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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 | |
 | Blink Dagger | 678 | 39.19% | 95.1 | 56.93% | +26.22% | -3.40% | -0.13% | 0.29% | 23:55 | 09:46 | 17:12 | 21:19 | 28:18 | 1:08:23 | 08:13 |
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 | |
 | Pudge | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:32 | 18:32 | 18:32 | 18:32 | 18:32 | 18:32 | 00:00 | 00:00 |
 | Lion | 1 | 100.00% | 98.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 00:00 | 00:00 |
 | Night Stalker | 3 | 75.00% | 97.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:43 | 19:56 | 19:56 | 20:15 | 24:59 | 24:59 | 05:03 | 03:44 |
 | Magnus | 8 | 100.00% | 96.1 | 87.50% | +87.50% | +12.50% | +12.50% | 0.00% | 16:17 | 09:46 | 14:54 | 15:43 | 17:06 | 20:20 | 02:12 | 01:37 |
 | Legion Commander | 12 | 100.00% | 94.7 | 83.33% | +83.33% | +16.67% | -16.66% | -12.12% | 16:30 | 11:54 | 15:06 | 16:45 | 17:51 | 19:17 | 02:45 | 02:02 |
 | Disruptor | 19 | 33.33% | 93.4 | 84.21% | +52.63% | +15.79% | +15.79% | 0.00% | 34:45 | 19:01 | 22:27 | 30:55 | 42:14 | 1:03:30 | 19:47 | 14:39 |
 | Juggernaut | 1 | 50.00% | 92.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:28 | 25:28 | 25:28 | 25:28 | 25:28 | 25:28 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 50.00% | 90.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 00:00 | 00:00 |
 | Void Spirit | 1 | 50.00% | 89.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:47 | 1:06:47 | 1:06:47 | 1:06:47 | 1:06:47 | 1:06:47 | 00:00 | 00:00 |
 | Death Prophet | 24 | 42.86% | 88.2 | 75.00% | +21.87% | -8.33% | -25.00% | -2.57% | 28:04 | 18:48 | 24:10 | 26:44 | 30:39 | 42:10 | 06:29 | 04:48 |
 | Hoodwink | 18 | 58.06% | 86.8 | 72.22% | +41.45% | +7.78% | +2.78% | -0.63% | 25:40 | 17:44 | 19:29 | 23:48 | 27:27 | 41:57 | 07:58 | 05:54 |
 | Marci | 10 | 76.92% | 85.5 | 70.00% | +36.67% | +30.00% | -20.00% | -5.26% | 29:13 | 21:02 | 22:57 | 28:12 | 32:27 | 41:47 | 09:30 | 07:02 |
 | Treant Protector | 19 | 73.08% | 84.2 | 68.42% | +25.56% | -28.42% | +11.58% | 8.99% | 26:12 | 13:30 | 22:31 | 25:04 | 26:58 | 38:29 | 04:27 | 03:17 |
 | Beastmaster | 17 | 54.84% | 82.9 | 70.59% | -0.84% | +4.41% | +4.41% | 0.00% | 28:10 | 19:10 | 22:24 | 28:02 | 31:11 | 40:14 | 08:47 | 06:30 |
 | Gyrocopter | 3 | 18.75% | 81.6 | 100.00% | +76.92% | 0.00% | 0.00% | 0.00% | 43:42 | 34:01 | 34:01 | 46:05 | 50:59 | 50:59 | 16:58 | 12:34 |
 | Leshrac | 14 | 50.00% | 80.3 | 71.43% | +57.14% | +3.57% | -38.10% | -4.66% | 26:00 | 17:38 | 23:15 | 24:34 | 32:11 | 36:41 | 08:56 | 06:37 |
 | Morphling | 3 | 17.65% | 78.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 48:54 | 40:46 | 40:46 | 40:49 | 1:05:08 | 1:05:08 | 24:22 | 18:02 |
