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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 | |
 | Aghanim's Shard | 399 | 28.50% | 89.1 | 55.64% | +17.88% | -5.64% | -5.64% | 0.00% | 25:55 | 15:00 | 17:30 | 23:23 | 31:48 | 1:13:10 | 10:35 |
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 | |
 | Omniknight | 3 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:07 | 17:07 | 17:10 | 18:20 | 18:20 | 01:13 | 00:54 |
 | Lifestealer | 5 | 50.00% | 98.7 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 31:33 | 18:18 | 18:18 | 35:07 | 37:30 | 42:41 | 19:12 | 14:13 |
 | Venomancer | 2 | 66.67% | 97.4 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 43:29 | 41:18 | 41:18 | 45:40 | 45:40 | 45:40 | 04:22 | 03:14 |
 | Clockwerk | 13 | 38.24% | 96.1 | 92.31% | +44.69% | +7.69% | -25.64% | -3.25% | 26:51 | 15:37 | 18:36 | 26:48 | 28:51 | 41:57 | 10:15 | 07:35 |
 | Warlock | 2 | 50.00% | 94.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 21:36 | 18:57 | 18:57 | 24:14 | 24:14 | 24:14 | 05:17 | 03:54 |
 | Faceless Void | 4 | 100.00% | 93.4 | 75.00% | +75.00% | +25.00% | -75.00% | -41.38% | 28:55 | 24:10 | 24:10 | 24:39 | 26:35 | 40:14 | 02:25 | 01:47 |
 | Nature's Prophet | 6 | 10.17% | 92.1 | 100.00% | +54.72% | 0.00% | 0.00% | 0.00% | 32:50 | 18:06 | 18:30 | 32:16 | 45:12 | 50:29 | 26:42 | 19:46 |
 | Earthshaker | 16 | 94.12% | 90.8 | 68.75% | +68.75% | -43.75% | +6.25% | 43.48% | 17:13 | 15:00 | 15:02 | 15:22 | 16:11 | 36:17 | 01:09 | 00:51 |
 | Naga Siren | 6 | 33.33% | 89.5 | 83.33% | +33.33% | +16.67% | -83.33% | -35.50% | 29:12 | 23:14 | 28:01 | 28:19 | 30:50 | 34:17 | 02:49 | 02:05 |
 | Night Stalker | 6 | 75.00% | 88.2 | 66.67% | +16.67% | -16.67% | +33.33% | 50.00% | 17:39 | 15:02 | 15:02 | 15:05 | 15:39 | 29:56 | 00:37 | 00:27 |
 | Dawnbreaker | 9 | 69.23% | 86.8 | 66.67% | +16.67% | -16.67% | +33.33% | 15.00% | 22:14 | 15:57 | 16:50 | 19:14 | 20:10 | 49:50 | 03:20 | 02:28 |
 | Chaos Knight | 2 | 25.00% | 85.5 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 30:50 | 22:56 | 22:56 | 38:44 | 38:44 | 38:44 | 15:48 | 11:42 |
 | Templar Assassin | 12 | 63.16% | 84.2 | 66.67% | +23.81% | -33.34% | 0.00% | 5.92% | 23:02 | 15:00 | 17:47 | 20:36 | 23:25 | 47:41 | 05:38 | 04:10 |
 | Lycan | 4 | 50.00% | 82.9 | 75.00% | +25.00% | +25.00% | -75.00% | -48.78% | 20:17 | 18:24 | 18:24 | 19:11 | 20:27 | 23:07 | 02:03 | 01:31 |
 | Dark Willow | 3 | 75.00% | 81.6 | 66.67% | +66.67% | +33.33% | 0.00% | -9.01% | 26:33 | 24:43 | 24:43 | 26:30 | 28:25 | 28:25 | 03:42 | 02:44 |
 | Pangolier | 23 | 67.65% | 80.3 | 60.87% | +15.42% | +22.46% | -27.54% | -9.32% | 19:57 | 15:01 | 16:54 | 18:38 | 22:16 | 28:03 | 05:22 | 03:58 |
