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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 | 1143 | 12.15% | 63.2 | 54.16% | +7.75% | +4.23% | -2.76% | -0.73% | 27:52 | 11:19 | 22:17 | 27:09 | 31:52 | 1:03:19 | 07:05 |
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 | |
 | Elder Titan | 49 | 34.27% | 100.0 | 73.47% | +23.47% | +18.20% | +1.53% | -1.70% | 27:53 | 15:40 | 21:44 | 27:00 | 31:33 | 47:25 | 09:49 | 07:16 |
 | Templar Assassin | 28 | 29.17% | 98.8 | 75.00% | +25.00% | +10.71% | -17.86% | -2.69% | 29:47 | 17:13 | 24:25 | 29:34 | 35:03 | 41:44 | 10:38 | 07:52 |
 | Ogre Magi | 10 | 27.78% | 97.5 | 80.00% | +33.85% | -13.33% | +20.00% | 2.92% | 28:45 | 20:10 | 22:16 | 27:04 | 33:41 | 44:58 | 11:25 | 08:27 |
 | Crystal Maiden | 10 | 55.56% | 96.3 | 70.00% | +57.50% | -3.33% | -20.00% | -1.66% | 26:48 | 18:35 | 21:45 | 25:36 | 31:46 | 37:11 | 10:01 | 07:25 |
 | Sniper | 3 | 75.00% | 95.0 | 66.67% | -33.33% | +33.33% | 0.00% | -5.02% | 25:29 | 21:11 | 21:11 | 27:27 | 27:49 | 27:49 | 06:38 | 04:54 |
 | Terrorblade | 7 | 11.67% | 93.8 | 85.71% | +34.77% | +14.29% | +14.29% | 0.00% | 32:56 | 26:12 | 31:24 | 33:01 | 33:23 | 39:15 | 01:59 | 01:28 |
 | Lion | 105 | 33.33% | 92.5 | 60.95% | +23.33% | +4.43% | -3.26% | -1.13% | 29:16 | 16:11 | 25:02 | 28:21 | 31:52 | 59:34 | 06:50 | 05:03 |
 | Medusa | 8 | 7.08% | 91.3 | 87.50% | +38.93% | +12.50% | -37.50% | 0.00% | 30:01 | 18:44 | 20:19 | 31:26 | 35:07 | 39:26 | 14:48 | 10:57 |
 | Grimstroke | 44 | 16.86% | 90.0 | 65.91% | +19.83% | -2.27% | +6.82% | 0.84% | 27:35 | 14:36 | 22:00 | 27:08 | 32:51 | 44:41 | 10:51 | 08:02 |
 | Snapfire | 80 | 25.81% | 88.8 | 61.25% | +11.68% | +18.75% | -1.25% | -2.12% | 28:29 | 16:05 | 21:55 | 26:18 | 31:21 | 58:55 | 09:26 | 06:59 |
 | Centaur Warrunner | 24 | 8.76% | 87.5 | 70.83% | +21.23% | -4.16% | +12.50% | 0.00% | 27:55 | 18:14 | 23:19 | 26:12 | 32:03 | 42:19 | 08:44 | 06:28 |
 | Silencer | 1 | 33.33% | 86.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 00:00 | 00:00 |
 | Witch Doctor | 19 | 31.15% | 85.0 | 63.16% | +27.45% | -23.16% | +16.84% | 3.37% | 30:19 | 20:34 | 21:59 | 29:46 | 33:51 | 47:10 | 11:52 | 08:47 |
 | Nyx Assassin | 38 | 25.00% | 83.8 | 60.53% | +6.14% | +9.47% | -16.09% | -1.73% | 29:06 | 18:21 | 21:44 | 25:45 | 36:28 | 58:59 | 14:44 | 10:54 |
 | Ancient Apparition | 67 | 38.51% | 82.5 | 55.22% | -6.46% | +3.60% | -2.28% | -0.57% | 29:35 | 14:22 | 23:47 | 29:25 | 34:05 | 49:55 | 10:18 | 07:37 |
 | Tusk | 12 | 7.69% | 81.3 | 75.00% | +22.22% | -8.33% | -8.33% | 0.00% | 31:47 | 26:56 | 28:04 | 30:17 | 33:30 | 40:17 | 05:26 | 04:01 |
 | Lina | 30 | 23.26% | 80.0 | 60.00% | +12.53% | +15.00% | -2.86% | -2.67% | 27:35 | 15:17 | 22:19 | 25:41 | 29:01 | 47:14 | 06:42 | 04:57 |
 | Abaddon | 18 | 12.00% | 78.8 | 66.67% | +21.22% | +13.33% | -41.67% | -7.60% | 26:21 | 16:56 | 22:07 | 24:14 | 29:21 | 41:34 | 07:14 | 05:21 |
