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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 | 2942 | 28.65% | 62.9 | 53.98% | +15.89% | +3.22% | -3.23% | -0.65% | 26:20 | 09:44 | 20:51 | 25:02 | 30:42 | 1:07:45 | 07:17 |
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 | |
 | Pugna | 14 | 66.67% | 100.0 | 85.71% | +57.14% | -10.71% | -19.04% | -0.75% | 21:15 | 13:36 | 14:46 | 20:43 | 25:50 | 32:10 | 11:04 | 08:11 |
 | Lich | 21 | 55.26% | 98.9 | 76.19% | +35.01% | -16.19% | -16.19% | 0.00% | 25:41 | 17:03 | 21:27 | 24:48 | 29:24 | 34:36 | 07:57 | 05:53 |
 | Disruptor | 69 | 46.94% | 97.8 | 73.91% | +27.76% | +14.33% | -15.09% | -3.75% | 27:35 | 18:35 | 21:54 | 25:09 | 29:45 | 56:18 | 07:51 | 05:48 |
 | Templar Assassin | 47 | 61.84% | 96.7 | 72.34% | +41.31% | +10.99% | -22.34% | -3.88% | 27:46 | 16:23 | 22:47 | 26:12 | 31:22 | 59:04 | 08:35 | 06:21 |
 | Lion | 6 | 31.58% | 95.7 | 83.33% | +37.18% | +16.67% | +16.67% | 0.00% | 26:11 | 18:08 | 23:01 | 25:57 | 28:49 | 32:32 | 05:48 | 04:17 |
 | Riki | 45 | 31.25% | 94.6 | 68.89% | +10.30% | +22.02% | -14.34% | -5.30% | 33:54 | 23:25 | 30:38 | 33:53 | 37:30 | 46:48 | 06:52 | 05:05 |
 | Elder Titan | 12 | 70.59% | 93.5 | 66.67% | +46.67% | +33.33% | 0.00% | -6.23% | 26:27 | 19:24 | 21:02 | 24:10 | 26:23 | 39:41 | 05:21 | 03:57 |
 | Tiny | 172 | 45.87% | 92.4 | 61.05% | +17.70% | +8.72% | -14.54% | -4.13% | 28:27 | 18:24 | 25:27 | 27:44 | 31:05 | 42:39 | 05:38 | 04:10 |
 | Medusa | 8 | 30.77% | 91.3 | 75.00% | +47.22% | +25.00% | -75.00% | -11.41% | 34:48 | 23:22 | 27:57 | 31:57 | 36:43 | 50:38 | 08:46 | 06:29 |
 | Treant Protector | 149 | 35.82% | 90.2 | 59.73% | +6.92% | +7.84% | -5.68% | -1.13% | 31:07 | 15:12 | 24:12 | 30:13 | 36:12 | 1:01:19 | 12:00 | 08:53 |
 | Lina | 94 | 39.83% | 89.1 | 59.57% | +6.75% | +19.60% | -16.09% | -5.24% | 24:57 | 13:44 | 21:36 | 23:56 | 28:25 | 41:50 | 06:49 | 05:02 |
 | Undying | 113 | 58.25% | 88.0 | 57.52% | +15.54% | +13.91% | -3.95% | -1.66% | 29:14 | 17:07 | 22:34 | 28:33 | 33:19 | 1:04:05 | 10:45 | 07:57 |
 | Shadow Shaman | 2 | 20.00% | 87.0 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 30:30 | 29:29 | 29:29 | 31:31 | 31:31 | 31:31 | 02:02 | 01:30 |
 | Sniper | 64 | 88.89% | 85.9 | 54.69% | +17.19% | +1.56% | +14.06% | 2.66% | 20:42 | 14:57 | 17:42 | 19:01 | 22:24 | 42:22 | 04:42 | 03:28 |
 | Nyx Assassin | 9 | 42.86% | 84.8 | 66.67% | +25.00% | -66.67% | +33.33% | 5.75% | 31:27 | 20:38 | 20:39 | 32:27 | 38:02 | 46:10 | 17:23 | 12:52 |
 | Luna | 10 | 66.67% | 83.7 | 60.00% | 0.00% | -26.67% | -10.00% | 4.35% | 23:55 | 18:25 | 20:14 | 22:28 | 24:04 | 37:42 | 03:50 | 02:50 |