 | Visage | 8 | 72.73% | 78.9 | 62.50% | +29.17% | +37.50% | -62.50% | -10.81% | 27:48 | 22:56 | 23:13 | 26:12 | 32:28 | 34:52 | 09:15 | 06:51 |
 | Gyrocopter | 9 | 100.00% | 77.6 | 55.56% | +55.56% | -55.56% | +44.44% | 57.69% | 16:04 | 15:01 | 15:08 | 15:59 | 16:52 | 17:12 | 01:44 | 01:17 |
 | Rubick | 40 | 48.19% | 76.3 | 60.00% | +22.79% | -10.00% | -10.00% | 0.00% | 28:23 | 15:00 | 22:17 | 27:52 | 32:46 | 53:48 | 10:29 | 07:45 |
 | Slark | 15 | 100.00% | 75.0 | 53.33% | +53.33% | +46.67% | -28.33% | -13.72% | 23:50 | 18:40 | 20:06 | 23:25 | 25:34 | 31:33 | 05:28 | 04:02 |
 | Enigma | 6 | 50.00% | 73.7 | 66.67% | +16.67% | -16.67% | +33.33% | 9.26% | 19:29 | 15:59 | 16:29 | 17:49 | 21:53 | 25:04 | 05:24 | 04:00 |
 | Oracle | 1 | 33.33% | 72.4 | 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 |
 | Wraith King | 1 | 33.33% | 71.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:29 | 44:29 | 44:29 | 44:29 | 44:29 | 44:29 | 00:00 | 00:00 |
 | Kunkka | 8 | 50.00% | 69.7 | 62.50% | 0.00% | -12.50% | +37.50% | 35.29% | 26:36 | 21:09 | 21:58 | 22:37 | 23:23 | 49:58 | 01:25 | 01:02 |
 | Zeus | 6 | 100.00% | 68.4 | 50.00% | +50.00% | +50.00% | -50.00% | -66.67% | 17:38 | 15:01 | 15:49 | 16:08 | 17:19 | 25:23 | 01:30 | 01:06 |
 | Leshrac | 2 | 15.38% | 67.1 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 40:34 | 36:55 | 36:55 | 44:12 | 44:12 | 44:12 | 07:17 | 05:23 |
 | Meepo | 1 | 25.00% | 65.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:23 | 17:23 | 17:23 | 17:23 | 17:23 | 17:23 | 00:00 | 00:00 |
 | Mars | 1 | 25.00% | 64.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:22 | 23:22 | 23:22 | 23:22 | 23:22 | 23:22 | 00:00 | 00:00 |
 | Ember Spirit | 22 | 45.83% | 63.2 | 50.00% | +19.23% | -16.67% | -10.00% | 1.04% | 31:22 | 22:33 | 27:17 | 31:22 | 33:40 | 39:45 | 06:23 | 04:43 |
 | Doom | 19 | 54.29% | 61.8 | 47.37% | +9.87% | -7.37% | +32.63% | 4.85% | 30:11 | 20:27 | 24:25 | 29:26 | 32:40 | 49:08 | 08:15 | 06:06 |
 | Techies | 10 | 100.00% | 60.5 | 40.00% | +40.00% | +26.67% | -40.00% | -66.67% | 15:28 | 15:00 | 15:01 | 15:11 | 15:52 | 16:19 | 00:51 | 00:37 |
 | Phoenix | 9 | 69.23% | 59.2 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 22:57 | 16:30 | 17:16 | 20:40 | 24:48 | 31:49 | 07:32 | 05:34 |
 | Sven | 1 | 20.00% | 57.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 00:00 | 00:00 |
 | Keeper of the Light | 7 | 25.93% | 56.6 | 57.14% | +12.14% | +42.86% | -57.14% | -11.65% | 32:54 | 23:43 | 25:57 | 30:36 | 34:32 | 47:33 | 08:35 | 06:21 |
 | Lion | 2 | 66.67% | 55.3 | 50.00% | -50.00% | -50.00% | 0.00% | 0.00% | 16:06 | 15:01 | 15:01 | 17:10 | 17:10 | 17:10 | 02:09 | 01:35 |
 | Timbersaw | 6 | 40.00% | 53.9 | 50.00% | +5.56% | 0.00% | +50.00% | 2.56% | 39:16 | 23:23 | 29:14 | 32:51 | 48:47 | 53:02 | 19:33 | 14:28 |