 | Drow Ranger | 25 | 65.79% | 77.5 | 52.00% | +13.54% | -2.00% | -2.00% | 0.00% | 24:28 | 15:38 | 20:34 | 22:52 | 24:46 | 37:33 | 04:12 | 03:06 |
 | Keeper of the Light | 13 | 56.52% | 76.3 | 53.85% | +13.85% | +12.82% | -20.52% | -5.42% | 23:07 | 15:38 | 18:45 | 21:31 | 24:54 | 34:57 | 06:09 | 04:33 |
 | Clockwerk | 40 | 37.38% | 75.0 | 52.50% | +6.23% | +7.50% | -22.50% | -4.04% | 27:26 | 18:25 | 23:08 | 26:51 | 30:34 | 45:54 | 07:26 | 05:30 |
 | Chen | 1 | 25.00% | 73.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:16 | 20:16 | 20:16 | 20:16 | 20:16 | 20:16 | 00:00 | 00:00 |
 | Enchantress | 68 | 41.98% | 72.5 | 47.06% | -13.58% | -5.88% | +5.88% | 1.63% | 28:09 | 15:30 | 24:32 | 27:51 | 31:44 | 48:21 | 07:12 | 05:20 |
 | Viper | 38 | 48.10% | 71.3 | 47.37% | -3.85% | +22.63% | -25.15% | -4.64% | 25:31 | 13:25 | 19:29 | 23:40 | 29:47 | 47:16 | 10:18 | 07:37 |
 | Slardar | 3 | 3.85% | 70.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 23:01 | 19:06 | 19:06 | 19:37 | 30:20 | 30:20 | 11:14 | 08:19 |
 | Shadow Demon | 14 | 21.88% | 68.8 | 57.14% | +15.14% | -7.14% | +9.53% | 1.45% | 32:46 | 22:46 | 25:32 | 34:24 | 37:02 | 50:37 | 11:30 | 08:31 |
 | Winter Wyvern | 7 | 10.00% | 67.5 | 71.43% | +19.05% | -21.43% | -21.43% | 0.00% | 29:46 | 23:11 | 25:31 | 28:11 | 31:52 | 38:58 | 06:21 | 04:42 |
 | Jakiro | 3 | 30.00% | 66.3 | 66.67% | +9.53% | +33.33% | 0.00% | -3.84% | 32:13 | 27:36 | 27:36 | 32:46 | 36:17 | 36:17 | 08:41 | 06:25 |
 | Pudge | 3 | 30.00% | 65.0 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 29:37 | 27:44 | 27:44 | 29:14 | 31:52 | 31:52 | 04:08 | 03:03 |
 | Mirana | 30 | 23.26% | 63.8 | 46.67% | -4.85% | -9.17% | -18.10% | -0.77% | 28:12 | 16:22 | 21:45 | 26:33 | 33:22 | 47:11 | 11:37 | 08:36 |
 | Phoenix | 9 | 5.45% | 62.5 | 66.67% | +22.44% | +33.33% | +33.33% | 0.00% | 19:10 | 15:11 | 15:49 | 19:37 | 21:09 | 25:07 | 05:20 | 03:57 |
 | Sand King | 13 | 16.46% | 61.3 | 53.85% | +9.91% | +46.15% | -53.85% | -22.14% | 21:47 | 16:11 | 18:49 | 21:18 | 23:20 | 32:35 | 04:31 | 03:20 |
 | Magnus | 13 | 15.85% | 60.0 | 53.85% | -5.57% | +12.82% | +12.82% | 0.00% | 24:58 | 18:05 | 19:09 | 24:41 | 27:05 | 37:43 | 07:56 | 05:52 |
 | Venomancer | 16 | 44.44% | 58.8 | 43.75% | -11.25% | +6.25% | +6.25% | 0.00% | 22:58 | 11:34 | 15:56 | 18:26 | 27:16 | 47:25 | 11:20 | 08:23 |
 | Oracle | 8 | 6.72% | 57.5 | 62.50% | +12.95% | +37.50% | +37.50% | 0.00% | 25:47 | 21:12 | 21:24 | 22:38 | 28:13 | 34:56 | 06:49 | 05:02 |
 | Hoodwink | 7 | 14.00% | 56.3 | 57.14% | +8.30% | -57.14% | +42.86% | 18.40% | 33:02 | 25:36 | 25:59 | 29:17 | 31:25 | 60:00 | 05:26 | 04:01 |
 | Invoker | 12 | 11.65% | 55.0 | 50.00% | -6.04% | +16.67% | -50.00% | -18.35% | 22:46 | 17:17 | 18:35 | 19:59 | 22:13 | 35:00 | 03:38 | 02:41 |
 | Treant Protector | 13 | 17.11% | 53.8 | 46.15% | -1.47% | -12.82% | +20.52% | 5.17% | 26:53 | 15:32 | 21:46 | 26:23 | 28:13 | 38:26 | 06:27 | 04:46 |