 | Clockwerk | 178 | 70.36% | 82.6 | 53.37% | -2.63% | +11.07% | -14.73% | -3.58% | 25:12 | 15:12 | 20:56 | 23:53 | 28:08 | 46:27 | 07:12 | 05:20 |
 | Clinkz | 1 | 33.33% | 81.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 00:00 | 00:00 |
 | Viper | 27 | 67.50% | 80.4 | 55.56% | +9.41% | +30.15% | +15.87% | -1.85% | 21:41 | 10:09 | 16:49 | 22:41 | 24:31 | 35:13 | 07:42 | 05:42 |
 | Crystal Maiden | 117 | 73.13% | 79.3 | 52.99% | +20.43% | +22.87% | -11.61% | -6.47% | 24:51 | 15:12 | 21:53 | 23:53 | 27:13 | 46:19 | 05:20 | 03:57 |
 | Silencer | 127 | 75.60% | 78.3 | 52.76% | +13.74% | +9.74% | -18.38% | -4.18% | 25:38 | 15:18 | 21:51 | 25:23 | 28:35 | 39:22 | 06:44 | 04:59 |
 | Enchantress | 64 | 74.42% | 77.2 | 53.13% | +21.31% | +15.62% | +15.62% | 0.00% | 23:09 | 12:50 | 17:57 | 22:06 | 27:06 | 51:43 | 09:09 | 06:46 |
 | Rubick | 345 | 62.96% | 76.1 | 51.88% | +10.01% | +3.93% | -4.21% | -1.00% | 24:21 | 13:34 | 19:05 | 21:49 | 27:12 | 1:07:45 | 08:07 | 06:00 |
 | Keeper of the Light | 65 | 70.65% | 75.0 | 52.31% | +4.16% | +28.94% | -2.31% | -5.82% | 19:12 | 09:44 | 15:55 | 17:27 | 21:17 | 34:27 | 05:22 | 03:58 |
 | Mirana | 130 | 53.06% | 73.9 | 52.31% | -2.47% | -0.79% | +7.07% | 0.82% | 27:18 | 14:51 | 21:56 | 25:57 | 31:33 | 46:16 | 09:37 | 07:07 |
 | Magnus | 32 | 43.24% | 72.8 | 56.25% | +22.92% | -18.75% | +6.25% | 4.29% | 25:52 | 16:54 | 21:04 | 24:10 | 26:54 | 47:00 | 05:50 | 04:19 |
 | Snapfire | 149 | 53.79% | 71.7 | 51.68% | +11.05% | +2.37% | +5.08% | 0.29% | 26:36 | 11:46 | 21:20 | 25:04 | 30:33 | 48:51 | 09:13 | 06:49 |
 | Batrider | 64 | 32.99% | 70.7 | 54.69% | -0.69% | +1.56% | -17.19% | -3.11% | 28:55 | 17:14 | 26:02 | 29:12 | 32:04 | 43:37 | 06:02 | 04:28 |
 | Drow Ranger | 119 | 94.44% | 69.6 | 48.74% | +34.45% | +7.93% | -22.07% | -6.57% | 18:19 | 12:23 | 15:11 | 17:38 | 19:45 | 36:02 | 04:34 | 03:22 |
 | Dark Willow | 13 | 31.71% | 68.5 | 61.54% | +15.11% | +5.13% | +5.13% | 0.00% | 28:25 | 19:35 | 21:33 | 28:26 | 33:47 | 35:23 | 12:14 | 09:03 |
 | Terrorblade | 43 | 40.19% | 67.4 | 53.49% | +6.61% | +19.24% | -8.04% | -3.16% | 31:01 | 19:41 | 26:05 | 31:17 | 34:43 | 44:31 | 08:38 | 06:23 |
 | Earthshaker | 12 | 37.50% | 66.3 | 58.33% | +3.33% | +8.34% | +8.34% | 0.00% | 30:02 | 21:24 | 26:19 | 28:59 | 32:27 | 36:46 | 06:08 | 04:32 |
 | Omniknight | 11 | 50.00% | 65.2 | 54.55% | -9.09% | +45.45% | +12.12% | -3.10% | 35:14 | 17:41 | 27:54 | 32:01 | 38:39 | 58:10 | 10:45 | 07:57 |
 | Shadow Fiend | 65 | 55.08% | 64.1 | 47.69% | +8.07% | -3.94% | +2.31% | 0.71% | 24:57 | 13:37 | 19:44 | 23:26 | 28:35 | 48:41 | 08:51 | 06:33 |