 | Drow Ranger | 12 | 100.00% | 52.6 | 33.33% | +33.33% | 0.00% | 0.00% | 0.00% | 17:56 | 15:40 | 17:02 | 17:13 | 17:57 | 23:54 | 00:55 | 00:40 |
 | Riki | 9 | 100.00% | 51.3 | 33.33% | +33.33% | -33.33% | +16.67% | 8.82% | 18:04 | 15:01 | 15:21 | 16:06 | 21:01 | 21:25 | 05:40 | 04:11 |
 | Queen of Pain | 1 | 14.29% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 00:00 | 00:00 |
 | Morphling | 6 | 28.57% | 48.7 | 50.00% | -10.00% | 0.00% | -50.00% | 0.00% | 28:44 | 16:38 | 18:24 | 18:41 | 42:20 | 44:42 | 23:56 | 17:43 |
 | Snapfire | 7 | 43.75% | 47.4 | 42.86% | -1.58% | +7.14% | +7.14% | 0.00% | 24:40 | 15:02 | 18:06 | 20:48 | 29:14 | 39:04 | 11:08 | 08:14 |
 | Primal Beast | 3 | 11.11% | 46.1 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 49:46 | 33:33 | 33:33 | 42:35 | 1:13:10 | 1:13:10 | 39:37 | 29:20 |
 | Grimstroke | 4 | 100.00% | 44.7 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 21:01 | 16:33 | 16:33 | 18:38 | 23:06 | 25:45 | 06:33 | 04:51 |
 | Broodmother | 1 | 7.69% | 43.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:38 | 51:38 | 51:38 | 51:38 | 51:38 | 51:38 | 00:00 | 00:00 |
 | Dragon Knight | 6 | 54.55% | 42.1 | 33.33% | -46.67% | +66.67% | -33.33% | -43.17% | 20:35 | 15:00 | 15:01 | 15:02 | 17:20 | 44:55 | 02:19 | 01:42 |
 | Jakiro | 1 | 5.88% | 40.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 00:00 | 00:00 |
 | Sniper | 2 | 33.33% | 39.5 | 50.00% | -25.00% | +50.00% | 0.00% | 0.00% | 35:38 | 23:59 | 23:59 | 47:16 | 47:16 | 47:16 | 23:17 | 17:14 |
 | Ursa | 2 | 28.57% | 38.2 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 40:01 | 30:31 | 30:31 | 49:30 | 49:30 | 49:30 | 18:59 | 14:03 |
 | Silencer | 1 | 4.17% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:08 | 16:08 | 16:08 | 16:08 | 16:08 | 16:08 | 00:00 | 00:00 |
 | Alchemist | 2 | 25.00% | 35.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 35:38 | 34:43 | 34:43 | 36:33 | 36:33 | 36:33 | 01:50 | 01:21 |
 | Hoodwink | 8 | 61.54% | 34.2 | 25.00% | -15.00% | +25.00% | -25.00% | -8.09% | 23:00 | 15:15 | 16:39 | 18:21 | 22:50 | 40:16 | 06:11 | 04:34 |
 | Puck | 2 | 22.22% | 32.9 | 50.00% | +21.43% | -50.00% | 0.00% | 0.00% | 34:09 | 18:14 | 18:14 | 50:04 | 50:04 | 50:04 | 31:50 | 23:34 |
 | Brewmaster | 2 | 22.22% | 31.6 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 20:39 | 15:03 | 15:03 | 26:15 | 26:15 | 26:15 | 11:12 | 08:17 |
 | Shadow Fiend | 2 | 18.18% | 30.3 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 37:54 | 33:32 | 33:32 | 42:15 | 42:15 | 42:15 | 08:43 | 06:27 |
 | Tiny | 1 | 1.85% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 |