 | Templar Assassin | 16 | 94.12% | 77.6 | 62.50% | +62.50% | -12.50% | -37.50% | -6.64% | 17:24 | 10:38 | 15:00 | 17:30 | 18:46 | 23:43 | 03:46 | 02:47 |
 | Shadow Demon | 4 | 57.14% | 76.3 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 36:20 | 33:21 | 33:21 | 34:29 | 37:45 | 39:45 | 04:24 | 03:15 |
 | Tidehunter | 8 | 88.89% | 75.0 | 62.50% | -37.50% | +37.50% | -12.50% | -8.72% | 23:35 | 18:08 | 18:12 | 20:15 | 23:56 | 32:56 | 05:44 | 04:14 |
 | Earthshaker | 10 | 100.00% | 73.7 | 60.00% | +60.00% | +6.67% | -10.00% | -1.91% | 21:57 | 15:14 | 17:01 | 21:07 | 25:45 | 29:29 | 08:44 | 06:28 |
 | Snapfire | 10 | 16.67% | 72.4 | 80.00% | +44.00% | -13.33% | +20.00% | 6.51% | 29:47 | 11:48 | 27:50 | 28:40 | 32:57 | 52:12 | 05:07 | 03:47 |
 | Dark Willow | 3 | 75.00% | 71.1 | 66.67% | +66.67% | -66.67% | 0.00% | 1.72% | 46:08 | 23:41 | 23:41 | 52:18 | 1:02:26 | 1:02:26 | 38:45 | 28:42 |
 | Ursa | 24 | 92.31% | 69.7 | 58.33% | +8.33% | +25.00% | -8.33% | -14.92% | 19:29 | 14:50 | 16:09 | 17:44 | 18:23 | 43:19 | 02:14 | 01:39 |
 | Doom | 19 | 90.48% | 68.4 | 57.89% | +57.89% | +2.11% | +2.11% | 0.00% | 19:32 | 12:32 | 17:11 | 19:50 | 21:01 | 27:13 | 03:50 | 02:50 |
 | Troll Warlord | 2 | 20.00% | 67.1 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 28:45 | 28:09 | 28:09 | 29:20 | 29:20 | 29:20 | 01:11 | 00:52 |
 | Rubick | 44 | 52.38% | 65.8 | 59.09% | +26.59% | +4.55% | -13.64% | -1.47% | 31:24 | 17:47 | 24:12 | 31:19 | 36:36 | 1:08:23 | 12:24 | 09:11 |
 | Tiny | 72 | 97.30% | 64.5 | 54.17% | -45.83% | -4.17% | -4.17% | 0.00% | 15:50 | 10:00 | 14:01 | 16:12 | 17:29 | 21:19 | 03:28 | 02:34 |
 | Bounty Hunter | 1 | 33.33% | 63.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:40 | 38:40 | 38:40 | 38:40 | 38:40 | 38:40 | 00:00 | 00:00 |
 | Grimstroke | 1 | 33.33% | 61.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:27 | 27:27 | 27:27 | 27:27 | 27:27 | 27:27 | 00:00 | 00:00 |
 | Riki | 1 | 33.33% | 60.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:45 | 20:45 | 20:45 | 20:45 | 20:45 | 20:45 | 00:00 | 00:00 |
 | Skywrath Mage | 6 | 42.86% | 59.2 | 66.67% | +29.17% | -66.67% | +33.33% | 10.70% | 33:56 | 27:25 | 30:45 | 31:41 | 40:06 | 40:48 | 09:21 | 06:55 |
 | Pangolier | 29 | 87.88% | 57.9 | 51.72% | -23.28% | -8.86% | +5.42% | 4.04% | 20:57 | 15:12 | 17:54 | 19:18 | 21:26 | 45:08 | 03:32 | 02:37 |
 | Tinker | 2 | 100.00% | 56.6 | 50.00% | +50.00% | -50.00% | 0.00% | 46.15% | 10:31 | 09:58 | 09:58 | 11:03 | 11:03 | 11:03 | 01:05 | 00:48 |
 | Windranger | 2 | 100.00% | 55.3 | 50.00% | +50.00% | +50.00% | 0.00% | -8.90% | 24:36 | 21:47 | 21:47 | 27:24 | 27:24 | 27:24 | 05:37 | 04:09 |
 | Sand King | 2 | 100.00% | 53.9 | 50.00% | +50.00% | -50.00% | 0.00% | 17.54% | 12:17 | 10:51 | 10:51 | 13:42 | 13:42 | 13:42 | 02:51 | 02:06 |