 | Warlock | 3 | 42.86% | 63.0 | 66.67% | +16.67% | +33.33% | 0.00% | -4.58% | 23:46 | 19:38 | 19:38 | 24:45 | 26:55 | 26:55 | 07:17 | 05:23 |
 | Sven | 9 | 16.67% | 62.0 | 66.67% | +31.11% | -16.67% | +33.33% | 5.34% | 26:59 | 18:31 | 20:24 | 23:51 | 29:46 | 43:49 | 09:22 | 06:56 |
 | Tusk | 54 | 14.03% | 60.9 | 53.70% | +10.80% | -3.70% | -15.24% | -0.95% | 33:13 | 17:00 | 26:05 | 31:02 | 38:12 | 1:01:18 | 12:07 | 08:58 |
 | Centaur Warrunner | 24 | 24.49% | 59.8 | 54.17% | -1.24% | +29.16% | +12.50% | -2.47% | 24:35 | 16:33 | 20:05 | 22:41 | 26:49 | 41:19 | 06:44 | 04:59 |
 | Outworld Destroyer | 9 | 33.33% | 58.7 | 55.56% | -16.66% | -5.56% | -55.56% | -10.45% | 18:07 | 11:02 | 12:38 | 14:22 | 17:25 | 33:16 | 04:47 | 03:32 |
 | Underlord | 4 | 13.79% | 57.6 | 75.00% | +23.00% | +25.00% | +25.00% | 0.00% | 29:54 | 25:38 | 25:38 | 26:40 | 26:47 | 40:30 | 01:09 | 00:51 |
 | Tidehunter | 10 | 13.33% | 56.5 | 60.00% | +1.54% | +6.67% | -10.00% | 0.00% | 30:41 | 21:02 | 25:42 | 27:25 | 37:26 | 46:39 | 11:44 | 08:41 |
 | Nature's Prophet | 39 | 12.62% | 55.4 | 48.72% | -5.72% | +1.28% | -18.72% | -2.19% | 27:04 | 17:28 | 20:40 | 24:39 | 29:49 | 54:47 | 09:09 | 06:46 |
 | Morphling | 14 | 11.57% | 54.3 | 57.14% | +13.21% | +42.86% | -23.81% | -8.02% | 28:49 | 19:29 | 23:02 | 29:47 | 31:21 | 38:32 | 08:19 | 06:09 |
 | Phoenix | 41 | 32.03% | 53.3 | 43.90% | -4.38% | -3.90% | -3.90% | 0.00% | 27:19 | 16:07 | 19:54 | 27:43 | 31:43 | 49:03 | 11:49 | 08:45 |
 | Beastmaster | 16 | 9.09% | 52.2 | 56.25% | +5.62% | +18.75% | -6.25% | -2.26% | 28:57 | 19:44 | 22:14 | 25:31 | 33:19 | 53:43 | 11:05 | 08:12 |
 | Hoodwink | 85 | 47.49% | 51.1 | 38.82% | -1.61% | +4.04% | +8.80% | 0.50% | 26:35 | 15:58 | 21:18 | 27:04 | 30:46 | 41:11 | 09:28 | 07:00 |
 | Techies | 31 | 57.41% | 50.0 | 38.71% | -4.77% | +11.29% | -1.21% | -2.90% | 25:57 | 16:37 | 22:56 | 24:33 | 27:15 | 41:31 | 04:19 | 03:11 |
 | Skywrath Mage | 20 | 48.78% | 48.9 | 40.00% | -12.38% | -20.00% | -20.00% | 0.00% | 25:22 | 16:49 | 22:10 | 23:31 | 25:44 | 42:53 | 03:34 | 02:38 |
 | Shadow Demon | 13 | 28.26% | 47.8 | 46.15% | -8.40% | +20.52% | -12.82% | -4.21% | 27:27 | 15:55 | 19:54 | 24:21 | 27:49 | 49:31 | 07:55 | 05:51 |
 | Bounty Hunter | 7 | 53.85% | 46.7 | 42.86% | -7.14% | +7.14% | -42.86% | -14.15% | 20:17 | 16:21 | 18:35 | 19:35 | 22:07 | 24:39 | 03:32 | 02:37 |
 | Abaddon | 7 | 50.00% | 45.7 | 42.86% | +14.29% | -42.86% | +57.14% | 8.97% | 32:40 | 25:17 | 26:26 | 31:24 | 37:35 | 42:55 | 11:09 | 08:15 |
 | Jakiro | 17 | 68.00% | 44.6 | 35.29% | -2.21% | +14.71% | -10.29% | -5.40% | 26:29 | 18:56 | 22:18 | 24:31 | 26:56 | 47:04 | 04:38 | 03:25 |
