:17 | 33:17 | 13:20 | 09:52 |
 | Sand King | 3 | 10.34% | 87.7 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 23:53 | 17:30 | 17:30 | 25:45 | 28:23 | 28:23 | 10:53 | 08:03 |
 | Viper | 27 | 48.21% | 86.3 | 59.26% | +21.33% | -2.12% | +12.17% | 1.60% | 26:13 | 16:34 | 20:17 | 24:52 | 29:13 | 50:18 | 08:56 | 06:37 |
 | Tiny | 73 | 37.63% | 84.9 | 57.53% | +7.94% | +14.69% | -24.20% | -7.96% | 27:29 | 15:50 | 24:07 | 26:27 | 29:00 | 45:27 | 04:53 | 03:37 |
 | Outworld Destroyer | 1 | 33.33% | 83.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:14 | 33:14 | 33:14 | 33:14 | 33:14 | 33:14 | 00:00 | 00:00 |
 | Enchantress | 49 | 74.24% | 82.2 | 53.06% | +17.77% | -19.73% | -3.06% | 3.43% | 22:02 | 13:39 | 18:47 | 20:47 | 23:39 | 37:09 | 04:52 | 03:36 |
 | Drow Ranger | 2 | 100.00% | 80.8 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 21:39 | 15:50 | 15:50 | 27:28 | 27:28 | 27:28 | 11:38 | 08:37 |
 | Winter Wyvern | 12 | 21.43% | 79.5 | 66.67% | +16.67% | -33.34% | 0.00% | 2.26% | 31:24 | 19:22 | 22:13 | 28:35 | 36:58 | 51:14 | 14:45 | 10:55 |
 | Warlock | 21 | 43.75% | 78.1 | 57.14% | +5.29% | +2.86% | +2.86% | 0.00% | 30:22 | 18:37 | 23:48 | 29:50 | 33:45 | 41:12 | 09:57 | 07:22 |
 | Grimstroke | 16 | 26.23% | 76.7 | 62.50% | +20.28% | +12.50% | -12.50% | -2.16% | 32:08 | 21:57 | 25:52 | 31:40 | 37:27 | 45:05 | 11:35 | 08:34 |
 | Luna | 4 | 26.67% | 75.3 | 75.00% | +2.27% | +25.00% | +25.00% | 0.00% | 28:45 | 20:48 | 20:48 | 26:41 | 30:55 | 36:34 | 10:07 | 07:29 |
 | Phoenix | 3 | 6.52% | 74.0 | 100.00% | +60.47% | 0.00% | 0.00% | 0.00% | 25:42 | 23:06 | 23:06 | 26:36 | 27:24 | 27:24 | 04:18 | 03:11 |
 | Templar Assassin | 25 | 45.45% | 72.6 | 52.00% | +2.00% | -2.00% | -2.00% | 0.00% | 31:52 | 18:53 | 25:53 | 32:16 | 36:47 | 46:24 | 10:54 | 08:04 |
 | Snapfire | 48 | 50.00% | 71.2 | 47.92% | +6.25% | +27.08% | -14.59% | -7.23% | 23:13 | 12:44 | 19:20 | 21:53 | 25:06 | 46:07 | 05:46 | 04:16 |
 | Jakiro | 19 | 63.33% | 69.9 | 47.37% | +1.92% | +12.63% | -7.37% | -2.20% | 27:18 | 16:49 | 22:43 | 27:32 | 31:49 | 37:39 | 09:06 | 06:44 |
 | Medusa | 10 | 22.73% | 68.5 | 60.00% | -1.76% | +40.00% | -10.00% | -5.91% | 32:04 | 24:20 | 26:34 | 34:12 | 35:02 | 38:08 | 08:28 | 06:16 |
 | Batrider | 6 | 19.35% | 67.1 | 66.67% | +22.67% | +33.33% | +33.33% | 0.00% | 31:46 | 24:04 | 28:13 | 29:14 | 32:40 | 45:51 | 04:27 | 03:17 |
 | Hoodwink | 15 | 30.00% | 65.8 | 53.33% | +16.19% | -3.33% | +21.67% | 4.17% | 24:44 | 16:35 | 21:56 | 23:49 | 27:56 | 40:02 | 06:00 | 04:26 |
 | Death Prophet | 5 | 6.67% | 64.4 | 80.00% | +25.71% | +20.00% | +20.00% | 0.00% | 27:57 | 22:30 | 22:30 | 25:39 | 33:07 | 34:12 | 10:37 | 07:51 |
 | Necrophos | 5 | 35.71% | 63.0 | 60.00% | +15.56% | +40.00% | -60.00% | 0.00% | 17:21 | 11:13 | 11:13 | 15:00 | 23:55 | 24:32 | 12:42 | 09:24 |
 | Lion | 5 | 35.71% | 61.6 | 60.00% | +4.44% | -60.00% | -60.00% | 0.00% | 35:27 | 28:57 | 28:57 | 32:58 | 41:32 | 42:43 | 12:35 | 09:19 |
