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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 Blessing | 634 | 2.37% | 89.3 | 65.30% | +16.17% | +13.95% | -12.77% | 0.00% | 51:17 | 30:27 | 45:03 | 49:56 | 56:06 | 1:45:28 | 08:11 |
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 | |
 | Doom | 41 | 7.65% | 100.0 | 85.37% | +36.28% | +14.63% | -15.37% | -2.72% | 47:49 | 32:49 | 41:31 | 46:59 | 52:32 | 1:07:10 | 11:01 | 08:09 |
 | Spirit Breaker | 16 | 6.20% | 98.9 | 93.75% | +49.12% | +6.25% | +6.25% | 0.00% | 50:08 | 33:52 | 44:55 | 49:39 | 52:02 | 1:16:07 | 07:07 | 05:16 |
 | Phantom Assassin | 27 | 24.77% | 97.7 | 77.78% | +42.41% | -6.35% | +7.93% | 0.00% | 42:47 | 34:21 | 38:22 | 42:29 | 45:16 | 56:11 | 06:54 | 05:06 |
 | Gyrocopter | 16 | 11.03% | 96.6 | 81.25% | +30.09% | -6.25% | -6.25% | 0.00% | 40:36 | 33:25 | 37:58 | 39:57 | 42:01 | 47:23 | 04:03 | 03:00 |
 | Necrophos | 4 | 11.11% | 95.5 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 53:02 | 45:46 | 45:46 | 46:24 | 54:11 | 1:05:45 | 08:25 | 06:14 |
 | Kunkka | 10 | 5.56% | 94.3 | 90.00% | +42.94% | +10.00% | -40.00% | -3.59% | 56:48 | 40:25 | 50:21 | 56:11 | 1:04:16 | 1:09:23 | 13:55 | 10:18 |
 | Juggernaut | 17 | 16.50% | 93.2 | 76.47% | +33.45% | +23.53% | -1.47% | -2.32% | 40:39 | 33:06 | 34:46 | 41:08 | 45:33 | 50:28 | 10:47 | 07:59 |
 | Ember Spirit | 24 | 3.77% | 92.0 | 79.17% | +31.95% | +4.16% | -12.50% | -1.75% | 51:40 | 41:07 | 47:11 | 50:14 | 56:42 | 1:04:44 | 09:31 | 07:02 |
 | Sven | 6 | 2.69% | 90.9 | 100.00% | +49.31% | 0.00% | 0.00% | 0.00% | 57:18 | 47:20 | 51:27 | 51:41 | 1:02:45 | 1:14:37 | 11:18 | 08:22 |
 | Nature's Prophet | 28 | 6.25% | 89.8 | 71.43% | +22.38% | +28.57% | -28.57% | -5.76% | 52:08 | 37:34 | 46:21 | 50:28 | 56:16 | 1:11:31 | 09:55 | 07:20 |
 | Bloodseeker | 8 | 3.00% | 88.6 | 87.50% | +37.69% | +12.50% | -37.50% | -6.61% | 48:00 | 37:15 | 41:04 | 45:18 | 48:38 | 1:02:51 | 07:34 | 05:36 |
 | Meepo | 5 | 15.63% | 87.5 | 80.00% | +46.67% | +20.00% | +20.00% | 0.00% | 38:53 | 30:27 | 30:27 | 39:53 | 39:56 | 45:05 | 09:29 | 07:01 |
 | Dark Seer | 5 | 1.79% | 86.4 | 100.00% | +49.45% | 0.00% | 0.00% | 0.00% | 56:43 | 52:18 | 52:18 | 56:19 | 57:42 | 1:02:53 | 05:24 | 04:00 |
 | Troll Warlord | 4 | 3.36% | 85.2 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 41:11 | 36:40 | 36:40 | 38:47 | 42:46 | 46:29 | 06:06 | 04:31 |
 | Monkey King | 17 | 5.04% | 84.1 | 70.59% | +17.15% | +29.41% | -20.59% | -6.19% | 48:19 | 32:30 | 44:38 | 48:15 | 52:43 | 1:02:44 | 08:05 | 05:59 |