 | Axe | 4 | 4.00% | 52.5 | 75.00% | +32.29% | +25.00% | +25.00% | 0.00% | 22:31 | 20:17 | 20:17 | 20:59 | 23:35 | 25:12 | 03:18 | 02:26 |
 | Tidehunter | 19 | 18.27% | 51.3 | 42.11% | -10.83% | -22.11% | +17.89% | 6.11% | 24:22 | 17:23 | 20:55 | 23:00 | 27:28 | 33:03 | 06:33 | 04:51 |
 | Legion Commander | 2 | 2.44% | 50.0 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 33:29 | 22:14 | 22:14 | 44:43 | 44:43 | 44:43 | 22:29 | 16:39 |
 | Undying | 9 | 28.13% | 48.8 | 44.44% | +5.31% | +5.56% | +5.56% | 0.00% | 28:52 | 19:35 | 26:39 | 29:48 | 30:43 | 34:05 | 04:04 | 03:00 |
 | Lich | 1 | 11.11% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 00:00 | 00:00 |
 | Warlock | 20 | 19.42% | 46.3 | 40.00% | -10.60% | -20.00% | +20.00% | 4.45% | 28:12 | 18:54 | 22:35 | 26:55 | 31:34 | 47:53 | 08:59 | 06:39 |
 | Death Prophet | 7 | 5.79% | 45.0 | 57.14% | +9.77% | -57.14% | -7.14% | 0.00% | 26:30 | 20:40 | 22:10 | 23:21 | 28:16 | 36:06 | 06:06 | 04:31 |
 | Dragon Knight | 2 | 1.60% | 43.8 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 32:09 | 29:06 | 29:06 | 35:12 | 35:12 | 35:12 | 06:06 | 04:31 |
 | Luna | 19 | 21.35% | 42.5 | 36.84% | -10.30% | +23.16% | -16.84% | -3.87% | 34:20 | 20:10 | 27:05 | 33:17 | 37:25 | 54:54 | 10:20 | 07:39 |
 | Omniknight | 4 | 22.22% | 41.3 | 50.00% | -7.14% | -50.00% | -50.00% | 0.00% | 32:15 | 20:23 | 20:23 | 27:37 | 32:05 | 48:55 | 11:42 | 08:40 |
 | Alchemist | 1 | 6.25% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 00:00 | 00:00 |
 | Leshrac | 5 | 3.25% | 38.8 | 60.00% | +8.32% | -60.00% | -60.00% | 0.00% | 26:31 | 16:12 | 16:12 | 17:23 | 18:50 | 1:03:19 | 02:38 | 01:57 |
 | Dazzle | 6 | 37.50% | 37.5 | 33.33% | -16.67% | +16.67% | -33.33% | -8.52% | 23:04 | 17:59 | 18:32 | 22:39 | 24:24 | 30:43 | 05:52 | 04:20 |
 | Techies | 2 | 25.00% | 36.3 | 50.00% | -33.33% | +50.00% | 0.00% | 0.00% | 29:43 | 29:41 | 29:41 | 29:44 | 29:44 | 29:44 | 00:03 | 00:02 |
 | Rubick | 17 | 18.09% | 35.0 | 29.41% | -9.55% | +20.59% | -4.41% | -5.86% | 29:10 | 17:04 | 26:53 | 29:09 | 31:09 | 43:46 | 04:16 | 03:09 |
 | Tiny | 50 | 18.87% | 33.8 | 24.00% | -27.16% | +22.15% | +1.00% | -4.44% | 28:06 | 19:02 | 25:50 | 28:18 | 30:36 | 36:51 | 04:46 | 03:31 |
 | Gyrocopter | 12 | 11.21% | 32.5 | 33.33% | -16.14% | 0.00% | +33.34% | 5.17% | 26:05 | 16:21 | 22:26 | 26:06 | 28:53 | 37:51 | 06:27 | 04:46 |
 | Puck | 3 | 1.24% | 31.3 | 66.67% | +12.05% | +33.33% | 0.00% | 0.00% | 19:04 | 14:47 | 14:47 | 20:02 | 22:24 | 22:24 | 07:37 | 05:38 |
 | Nature's Prophet | 1 | 1.75% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 00:00 | 00:00 |
 | Disruptor | 5 | 11.36% | 28.8 | 40.00% | -13.85% | -40.00% | -40.00% | 0.00% | 29:24 | 25:18 | 25:18 | 29:38 | 31:18 | 35:29 | 06:00 | 04:26 |