 | Treant Protector | 5 | 71.43% | 27.6 | 20.00% | -30.00% | +80.00% | -20.00% | -58.82% | 20:38 | 15:09 | 15:09 | 16:51 | 16:51 | 38:19 | 01:42 | 01:15 |
 | Terrorblade | 2 | 8.70% | 26.3 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 41:01 | 39:42 | 39:42 | 42:20 | 42:20 | 42:20 | 02:38 | 01:57 |
 | Batrider | 2 | 8.00% | 25.0 | 50.00% | +2.17% | +50.00% | 0.00% | 0.00% | 32:45 | 23:04 | 23:04 | 42:25 | 42:25 | 42:25 | 19:21 | 14:20 |
 | Storm Spirit | 3 | 15.79% | 23.7 | 33.33% | -22.92% | +66.67% | 0.00% | 0.00% | 34:10 | 19:41 | 19:41 | 35:07 | 47:41 | 47:41 | 28:00 | 20:44 |
 | Disruptor | 2 | 4.44% | 22.4 | 50.00% | +1.16% | +50.00% | 0.00% | 0.00% | 40:29 | 36:07 | 36:07 | 44:50 | 44:50 | 44:50 | 08:43 | 06:27 |
 | Enchantress | 3 | 11.54% | 21.1 | 33.33% | -18.84% | -33.33% | 0.00% | 0.00% | 18:50 | 15:03 | 15:03 | 17:53 | 23:33 | 23:33 | 08:30 | 06:17 |
 | Shadow Demon | 1 | 50.00% | 19.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 00:00 | 00:00 |
 | Necrophos | 1 | 100.00% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:07 | 15:07 | 15:07 | 15:07 | 15:07 | 15:07 | 00:00 | 00:00 |
 | Luna | 1 | 8.33% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:54 | 37:54 | 37:54 | 37:54 | 37:54 | 37:54 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 33.33% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 00:00 | 00:00 |
 | Tusk | 1 | 2.08% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 00:00 | 00:00 |
 | Pudge | 2 | 18.18% | 13.2 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 36:47 | 27:57 | 27:57 | 45:37 | 45:37 | 45:37 | 17:40 | 13:05 |
 | Arc Warden | 1 | 25.00% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:12 | 60:12 | 60:12 | 60:12 | 60:12 | 60:12 | 00:00 | 00:00 |
 | Juggernaut | 1 | 100.00% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:13 | 31:13 | 31:13 | 31:13 | 31:13 | 31:13 | 00:00 | 00:00 |
 | Beastmaster | 4 | 18.18% | 9.2 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 36:06 | 17:17 | 17:17 | 23:22 | 47:18 | 56:25 | 30:01 | 22:14 |
 | Lone Druid | 1 | 100.00% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:30 | 19:30 | 19:30 | 19:30 | 19:30 | 19:30 | 00:00 | 00:00 |
 | Dark Seer | 1 | 8.33% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:30 | 17:30 | 17:30 | 17:30 | 17:30 | 17:30 | 00:00 | 00:00 |
 | Spectre | 1 | 12.50% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 00:00 | 00:00 |
 | Marci | 1 | 6.25% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 00:00 | 00:00 |
 | Death Prophet | 2 | 7.14% | 2.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 41:33 | 39:35 | 39:35 | 43:31 | 43:31 | 43:31 | 03:56 | 02:54 |
 | Pugna | 1 | 16.67% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 00:00 | 00:00 |