 | Phantom Lancer | 16 | 20.78% | 83.0 | 62.50% | +11.68% | +12.50% | -12.50% | -3.55% | 46:09 | 35:21 | 41:15 | 44:05 | 48:18 | 56:16 | 07:03 | 05:13 |
 | Spectre | 6 | 6.45% | 81.8 | 83.33% | +38.50% | +16.67% | +16.67% | 0.00% | 48:45 | 41:39 | 45:03 | 46:04 | 50:08 | 1:03:17 | 05:05 | 03:45 |
 | Slark | 16 | 6.18% | 80.7 | 68.75% | +16.90% | +31.25% | -18.75% | -6.12% | 51:33 | 37:04 | 47:10 | 50:24 | 55:20 | 1:06:47 | 08:10 | 06:02 |
 | Naga Siren | 21 | 8.08% | 79.5 | 61.90% | +8.34% | -1.90% | -1.90% | 0.00% | 49:19 | 38:18 | 43:56 | 50:04 | 52:16 | 1:04:26 | 08:20 | 06:10 |
 | Arc Warden | 4 | 16.67% | 78.4 | 75.00% | +40.00% | +25.00% | +25.00% | 0.00% | 44:23 | 39:17 | 39:17 | 40:46 | 41:26 | 56:01 | 02:09 | 01:35 |
 | Medusa | 16 | 6.87% | 77.3 | 62.50% | +11.35% | -12.50% | -12.50% | 0.00% | 47:41 | 34:43 | 41:47 | 46:52 | 50:45 | 1:08:38 | 08:58 | 06:38 |
 | Pangolier | 36 | 5.51% | 76.1 | 55.56% | +3.21% | 0.00% | -22.23% | -1.73% | 54:02 | 40:24 | 47:30 | 51:54 | 60:22 | 1:13:27 | 12:52 | 09:31 |
 | Pudge | 5 | 5.38% | 75.0 | 80.00% | +32.27% | +20.00% | -80.00% | 0.00% | 55:39 | 46:48 | 46:48 | 50:41 | 57:28 | 1:14:25 | 10:40 | 07:54 |
 | Dragon Knight | 11 | 5.34% | 73.9 | 63.64% | +14.41% | +3.03% | -30.31% | -3.84% | 53:28 | 40:41 | 45:43 | 53:26 | 54:24 | 1:08:15 | 08:41 | 06:25 |
 | Storm Spirit | 8 | 2.03% | 72.7 | 75.00% | +24.35% | +25.00% | -25.00% | 0.00% | 57:29 | 47:02 | 48:55 | 51:54 | 58:08 | 1:16:31 | 09:13 | 06:49 |
 | Windranger | 3 | 1.46% | 71.6 | 100.00% | +59.11% | 0.00% | 0.00% | 0.00% | 55:51 | 49:19 | 49:19 | 56:12 | 1:02:03 | 1:02:03 | 12:44 | 09:25 |
 | Lina | 5 | 2.72% | 70.5 | 80.00% | +28.04% | +20.00% | -80.00% | 0.00% | 45:20 | 38:16 | 38:16 | 46:10 | 49:43 | 52:16 | 11:27 | 08:28 |
 | Morphling | 30 | 8.43% | 69.3 | 46.67% | -5.78% | +40.83% | -18.10% | -8.82% | 48:34 | 39:38 | 44:59 | 47:57 | 51:40 | 1:07:10 | 06:41 | 04:57 |
 | Puck | 5 | 1.81% | 68.2 | 80.00% | +31.84% | +20.00% | -80.00% | 0.00% | 54:02 | 40:12 | 40:12 | 54:10 | 1:02:18 | 1:06:47 | 22:06 | 16:22 |
 | Axe | 4 | 5.71% | 67.0 | 75.00% | +32.58% | +25.00% | +25.00% | 0.00% | 55:01 | 52:07 | 52:07 | 52:54 | 54:47 | 60:16 | 02:40 | 01:58 |
 | Bristleback | 7 | 13.46% | 65.9 | 57.14% | +6.03% | +42.86% | -7.14% | -8.62% | 49:18 | 42:06 | 43:48 | 48:31 | 49:36 | 1:01:08 | 05:48 | 04:17 |
 | Terrorblade | 32 | 7.62% | 64.8 | 43.75% | -5.73% | +18.75% | -18.75% | 0.00% | 49:02 | 37:16 | 44:11 | 49:21 | 53:12 | 59:10 | 09:01 | 06:40 |
 | Timbersaw | 10 | 2.90% | 63.6 | 60.00% | +9.25% | -26.67% | -10.00% | 0.00% | 54:26 | 44:10 | 47:56 | 51:49 | 1:01:58 | 1:06:16 | 14:02 | 10:23 |
