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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 | 2621 | 25.52% | 59.7 | 53.45% | +13.52% | +1.82% | -4.44% | -0.64% | 26:25 | 11:23 | 20:55 | 25:23 | 30:42 | 1:10:19 | 07:14 |
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 | |
 | Arc Warden | 2 | 40.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 17:01 | 15:56 | 15:56 | 18:05 | 18:05 | 18:05 | 02:09 | 01:35 |
 | Bounty Hunter | 20 | 29.41% | 98.9 | 80.00% | +32.08% | 0.00% | -20.00% | -2.09% | 27:09 | 17:37 | 20:52 | 25:43 | 30:27 | 48:04 | 09:35 | 07:05 |
 | Dark Willow | 4 | 14.81% | 97.8 | 100.00% | +47.83% | 0.00% | 0.00% | 0.00% | 33:59 | 28:49 | 28:49 | 32:02 | 33:25 | 41:39 | 04:36 | 03:24 |
 | Venomancer | 18 | 54.55% | 96.7 | 72.22% | +18.89% | +7.78% | -22.22% | -4.13% | 22:17 | 14:21 | 18:37 | 21:23 | 25:53 | 33:04 | 07:16 | 05:22 |
 | Weaver | 3 | 20.00% | 95.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 33:43 | 26:20 | 26:20 | 35:13 | 39:36 | 39:36 | 13:16 | 09:49 |
 | Viper | 17 | 58.62% | 94.4 | 70.59% | +20.59% | +4.41% | +29.41% | 2.42% | 27:12 | 14:31 | 22:02 | 26:47 | 32:21 | 40:18 | 10:19 | 07:38 |
 | Templar Assassin | 68 | 62.39% | 93.3 | 63.24% | +26.65% | +7.35% | +7.35% | 0.00% | 28:55 | 17:26 | 24:38 | 28:08 | 33:28 | 45:15 | 08:50 | 06:32 |
 | Mirana | 135 | 50.56% | 92.2 | 62.96% | +8.41% | +13.51% | -7.08% | -1.96% | 28:03 | 13:55 | 21:45 | 27:58 | 32:15 | 58:20 | 10:30 | 07:46 |
 | Gyrocopter | 11 | 39.29% | 91.1 | 72.73% | +43.32% | +27.27% | -6.06% | -3.12% | 28:42 | 20:59 | 23:47 | 27:36 | 34:28 | 35:47 | 10:41 | 07:54 |
 | Oracle | 6 | 24.00% | 90.0 | 83.33% | +25.44% | +16.67% | +16.67% | 0.00% | 30:23 | 21:57 | 24:26 | 26:29 | 37:57 | 38:00 | 13:31 | 10:00 |
 | Terrorblade | 76 | 51.01% | 88.9 | 63.16% | +17.95% | +5.26% | 0.00% | -0.58% | 30:31 | 17:12 | 25:39 | 30:27 | 34:45 | 43:13 | 09:06 | 06:44 |
 | Lich | 19 | 42.22% | 87.8 | 68.42% | +18.42% | +31.58% | -28.42% | -6.24% | 27:01 | 16:46 | 21:33 | 25:08 | 31:10 | 48:04 | 09:37 | 07:07 |
 | Pugna | 31 | 52.54% | 86.7 | 64.52% | +14.52% | +10.48% | +10.48% | 0.00% | 23:52 | 13:08 | 18:01 | 22:10 | 28:23 | 41:07 | 10:22 | 07:40 |
 | Elder Titan | 13 | 39.39% | 85.6 | 69.23% | +24.23% | -2.56% | +30.77% | 2.17% | 32:59 | 22:09 | 24:37 | 30:38 | 39:59 | 46:54 | 15:22 | 11:22 |
 | Keeper of the Light | 96 | 64.43% | 84.4 | 59.38% | +17.87% | -21.88% | -5.21% | 2.27% | 22:00 | 11:49 | 17:51 | 21:03 | 25:11 | 45:54 | 07:20 | 05:25 |
 | Lion | 14 | 58.33% | 83.3 | 64.29% | +24.29% | -14.29% | +2.38% | 2.07% | 33:31 | 23:38 | 27:55 | 30:30 | 35:58 | 48:01 | 08:03 | 05:57 |