 | Invoker | 7 | 12.07% | 43.5 | 57.14% | +4.20% | +42.86% | -7.14% | 0.00% | 21:28 | 14:23 | 17:15 | 21:38 | 22:13 | 28:20 | 04:58 | 03:40 |
 | Death Prophet | 24 | 7.74% | 42.4 | 45.83% | -3.82% | -12.50% | +4.17% | 1.90% | 25:46 | 12:55 | 19:51 | 25:12 | 28:37 | 44:49 | 08:46 | 06:29 |
 | Zeus | 7 | 9.59% | 41.3 | 57.14% | +8.66% | -7.14% | -7.14% | 0.00% | 26:49 | 20:14 | 21:38 | 22:20 | 25:25 | 39:35 | 03:47 | 02:48 |
 | Oracle | 1 | 11.11% | 40.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:40 | 23:40 | 23:40 | 23:40 | 23:40 | 23:40 | 00:00 | 00:00 |
 | Weaver | 3 | 13.04% | 39.1 | 66.67% | +26.67% | -66.67% | 0.00% | 0.00% | 27:58 | 17:23 | 17:23 | 30:20 | 36:11 | 36:11 | 18:48 | 13:55 |
 | Puck | 2 | 1.96% | 38.0 | 100.00% | +47.00% | 0.00% | 0.00% | 0.00% | 24:41 | 18:44 | 18:44 | 30:37 | 30:37 | 30:37 | 11:53 | 08:48 |
 | Enigma | 2 | 1.71% | 37.0 | 100.00% | +46.09% | 0.00% | 0.00% | 0.00% | 29:41 | 27:01 | 27:01 | 32:21 | 32:21 | 32:21 | 05:20 | 03:57 |
 | Mars | 2 | 1.63% | 35.9 | 100.00% | +61.98% | 0.00% | 0.00% | 0.00% | 24:22 | 17:07 | 17:07 | 31:37 | 31:37 | 31:37 | 14:30 | 10:44 |
 | Marci | 2 | 1.32% | 34.8 | 100.00% | +51.01% | 0.00% | 0.00% | 0.00% | 21:40 | 20:55 | 20:55 | 22:24 | 22:24 | 22:24 | 01:29 | 01:05 |
 | Venomancer | 6 | 60.00% | 33.7 | 33.33% | -16.67% | -33.33% | +66.67% | 12.07% | 22:00 | 16:28 | 17:01 | 22:42 | 25:18 | 27:36 | 08:17 | 06:08 |
 | Ogre Magi | 6 | 40.00% | 32.6 | 33.33% | +11.11% | +16.67% | -33.33% | -8.52% | 31:13 | 25:41 | 27:59 | 31:55 | 33:51 | 34:24 | 05:52 | 04:20 |
 | Io | 1 | 3.85% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 00:00 | 00:00 |
 | Monkey King | 3 | 3.19% | 30.4 | 66.67% | +18.32% | -66.67% | 0.00% | 0.00% | 27:59 | 15:47 | 15:47 | 31:28 | 36:43 | 36:43 | 20:56 | 15:30 |
 | Ancient Apparition | 3 | 50.00% | 29.3 | 33.33% | -33.34% | -33.33% | 0.00% | 3.20% | 25:22 | 18:37 | 18:37 | 28:28 | 29:02 | 29:02 | 10:25 | 07:42 |
 | Chen | 2 | 16.67% | 28.3 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 28:51 | 26:27 | 26:27 | 31:15 | 31:15 | 31:15 | 04:48 | 03:33 |
 | Dazzle | 3 | 37.50% | 27.2 | 33.33% | -6.67% | +66.67% | 0.00% | 0.00% | 24:43 | 21:46 | 21:46 | 24:44 | 27:38 | 27:38 | 05:52 | 04:20 |
 | Timbersaw | 1 | 1.43% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:55 | 53:55 | 53:55 | 53:55 | 53:55 | 53:55 | 00:00 | 00:00 |
 | Broodmother | 4 | 2.37% | 25.0 | 50.00% | -6.36% | -50.00% | +50.00% | 0.00% | 30:12 | 23:30 | 23:30 | 25:29 | 29:27 | 42:23 | 05:57 | 04:24 |
 | Pangolier | 14 | 6.06% | 23.9 | 28.57% | -21.66% | +21.43% | +4.76% | 0.00% | 31:45 | 20:05 | 30:18 | 31:18 | 33:30 | 41:26 | 03:12 | 02:22 |