 | Warlock | 2 | 2.00% | 62.5 | 100.00% | +48.98% | 0.00% | 0.00% | 0.00% | 58:10 | 46:40 | 46:40 | 1:09:39 | 1:09:39 | 1:09:39 | 22:59 | 17:01 |
 | Viper | 5 | 9.26% | 61.4 | 60.00% | +17.14% | +40.00% | +40.00% | 0.00% | 49:56 | 45:31 | 45:31 | 48:57 | 52:01 | 54:52 | 06:30 | 04:48 |
 | Templar Assassin | 12 | 3.99% | 60.2 | 50.00% | +4.33% | -16.67% | +16.67% | 0.00% | 53:30 | 41:24 | 48:52 | 54:04 | 56:57 | 1:09:35 | 08:05 | 05:59 |
 | Legion Commander | 2 | 1.30% | 59.1 | 100.00% | +48.03% | 0.00% | 0.00% | 0.00% | 53:20 | 50:59 | 50:59 | 55:41 | 55:41 | 55:41 | 04:42 | 03:28 |
 | Sand King | 1 | 7.69% | 58.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:28 | 54:28 | 54:28 | 54:28 | 54:28 | 54:28 | 00:00 | 00:00 |
 | Lycan | 2 | 1.07% | 56.8 | 100.00% | +45.41% | 0.00% | 0.00% | 0.00% | 1:04:36 | 1:03:51 | 1:03:51 | 1:05:20 | 1:05:20 | 1:05:20 | 01:29 | 01:05 |
 | Leshrac | 7 | 2.88% | 55.7 | 57.14% | -0.49% | -7.14% | -7.14% | 0.00% | 47:30 | 36:53 | 41:00 | 44:36 | 50:14 | 58:47 | 09:14 | 06:50 |
 | Void Spirit | 2 | 0.71% | 54.5 | 100.00% | +46.79% | 0.00% | 0.00% | 0.00% | 1:01:36 | 58:36 | 58:36 | 1:04:35 | 1:04:35 | 1:04:35 | 05:59 | 04:25 |
 | Queen of Pain | 8 | 4.26% | 53.4 | 50.00% | +1.11% | +50.00% | -50.00% | -7.48% | 55:52 | 44:05 | 48:37 | 52:41 | 1:01:59 | 1:05:37 | 13:22 | 09:54 |
 | Treant Protector | 2 | 0.49% | 52.3 | 100.00% | +46.32% | 0.00% | 0.00% | 0.00% | 55:26 | 52:54 | 52:54 | 57:58 | 57:58 | 57:58 | 05:04 | 03:45 |
 | Clockwerk | 2 | 0.45% | 51.1 | 100.00% | +48.18% | 0.00% | 0.00% | 0.00% | 1:10:02 | 1:06:34 | 1:06:34 | 1:13:30 | 1:13:30 | 1:13:30 | 06:56 | 05:08 |
 | Drow Ranger | 5 | 2.31% | 50.0 | 60.00% | +17.82% | +40.00% | +40.00% | 0.00% | 48:51 | 43:38 | 43:38 | 49:06 | 50:30 | 54:05 | 06:52 | 05:05 |
 | Primal Beast | 11 | 2.79% | 48.9 | 45.45% | -4.68% | -12.12% | -12.12% | 0.00% | 58:08 | 49:12 | 50:55 | 60:09 | 1:01:15 | 1:08:30 | 10:20 | 07:39 |
 | Shadow Demon | 5 | 1.89% | 47.7 | 60.00% | +14.62% | +40.00% | -60.00% | 0.00% | 1:01:02 | 47:50 | 47:50 | 55:06 | 1:09:38 | 1:17:35 | 21:48 | 16:08 |
 | Keeper of the Light | 5 | 1.49% | 46.6 | 60.00% | +9.39% | -60.00% | +40.00% | 0.00% | 51:47 | 46:30 | 46:30 | 51:53 | 52:07 | 60:45 | 05:37 | 04:09 |
 | Anti-Mage | 3 | 2.88% | 45.5 | 66.67% | +8.25% | -66.67% | 0.00% | 0.00% | 56:18 | 41:04 | 41:04 | 1:02:23 | 1:05:26 | 1:05:26 | 24:22 | 18:02 |
 | Dazzle | 1 | 2.08% | 44.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:02 | 57:02 | 57:02 | 57:02 | 57:02 | 57:02 | 00:00 | 00:00 |