 | Grimstroke | 5 | 29.41% | 82.2 | 80.00% | +63.33% | +20.00% | +20.00% | 0.00% | 23:55 | 17:14 | 17:14 | 20:19 | 27:06 | 35:40 | 09:52 | 07:18 |
 | Morphling | 25 | 22.94% | 81.1 | 68.00% | +20.38% | -18.00% | -1.33% | 1.59% | 29:14 | 18:48 | 22:08 | 29:24 | 32:38 | 42:36 | 10:30 | 07:46 |
 | Silencer | 76 | 61.79% | 80.0 | 57.89% | +13.21% | +21.06% | -21.05% | -6.90% | 25:53 | 16:38 | 21:12 | 23:46 | 27:18 | 53:04 | 06:06 | 04:31 |
 | Luna | 37 | 58.73% | 78.9 | 59.46% | +21.00% | -3.90% | +18.32% | 3.11% | 26:18 | 16:14 | 21:22 | 24:18 | 28:30 | 39:31 | 07:08 | 05:17 |
 | Clockwerk | 131 | 53.04% | 77.8 | 57.25% | +7.25% | +3.36% | -11.80% | -2.10% | 24:50 | 14:18 | 20:10 | 23:01 | 27:24 | 60:10 | 07:14 | 05:21 |
 | Jakiro | 59 | 62.11% | 76.7 | 55.93% | +19.82% | +4.07% | +10.74% | 0.97% | 25:11 | 15:37 | 21:04 | 24:02 | 27:58 | 44:43 | 06:54 | 05:06 |
 | Crystal Maiden | 82 | 51.25% | 75.6 | 56.10% | +9.95% | +5.80% | +3.90% | -0.24% | 27:03 | 15:28 | 22:25 | 26:45 | 30:11 | 51:42 | 07:46 | 05:45 |
 | Disruptor | 139 | 35.10% | 74.4 | 56.12% | +4.37% | +6.74% | +3.88% | -0.37% | 27:27 | 14:38 | 22:33 | 26:18 | 30:14 | 52:08 | 07:41 | 05:41 |
 | Sniper | 44 | 89.80% | 73.3 | 52.27% | +32.27% | +20.46% | -15.91% | -6.57% | 20:25 | 13:11 | 16:48 | 19:56 | 22:20 | 31:18 | 05:32 | 04:05 |
 | Bane | 4 | 33.33% | 72.2 | 75.00% | +37.50% | -75.00% | +25.00% | 9.40% | 27:47 | 20:40 | 20:40 | 26:53 | 31:18 | 32:18 | 10:38 | 07:52 |
 | Undying | 96 | 43.64% | 71.1 | 54.17% | +13.85% | +12.50% | -16.67% | -3.22% | 28:33 | 16:07 | 22:37 | 26:40 | 31:40 | 52:21 | 09:03 | 06:42 |
 | Shadow Fiend | 58 | 59.18% | 70.0 | 53.45% | +5.95% | +6.55% | -10.59% | -2.30% | 24:56 | 13:27 | 20:44 | 22:36 | 28:12 | 1:04:02 | 07:28 | 05:31 |
 | Tiny | 121 | 46.01% | 68.9 | 52.07% | +5.59% | +24.60% | -25.40% | -10.49% | 28:58 | 18:51 | 26:07 | 27:58 | 30:53 | 45:51 | 04:46 | 03:31 |
 | Warlock | 4 | 28.57% | 67.8 | 75.00% | -5.00% | +25.00% | +25.00% | 0.00% | 26:02 | 20:59 | 20:59 | 21:51 | 26:02 | 35:14 | 05:03 | 03:44 |
 | Treant Protector | 36 | 38.30% | 66.7 | 55.56% | +19.35% | -22.23% | -11.12% | 0.80% | 31:59 | 17:30 | 23:58 | 31:34 | 37:49 | 56:38 | 13:51 | 10:15 |
 | Rubick | 257 | 55.51% | 65.6 | 48.64% | +3.49% | +7.61% | -3.33% | -1.31% | 24:12 | 12:54 | 19:10 | 22:20 | 27:30 | 55:54 | 08:20 | 06:10 |
 | Enchantress | 185 | 78.06% | 64.4 | 47.57% | +11.03% | +4.60% | -6.27% | -1.35% | 24:53 | 12:57 | 19:53 | 23:51 | 27:55 | 53:36 | 08:02 | 05:57 |
 | Chen | 3 | 6.25% | 63.3 | 100.00% | +51.11% | 0.00% | 0.00% | 0.00% | 32:04 | 27:50 | 27:50 | 31:05 | 37:16 | 37:16 | 09:26 | 06:59 |