 | Dark Seer | 9 | 14.29% | 22.8 | 22.22% | -31.48% | -22.22% | +27.78% | 0.00% | 31:09 | 21:07 | 23:45 | 30:02 | 34:19 | 44:32 | 10:34 | 07:49 |
 | Dragon Knight | 2 | 2.86% | 21.7 | 50.00% | +14.71% | -50.00% | 0.00% | 0.00% | 35:40 | 33:37 | 33:37 | 37:43 | 37:43 | 37:43 | 04:06 | 03:02 |
 | Earth Spirit | 3 | 6.98% | 20.7 | 33.33% | -9.17% | -33.33% | 0.00% | 0.00% | 33:32 | 23:50 | 23:50 | 25:08 | 51:39 | 51:39 | 27:49 | 20:36 |
 | Legion Commander | 5 | 11.90% | 19.6 | 20.00% | -7.03% | -20.00% | -20.00% | 0.00% | 34:42 | 22:13 | 22:13 | 33:43 | 34:13 | 55:01 | 12:00 | 08:53 |
 | Primal Beast | 3 | 1.94% | 18.5 | 33.33% | -16.01% | -33.33% | 0.00% | 0.00% | 37:31 | 18:39 | 18:39 | 44:16 | 49:37 | 49:37 | 30:58 | 22:56 |
 | Dawnbreaker | 6 | 8.57% | 17.4 | 16.67% | -23.96% | -16.67% | +83.33% | 0.00% | 30:06 | 22:45 | 26:14 | 28:04 | 34:49 | 35:52 | 08:35 | 06:21 |
 | Spirit Breaker | 2 | 3.85% | 16.3 | 0.00% | -52.00% | 0.00% | 0.00% | 0.00% | 56:42 | 54:05 | 54:05 | 59:18 | 59:18 | 59:18 | 05:13 | 03:51 |
 | Sand King | 1 | 16.67% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 00:00 | 00:00 |
 | Pudge | 1 | 1.79% | 14.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 1.69% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 00:00 | 00:00 |
 | Necrophos | 1 | 25.00% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:57 | 30:57 | 30:57 | 30:57 | 30:57 | 30:57 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 11.11% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 |
 | Windranger | 1 | 7.14% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 00:00 | 00:00 |
 | Grimstroke | 1 | 12.50% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 00:00 | 00:00 |
 | Leshrac | 1 | 0.48% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:28 | 23:28 | 23:28 | 23:28 | 23:28 | 23:28 | 00:00 | 00:00 |
 | Arc Warden | 1 | 10.00% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:14 | 26:14 | 26:14 | 26:14 | 26:14 | 26:14 | 00:00 | 00:00 |
 | Winter Wyvern | 2 | 40.00% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:14 | 24:04 | 24:04 | 38:23 | 38:23 | 38:23 | 14:19 | 10:36 |
 | Doom | 1 | 0.82% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:26 | 42:26 | 42:26 | 42:26 | 42:26 | 42:26 | 00:00 | 00:00 |
 | Naga Siren | 1 | 0.87% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 |
 | Ember Spirit | 1 | 0.37% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:41 | 56:41 | 56:41 | 56:41 | 56:41 | 56:41 | 00:00 | 00:00 |
 | Bane | 5 | 29.41% | 1.1 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 25:51 | 16:14 | 16:14 | 26:06 | 28:19 | 32:29 | 12:05 | 08:57 |