 | Clockwerk | 25 | 36.76% | 60.3 | 48.00% | +6.14% | -14.67% | -14.67% | 0.00% | 24:41 | 14:34 | 20:07 | 24:12 | 28:48 | 39:42 | 08:41 | 06:25 |
 | Abaddon | 5 | 33.33% | 58.9 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 30:20 | 25:19 | 25:19 | 27:03 | 33:26 | 40:31 | 08:07 | 06:00 |
 | Witch Doctor | 6 | 54.55% | 57.5 | 50.00% | +10.00% | +50.00% | -50.00% | -24.29% | 23:54 | 16:48 | 20:57 | 22:42 | 25:04 | 33:58 | 04:07 | 03:02 |
 | Dark Seer | 1 | 20.00% | 56.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 00:00 | 00:00 |
 | Sniper | 8 | 47.06% | 54.8 | 50.00% | -5.56% | 0.00% | 0.00% | 0.00% | 22:44 | 15:40 | 17:49 | 20:31 | 27:26 | 29:16 | 09:37 | 07:07 |
 | Crystal Maiden | 12 | 36.36% | 53.4 | 50.00% | +7.14% | +16.67% | +16.67% | 0.00% | 25:12 | 19:48 | 22:16 | 25:27 | 26:26 | 30:48 | 04:10 | 03:05 |
 | Doom | 4 | 11.76% | 52.1 | 75.00% | +21.67% | -75.00% | +25.00% | 0.00% | 38:19 | 32:52 | 32:52 | 37:22 | 40:26 | 42:36 | 07:34 | 05:36 |
 | Pugna | 11 | 50.00% | 50.7 | 45.45% | +27.27% | +21.22% | +21.22% | 0.00% | 26:16 | 16:08 | 18:27 | 24:58 | 28:23 | 42:01 | 09:56 | 07:21 |
 | Zeus | 11 | 15.28% | 49.3 | 54.55% | -1.19% | +12.12% | +12.12% | 0.00% | 30:24 | 17:40 | 22:19 | 30:52 | 34:41 | 47:53 | 12:22 | 09:09 |
 | Rubick | 10 | 21.74% | 47.9 | 50.00% | -2.78% | +16.67% | -50.00% | -4.63% | 30:37 | 16:01 | 22:32 | 29:31 | 36:56 | 45:08 | 14:24 | 10:40 |
 | Clinkz | 1 | 14.29% | 46.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 00:00 | 00:00 |
 | Windranger | 6 | 26.09% | 45.2 | 50.00% | +8.82% | 0.00% | -50.00% | -4.16% | 32:48 | 22:37 | 24:27 | 31:26 | 36:28 | 48:30 | 12:01 | 08:54 |
 | Sven | 1 | 10.00% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:42 | 33:42 | 33:42 | 33:42 | 33:42 | 33:42 | 00:00 | 00:00 |
 | Mirana | 12 | 24.49% | 42.5 | 41.67% | -9.68% | -8.34% | -8.34% | 0.00% | 25:30 | 19:28 | 21:55 | 25:15 | 28:22 | 32:29 | 06:27 | 04:46 |
 | Ogre Magi | 5 | 45.45% | 41.1 | 40.00% | -10.00% | -40.00% | +60.00% | 23.26% | 28:33 | 23:22 | 23:22 | 26:57 | 27:40 | 39:26 | 04:18 | 03:11 |
 | Tidehunter | 1 | 8.33% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 00:00 | 00:00 |
 | Shadow Shaman | 6 | 15.38% | 38.4 | 50.00% | +4.55% | 0.00% | +50.00% | 0.00% | 28:39 | 21:41 | 25:37 | 25:59 | 31:46 | 40:46 | 06:09 | 04:33 |
 | Venomancer | 2 | 40.00% | 37.0 | 50.00% | -16.67% | +50.00% | 0.00% | -4.68% | 22:23 | 17:02 | 17:02 | 27:43 | 27:43 | 27:43 | 10:41 | 07:54 |
 | Chen | 1 | 7.14% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 00:00 | 00:00 |
 | Weaver | 3 | 6.98% | 34.2 | 66.67% | +1.67% | -66.67% | 0.00% | 0.00% | 33:03 | 29:15 | 29:15 | 29:24 | 40:29 | 40:29 | 11:14 | 08:19 |
 | Pudge | 1 | 4.76% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:48 | 24:48 | 24:48 | 24:48 | 24:48 | 24:48 | 00:00 | 00:00 |
 | Disruptor | 2 | 25.00% | 31.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 20:10 | 20:03 | 20:03 | 20:17 | 20:17 | 20:17 | 00:14 | 00:10 |