 | Snapfire | 130 | 53.72% | 62.2 | 48.46% | +3.82% | +9.12% | -7.83% | -1.70% | 25:53 | 14:44 | 20:26 | 25:04 | 30:26 | 45:29 | 10:00 | 07:24 |
 | Invoker | 9 | 18.37% | 61.1 | 66.67% | +39.17% | -16.67% | -16.67% | 0.00% | 25:35 | 18:54 | 19:39 | 25:32 | 30:16 | 33:49 | 10:37 | 07:51 |
 | Techies | 34 | 39.53% | 60.0 | 50.00% | +13.46% | +27.78% | -12.50% | -5.42% | 27:25 | 17:04 | 23:16 | 25:34 | 30:42 | 46:51 | 07:26 | 05:30 |
 | Outworld Destroyer | 13 | 41.94% | 58.9 | 53.85% | +14.96% | -20.52% | +12.82% | 9.09% | 18:46 | 14:22 | 15:48 | 18:11 | 19:28 | 27:51 | 03:40 | 02:42 |
 | Phoenix | 15 | 17.24% | 57.8 | 60.00% | +18.33% | +15.00% | +15.00% | 0.00% | 25:59 | 17:06 | 19:12 | 23:39 | 31:09 | 40:40 | 11:57 | 08:51 |
 | Magnus | 8 | 25.00% | 56.7 | 62.50% | +20.83% | +37.50% | -12.50% | -5.14% | 32:02 | 17:20 | 24:49 | 25:54 | 34:33 | 1:03:28 | 09:44 | 07:12 |
 | Tusk | 36 | 18.65% | 55.6 | 52.78% | +5.65% | -8.34% | +13.89% | 2.38% | 33:06 | 19:00 | 27:27 | 31:01 | 36:48 | 1:10:19 | 09:21 | 06:55 |
 | Ancient Apparition | 9 | 37.50% | 54.4 | 55.56% | +2.23% | -55.56% | -5.56% | 4.41% | 27:02 | 14:02 | 19:02 | 26:17 | 30:23 | 42:17 | 11:21 | 08:24 |
 | Io | 3 | 3.49% | 53.3 | 100.00% | +53.01% | 0.00% | 0.00% | 0.00% | 33:54 | 28:41 | 28:41 | 35:13 | 37:49 | 37:49 | 09:08 | 06:45 |
 | Clinkz | 3 | 33.33% | 52.2 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 36:14 | 25:50 | 25:50 | 38:57 | 43:55 | 43:55 | 18:05 | 13:23 |
 | Shadow Demon | 9 | 31.03% | 51.1 | 55.56% | +5.56% | +44.44% | -5.56% | -5.17% | 30:06 | 21:16 | 22:52 | 26:49 | 32:32 | 56:36 | 09:40 | 07:09 |
 | Muerta | 37 | 77.08% | 50.0 | 40.54% | +4.18% | -7.21% | +3.90% | 1.23% | 21:48 | 13:10 | 17:19 | 19:50 | 26:21 | 32:08 | 09:02 | 06:41 |
 | Shadow Shaman | 1 | 20.00% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:34 | 21:34 | 21:34 | 21:34 | 21:34 | 21:34 | 00:00 | 00:00 |
 | Drow Ranger | 104 | 98.11% | 47.8 | 37.50% | +37.50% | +8.65% | -10.58% | -4.89% | 17:59 | 13:07 | 15:10 | 16:56 | 19:06 | 37:39 | 03:56 | 02:54 |
 | Centaur Warrunner | 11 | 16.18% | 46.7 | 54.55% | +10.69% | +45.45% | -21.22% | -9.57% | 27:34 | 17:27 | 21:14 | 24:14 | 28:12 | 57:44 | 06:58 | 05:09 |
 | Medusa | 7 | 20.59% | 45.6 | 57.14% | -16.93% | -7.14% | -7.14% | 0.00% | 33:20 | 24:31 | 30:21 | 31:10 | 35:21 | 42:09 | 05:00 | 03:42 |
 | Hoodwink | 40 | 44.44% | 44.4 | 40.00% | +4.00% | +10.00% | -10.00% | -2.02% | 28:54 | 16:11 | 23:47 | 27:58 | 33:41 | 44:13 | 09:54 | 07:20 |
 | Earthshaker | 16 | 34.04% | 43.3 | 43.75% | -1.41% | +6.25% | -18.75% | -3.56% | 33:29 | 21:45 | 29:39 | 32:29 | 36:40 | 43:12 | 07:01 | 05:11 |