 | Tusk | 50 | 90.91% | 52.6 | 50.00% | +50.00% | +3.85% | -25.00% | -3.90% | 21:29 | 14:05 | 17:25 | 20:07 | 24:49 | 44:30 | 07:24 | 05:28 |
 | Nyx Assassin | 6 | 85.71% | 51.3 | 50.00% | +50.00% | 0.00% | +50.00% | 4.08% | 22:51 | 16:07 | 17:40 | 18:20 | 29:56 | 33:34 | 12:16 | 09:05 |
 | Dark Seer | 6 | 85.71% | 50.0 | 50.00% | -50.00% | -50.00% | -50.00% | 0.00% | 26:36 | 20:27 | 21:59 | 24:27 | 31:31 | 36:03 | 09:32 | 07:03 |
 | Batrider | 17 | 94.44% | 48.7 | 47.06% | -52.94% | +27.94% | +2.94% | -9.20% | 23:16 | 11:16 | 21:43 | 23:27 | 24:26 | 30:16 | 02:43 | 02:00 |
 | Invoker | 5 | 50.00% | 47.4 | 60.00% | +40.00% | -60.00% | +40.00% | 6.73% | 29:02 | 20:29 | 20:29 | 27:06 | 35:21 | 36:32 | 14:52 | 11:00 |
 | Chaos Knight | 6 | 75.00% | 46.1 | 50.00% | +50.00% | +50.00% | -50.00% | -12.10% | 21:41 | 16:31 | 17:27 | 18:11 | 25:43 | 27:56 | 08:16 | 06:07 |
 | Brewmaster | 1 | 25.00% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 00:00 | 00:00 |
 | Shadow Fiend | 9 | 40.91% | 43.4 | 55.56% | -5.98% | +44.44% | -5.56% | -1.87% | 29:25 | 11:19 | 11:46 | 30:42 | 38:34 | 48:29 | 26:48 | 19:51 |
 | Bloodseeker | 3 | 37.50% | 42.1 | 66.67% | +66.67% | +33.33% | 0.00% | 0.00% | 31:52 | 24:15 | 24:15 | 26:50 | 44:32 | 44:32 | 20:17 | 15:01 |
 | Dragon Knight | 19 | 90.48% | 40.8 | 42.11% | +42.11% | +37.89% | -42.11% | -35.04% | 14:26 | 10:44 | 12:51 | 14:05 | 15:08 | 18:55 | 02:17 | 01:41 |
 | Alchemist | 5 | 100.00% | 39.5 | 40.00% | +40.00% | -40.00% | -40.00% | 0.00% | 21:48 | 18:50 | 18:50 | 20:46 | 22:31 | 26:34 | 03:41 | 02:43 |
 | Zeus | 5 | 35.71% | 38.2 | 60.00% | +15.56% | +40.00% | -60.00% | 0.00% | 21:42 | 13:43 | 13:43 | 18:20 | 27:01 | 33:04 | 13:18 | 09:51 |
 | Timbersaw | 8 | 53.33% | 36.8 | 50.00% | +7.14% | 0.00% | 0.00% | 0.00% | 30:34 | 20:46 | 21:19 | 29:44 | 33:39 | 43:28 | 12:20 | 09:08 |
 | Primal Beast | 26 | 66.67% | 35.5 | 42.31% | +26.93% | -13.74% | +7.69% | 3.63% | 24:46 | 13:03 | 22:09 | 24:08 | 28:03 | 36:31 | 05:54 | 04:22 |
 | Centaur Warrunner | 16 | 100.00% | 34.2 | 37.50% | +37.50% | -12.50% | -12.50% | 0.00% | 14:03 | 11:23 | 12:59 | 13:23 | 14:59 | 16:45 | 02:00 | 01:28 |
 | Puck | 19 | 95.00% | 32.9 | 36.84% | +36.84% | +3.16% | -36.84% | -19.83% | 17:44 | 15:10 | 16:02 | 17:22 | 18:03 | 21:36 | 02:01 | 01:29 |
 | Enigma | 8 | 88.89% | 31.6 | 37.50% | -62.50% | +12.50% | -37.50% | -3.26% | 23:26 | 12:14 | 12:41 | 18:31 | 28:02 | 41:17 | 15:21 | 11:22 |
 | Abaddon | 3 | 23.08% | 30.3 | 66.67% | +36.67% | +33.33% | 0.00% | 0.00% | 25:50 | 22:46 | 22:46 | 27:04 | 27:39 | 27:39 | 04:53 | 03:37 |
 | Slardar | 3 | 100.00% | 28.9 | 33.33% | +33.33% | -33.33% | 0.00% | 2.54% | 24:48 | 18:37 | 18:37 | 24:04 | 31:44 | 31:44 | 13:07 | 09:42 |