 | Silencer | 4 | 66.67% | 30.1 | 25.00% | -25.00% | +75.00% | -25.00% | -9.36% | 28:32 | 20:49 | 20:49 | 21:39 | 31:30 | 40:11 | 10:41 | 07:54 |
 | Tusk | 1 | 2.63% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 00:00 | 00:00 |
 | Kunkka | 1 | 2.38% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 00:00 | 00:00 |
 | Lich | 4 | 44.44% | 26.0 | 25.00% | -15.00% | +75.00% | -25.00% | 0.00% | 31:56 | 18:16 | 18:16 | 27:25 | 34:41 | 47:20 | 16:25 | 12:09 |
 | Marci | 5 | 4.00% | 24.7 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 30:27 | 21:47 | 21:47 | 28:10 | 33:37 | 45:18 | 11:50 | 08:45 |
 | Brewmaster | 2 | 6.25% | 23.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 20:36 | 12:26 | 12:26 | 28:46 | 28:46 | 28:46 | 16:20 | 12:05 |
 | Centaur Warrunner | 3 | 13.04% | 21.9 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 25:54 | 24:14 | 24:14 | 26:20 | 27:09 | 27:09 | 02:55 | 02:09 |
 | Razor | 2 | 2.94% | 20.5 | 50.00% | +10.61% | -50.00% | 0.00% | 0.00% | 40:09 | 39:15 | 39:15 | 41:03 | 41:03 | 41:03 | 01:48 | 01:20 |
 | Morphling | 4 | 12.50% | 19.2 | 25.00% | -17.86% | -25.00% | -25.00% | 0.00% | 35:12 | 30:39 | 30:39 | 33:15 | 34:37 | 42:18 | 03:58 | 02:56 |
 | Terrorblade | 3 | 5.36% | 17.8 | 33.33% | -6.29% | -33.33% | 0.00% | 0.00% | 40:17 | 29:24 | 29:24 | 34:57 | 56:30 | 56:30 | 27:06 | 20:04 |
 | Dazzle | 7 | 35.00% | 16.4 | 14.29% | -16.48% | +35.71% | -14.29% | -6.96% | 32:47 | 28:30 | 28:37 | 31:02 | 35:48 | 37:43 | 07:11 | 05:19 |
 | Dawnbreaker | 5 | 3.65% | 15.1 | 0.00% | -42.42% | 0.00% | 0.00% | 0.00% | 28:40 | 18:51 | 18:51 | 27:32 | 30:00 | 43:01 | 11:09 | 08:15 |
 | Underlord | 2 | 7.14% | 13.7 | 0.00% | -57.69% | 0.00% | 0.00% | 0.00% | 32:07 | 22:56 | 22:56 | 41:18 | 41:18 | 41:18 | 18:22 | 13:36 |
 | Gyrocopter | 2 | 22.22% | 12.3 | 0.00% | -28.57% | 0.00% | 0.00% | 0.00% | 40:49 | 37:19 | 37:19 | 44:18 | 44:18 | 44:18 | 06:59 | 05:10 |
 | Earth Spirit | 1 | 3.57% | 11.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 00:00 | 00:00 |
 | Puck | 1 | 0.79% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 00:00 | 00:00 |
 | Invoker | 2 | 7.41% | 8.2 | 0.00% | -44.00% | 0.00% | 0.00% | 0.00% | 30:55 | 18:17 | 18:17 | 43:33 | 43:33 | 43:33 | 25:16 | 18:42 |
 | Alchemist | 2 | 4.76% | 6.8 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 38:31 | 28:04 | 28:04 | 48:57 | 48:57 | 48:57 | 20:53 | 15:28 |
 | Dragon Knight | 3 | 3.03% | 5.5 | 0.00% | -43.75% | 0.00% | 0.00% | 0.00% | 27:47 | 18:10 | 18:10 | 32:11 | 32:59 | 32:59 | 14:49 | 10:58 |
 | Beastmaster | 1 | 1.23% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:55 | 20:55 | 20:55 | 20:55 | 20:55 | 20:55 | 00:00 | 00:00 |
 | Lina | 2 | 7.41% | 2.7 | 0.00% | -56.00% | 0.00% | 0.00% | 0.00% | 24:05 | 14:25 | 14:25 | 33:45 | 33:45 | 33:45 | 19:20 | 14:19 |
 | Shadow Demon | 2 | 20.00% | 1.4 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 21:57 | 17:49 | 17:49 | 26:04 | 26:04 | 26:04 | 08:15 | 06:06 |