 | Nature's Prophet | 32 | 16.58% | 42.2 | 43.75% | -5.94% | +18.75% | -6.25% | -2.46% | 30:27 | 18:46 | 25:23 | 29:00 | 35:32 | 46:33 | 10:09 | 07:31 |
 | Skywrath Mage | 39 | 40.63% | 41.1 | 38.46% | -10.66% | -8.46% | +11.54% | 2.15% | 27:24 | 14:53 | 21:57 | 25:50 | 31:16 | 46:06 | 09:19 | 06:54 |
 | Tidehunter | 12 | 16.90% | 40.0 | 50.00% | +2.54% | +16.67% | -16.67% | -3.04% | 23:08 | 14:24 | 15:58 | 22:23 | 26:57 | 32:28 | 10:59 | 08:08 |
 | Batrider | 40 | 38.83% | 38.9 | 32.50% | -16.71% | +7.50% | -2.50% | -1.10% | 33:04 | 17:43 | 28:32 | 32:28 | 37:35 | 50:31 | 09:03 | 06:42 |
 | Alchemist | 2 | 1.50% | 37.8 | 100.00% | +41.22% | 0.00% | 0.00% | 0.00% | 31:11 | 28:23 | 28:23 | 33:58 | 33:58 | 33:58 | 05:35 | 04:08 |
 | Dazzle | 4 | 25.00% | 36.7 | 50.00% | +8.33% | +50.00% | -50.00% | -10.71% | 29:45 | 22:03 | 22:03 | 29:07 | 31:23 | 36:28 | 09:20 | 06:54 |
 | Earth Spirit | 3 | 7.89% | 35.6 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 21:54 | 17:50 | 17:50 | 19:12 | 28:41 | 28:41 | 10:51 | 08:02 |
 | Death Prophet | 7 | 3.38% | 34.4 | 57.14% | +6.64% | -7.14% | -7.14% | 0.00% | 27:29 | 11:23 | 17:46 | 24:14 | 36:26 | 40:07 | 18:40 | 13:49 |
 | Necrophos | 1 | 5.88% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:25 | 21:25 | 21:25 | 21:25 | 21:25 | 21:25 | 00:00 | 00:00 |
 | Windranger | 5 | 21.74% | 32.2 | 40.00% | +6.67% | -40.00% | -40.00% | 0.00% | 24:50 | 15:05 | 15:05 | 24:45 | 25:46 | 33:52 | 10:41 | 07:54 |
 | Nyx Assassin | 10 | 28.57% | 31.1 | 30.00% | -6.00% | +36.67% | -30.00% | -11.59% | 27:07 | 20:02 | 22:41 | 25:47 | 28:26 | 43:38 | 05:45 | 04:15 |
 | Monkey King | 6 | 3.00% | 30.0 | 50.00% | -8.76% | 0.00% | +50.00% | 0.00% | 29:03 | 21:51 | 24:45 | 25:40 | 35:02 | 37:53 | 10:17 | 07:37 |
 | Marci | 4 | 6.78% | 28.9 | 50.00% | +0.91% | -50.00% | -50.00% | 0.00% | 34:34 | 21:28 | 21:28 | 27:48 | 32:23 | 56:37 | 10:55 | 08:05 |
 | Pangolier | 6 | 2.49% | 27.8 | 50.00% | -6.17% | -50.00% | -50.00% | 0.00% | 24:20 | 17:59 | 19:12 | 23:34 | 27:25 | 33:08 | 08:13 | 06:05 |
 | Beastmaster | 10 | 4.02% | 26.7 | 40.00% | -15.65% | +26.67% | -40.00% | 0.00% | 33:23 | 27:07 | 28:42 | 29:24 | 34:45 | 56:29 | 06:03 | 04:28 |
 | Abaddon | 4 | 5.97% | 25.6 | 50.00% | +3.97% | -50.00% | +50.00% | 100.00% | 26:47 | 23:57 | 23:57 | 24:24 | 24:54 | 33:51 | 00:57 | 00:42 |
 | Lina | 2 | 16.67% | 24.4 | 50.00% | +20.00% | +50.00% | 0.00% | 0.00% | 20:30 | 20:20 | 20:20 | 20:40 | 20:40 | 20:40 | 00:20 | 00:14 |
 | Enigma | 1 | 1.37% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:03 | 24:03 | 24:03 | 24:03 | 24:03 | 24:03 | 00:00 | 00:00 |