 | Outworld Destroyer | 5 | 71.43% | 27.6 | 40.00% | -60.00% | -40.00% | +60.00% | 0.00% | 21:36 | 17:47 | 17:47 | 21:27 | 22:22 | 25:08 | 04:35 | 03:23 |
 | Viper | 1 | 12.50% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:20 | 21:20 | 21:20 | 21:20 | 21:20 | 21:20 | 00:00 | 00:00 |
 | Terrorblade | 10 | 47.62% | 25.0 | 40.00% | -32.73% | +26.67% | -40.00% | -3.49% | 37:20 | 24:37 | 29:04 | 33:40 | 48:09 | 52:08 | 19:05 | 14:08 |
 | Mars | 11 | 91.67% | 23.7 | 27.27% | +27.27% | -27.27% | -27.27% | 0.00% | 15:19 | 10:23 | 12:50 | 14:36 | 15:17 | 28:18 | 02:27 | 01:48 |
 | Broodmother | 1 | 7.69% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:32 | 46:32 | 46:32 | 46:32 | 46:32 | 46:32 | 00:00 | 00:00 |
 | Faceless Void | 1 | 7.69% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:11 | 35:11 | 35:11 | 35:11 | 35:11 | 35:11 | 00:00 | 00:00 |
 | Drow Ranger | 4 | 13.33% | 19.7 | 50.00% | +3.85% | +50.00% | -50.00% | 0.00% | 51:17 | 36:21 | 36:21 | 49:49 | 55:30 | 1:03:29 | 19:09 | 14:11 |
 | Nature's Prophet | 1 | 2.00% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:10 | 50:10 | 50:10 | 50:10 | 50:10 | 50:10 | 00:00 | 00:00 |
 | Lifestealer | 3 | 23.08% | 17.1 | 0.00% | -80.00% | 0.00% | 0.00% | 0.00% | 41:03 | 28:38 | 28:38 | 43:46 | 50:44 | 50:44 | 22:06 | 16:22 |
 | Dawnbreaker | 3 | 23.08% | 15.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 33:02 | 17:57 | 17:57 | 32:50 | 48:18 | 48:18 | 30:21 | 22:28 |
 | Sven | 1 | 50.00% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:18 | 15:18 | 15:18 | 15:18 | 15:18 | 15:18 | 00:00 | 00:00 |
 | Meepo | 1 | 100.00% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:14 | 11:14 | 11:14 | 11:14 | 11:14 | 11:14 | 00:00 | 00:00 |
 | Oracle | 1 | 25.00% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 00:00 | 00:00 |
 | Wraith King | 1 | 100.00% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:28 | 21:28 | 21:28 | 21:28 | 21:28 | 21:28 | 00:00 | 00:00 |
 | Arc Warden | 1 | 100.00% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:39 | 24:39 | 24:39 | 24:39 | 24:39 | 24:39 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 100.00% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:43 | 23:43 | 23:43 | 23:43 | 23:43 | 23:43 | 00:00 | 00:00 |
 | Clockwerk | 1 | 2.86% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 00:00 | 00:00 |
 | Huskar | 1 | 20.00% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Medusa | 1 | 50.00% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:31 | 29:31 | 29:31 | 29:31 | 29:31 | 29:31 | 00:00 | 00:00 |
 | Naga Siren | 2 | 14.29% | 2.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 42:24 | 41:05 | 41:05 | 43:42 | 43:42 | 43:42 | 02:37 | 01:56 |
 | Axe | 1 | 100.00% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:19 | 14:19 | 14:19 | 14:19 | 14:19 | 14:19 | 00:00 | 00:00 |