 | Skywrath Mage | 6 | 15.38% | 27.5 | 33.33% | -3.03% | +16.67% | -33.33% | 0.00% | 30:55 | 20:34 | 23:59 | 24:13 | 30:36 | 58:29 | 06:37 | 04:54 |
 | Mars | 1 | 0.38% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 00:00 | 00:00 |
 | Bounty Hunter | 4 | 30.77% | 25.0 | 25.00% | -30.56% | -25.00% | +75.00% | 18.13% | 21:43 | 18:50 | 18:50 | 18:50 | 24:21 | 24:52 | 05:31 | 04:05 |
 | Bane | 3 | 16.67% | 23.8 | 33.33% | -20.00% | +66.67% | 0.00% | -2.50% | 41:05 | 27:09 | 27:09 | 42:19 | 53:47 | 53:47 | 26:38 | 19:43 |
 | Batrider | 9 | 19.15% | 22.5 | 22.22% | -22.52% | +27.78% | -22.22% | -3.88% | 27:46 | 19:19 | 19:22 | 27:24 | 32:15 | 40:02 | 12:53 | 09:32 |
 | Razor | 2 | 3.28% | 21.3 | 50.00% | -9.32% | +50.00% | 0.00% | 0.00% | 12:40 | 11:19 | 11:19 | 14:01 | 14:01 | 14:01 | 02:42 | 02:00 |
 | Pugna | 3 | 11.54% | 20.0 | 33.33% | -10.15% | +66.67% | 0.00% | 0.00% | 19:18 | 17:54 | 17:54 | 19:02 | 20:59 | 20:59 | 03:05 | 02:17 |
 | Necrophos | 4 | 9.76% | 18.8 | 25.00% | -34.46% | +75.00% | -25.00% | 0.00% | 19:59 | 15:28 | 15:28 | 17:33 | 22:09 | 24:44 | 06:41 | 04:57 |
 | Shadow Shaman | 4 | 7.84% | 17.5 | 25.00% | -21.81% | -25.00% | -25.00% | 0.00% | 25:09 | 22:12 | 22:12 | 23:00 | 26:10 | 29:13 | 03:58 | 02:56 |
 | Earth Spirit | 3 | 2.11% | 16.3 | 33.33% | -11.27% | -33.33% | 0.00% | 0.00% | 35:32 | 25:47 | 25:47 | 33:19 | 47:31 | 47:31 | 21:44 | 16:05 |
 | Dark Willow | 4 | 3.48% | 15.0 | 25.00% | -22.75% | +75.00% | -25.00% | 0.00% | 29:15 | 20:50 | 20:50 | 21:50 | 30:12 | 44:06 | 09:22 | 06:56 |
 | Outworld Destroyer | 3 | 42.86% | 13.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 17:05 | 11:51 | 11:51 | 19:23 | 20:01 | 20:01 | 08:10 | 06:02 |
 | Dark Seer | 1 | 1.06% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 00:00 | 00:00 |
 | Windranger | 1 | 2.22% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:14 | 33:14 | 33:14 | 33:14 | 33:14 | 33:14 | 00:00 | 00:00 |
 | Shadow Fiend | 2 | 11.76% | 10.0 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 36:32 | 34:22 | 34:22 | 38:42 | 38:42 | 38:42 | 04:20 | 03:12 |
 | Earthshaker | 2 | 20.00% | 8.8 | 0.00% | -75.00% | 0.00% | 0.00% | 0.00% | 37:14 | 35:39 | 35:39 | 38:49 | 38:49 | 38:49 | 03:10 | 02:20 |
 | Bloodseeker | 3 | 4.35% | 7.5 | 0.00% | -48.48% | 0.00% | 0.00% | 0.00% | 25:02 | 16:36 | 16:36 | 27:39 | 30:51 | 30:51 | 14:15 | 10:33 |
 | Arc Warden | 3 | 20.00% | 6.3 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 28:38 | 22:56 | 22:56 | 28:23 | 34:36 | 34:36 | 11:40 | 08:38 |
 | Io | 1 | 1.92% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 00:00 | 00:00 |
 | Underlord | 4 | 9.30% | 3.8 | 0.00% | -43.59% | 0.00% | 0.00% | 0.00% | 23:58 | 18:41 | 18:41 | 19:18 | 27:28 | 30:25 | 08:47 | 06:30 |
 | Beastmaster | 1 | 1.16% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 00:00 | 00:00 |
 | Void Spirit | 1 | 0.64% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 00:00 | 00:00 |