 | Dark Seer | 5 | 8.06% | 22.2 | 40.00% | -17.89% | -40.00% | -40.00% | 0.00% | 24:19 | 18:49 | 18:49 | 25:06 | 27:59 | 29:06 | 09:10 | 06:47 |
 | Puck | 1 | 0.93% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 00:00 | 00:00 |
 | Leshrac | 1 | 0.79% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 0.49% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 00:00 | 00:00 |
 | Witch Doctor | 3 | 18.75% | 17.8 | 33.33% | -35.90% | -33.33% | 0.00% | 0.00% | 28:08 | 18:02 | 18:02 | 28:41 | 37:40 | 37:40 | 19:38 | 14:32 |
 | Sand King | 3 | 16.67% | 16.7 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 17:52 | 16:15 | 16:15 | 17:49 | 19:32 | 19:32 | 03:17 | 02:25 |
 | Dawnbreaker | 2 | 3.57% | 15.6 | 50.00% | -7.41% | +50.00% | 0.00% | 0.00% | 31:01 | 30:49 | 30:49 | 31:12 | 31:12 | 31:12 | 00:23 | 00:17 |
 | Dragon Knight | 7 | 4.17% | 14.4 | 28.57% | -24.23% | -28.57% | +21.43% | 0.00% | 33:35 | 25:36 | 25:48 | 31:52 | 36:22 | 50:20 | 10:34 | 07:49 |
 | Riki | 3 | 5.08% | 13.3 | 33.33% | -13.10% | +66.67% | 0.00% | 0.00% | 31:24 | 22:05 | 22:05 | 36:01 | 36:06 | 36:06 | 14:01 | 10:22 |
 | Primal Beast | 3 | 1.67% | 12.2 | 33.33% | -14.13% | +66.67% | 0.00% | 0.00% | 31:39 | 24:29 | 24:29 | 33:31 | 36:57 | 36:57 | 12:28 | 09:14 |
 | Ember Spirit | 3 | 1.12% | 11.1 | 33.33% | -18.17% | +66.67% | 0.00% | 0.00% | 26:19 | 21:59 | 21:59 | 24:57 | 32:02 | 32:02 | 10:03 | 07:26 |
 | Underlord | 4 | 3.51% | 10.0 | 25.00% | -34.09% | +75.00% | -25.00% | 0.00% | 31:09 | 25:12 | 25:12 | 27:37 | 35:51 | 35:54 | 10:39 | 07:53 |
 | Doom | 4 | 1.59% | 8.9 | 25.00% | -22.58% | -25.00% | +75.00% | 0.00% | 27:21 | 22:09 | 22:09 | 24:10 | 29:05 | 34:00 | 06:56 | 05:08 |
 | Huskar | 2 | 15.38% | 7.8 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 28:04 | 27:08 | 27:08 | 29:00 | 29:00 | 29:00 | 01:52 | 01:22 |
 | Queen of Pain | 1 | 1.96% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:52 | 17:52 | 17:52 | 17:52 | 17:52 | 17:52 | 00:00 | 00:00 |
 | Ogre Magi | 3 | 16.67% | 5.6 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 26:28 | 21:13 | 21:13 | 27:40 | 30:32 | 30:32 | 09:19 | 06:54 |
 | Zeus | 2 | 4.35% | 4.4 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 32:54 | 28:03 | 28:03 | 37:44 | 37:44 | 37:44 | 09:41 | 07:10 |
 | Sven | 1 | 2.17% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:35 | 43:35 | 43:35 | 43:35 | 43:35 | 43:35 | 00:00 | 00:00 |
 | Timbersaw | 3 | 2.63% | 2.2 | 0.00% | -48.65% | 0.00% | 0.00% | 0.00% | 44:52 | 33:04 | 33:04 | 49:39 | 51:52 | 51:52 | 18:48 | 13:55 |
 | Vengeful Spirit | 1 | 12.50% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:19 | 31:19 | 31:19 | 31:19 | 31:19 | 31:19 | 00:00 | 00:00 |