 | Sniper | 1 | 1.06% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:24 | 51:24 | 51:24 | 51:24 | 51:24 | 51:24 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 1.03% | 42.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:08 | 1:02:08 | 1:02:08 | 1:02:08 | 1:02:08 | 1:02:08 | 00:00 | 00:00 |
 | Ursa | 8 | 4.21% | 40.9 | 37.50% | -7.55% | +12.50% | -37.50% | 0.00% | 53:51 | 42:50 | 46:22 | 51:44 | 57:11 | 1:04:05 | 10:49 | 08:00 |
 | Razor | 1 | 0.88% | 39.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:49 | 1:08:49 | 1:08:49 | 1:08:49 | 1:08:49 | 1:08:49 | 00:00 | 00:00 |
 | Elder Titan | 1 | 0.71% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:14:30 | 1:14:30 | 1:14:30 | 1:14:30 | 1:14:30 | 1:14:30 | 00:00 | 00:00 |
 | Beastmaster | 7 | 1.19% | 37.5 | 42.86% | -9.55% | +7.14% | -42.86% | 0.00% | 47:50 | 41:14 | 41:29 | 47:25 | 49:50 | 58:04 | 08:21 | 06:11 |
 | Visage | 1 | 0.65% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:12 | 55:12 | 55:12 | 55:12 | 55:12 | 55:12 | 00:00 | 00:00 |
 | Rubick | 3 | 0.30% | 35.2 | 66.67% | +19.54% | +33.33% | 0.00% | 0.00% | 1:08:57 | 1:03:11 | 1:03:11 | 1:07:33 | 1:16:08 | 1:16:08 | 12:57 | 09:35 |
 | Hoodwink | 1 | 0.56% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:31 | 1:12:31 | 1:12:31 | 1:12:31 | 1:12:31 | 1:12:31 | 00:00 | 00:00 |
 | Pugna | 1 | 0.50% | 33.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:49 | 1:01:49 | 1:01:49 | 1:01:49 | 1:01:49 | 1:01:49 | 00:00 | 00:00 |
 | Marci | 1 | 0.50% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:32 | 45:32 | 45:32 | 45:32 | 45:32 | 45:32 | 00:00 | 00:00 |
 | Tidehunter | 1 | 0.41% | 30.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:26 | 58:26 | 58:26 | 58:26 | 58:26 | 58:26 | 00:00 | 00:00 |
 | Faceless Void | 1 | 0.41% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:44 | 50:44 | 50:44 | 50:44 | 50:44 | 50:44 | 00:00 | 00:00 |
 | Earthshaker | 10 | 5.08% | 28.4 | 30.00% | -26.15% | +36.67% | +20.00% | -1.07% | 56:21 | 44:49 | 48:35 | 54:16 | 1:04:10 | 1:07:30 | 15:35 | 11:32 |
 | Crystal Maiden | 1 | 0.36% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:42 | 51:42 | 51:42 | 51:42 | 51:42 | 51:42 | 00:00 | 00:00 |
 | Silencer | 1 | 0.26% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:17 | 54:17 | 54:17 | 54:17 | 54:17 | 54:17 | 00:00 | 00:00 |
 | Undying | 1 | 0.20% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:30:58 | 1:30:58 | 1:30:58 | 1:30:58 | 1:30:58 | 1:30:58 | 00:00 | 00:00 |
 | Invoker | 6 | 2.84% | 23.9 | 33.33% | -13.99% | +16.67% | -33.33% | 0.00% | 55:08 | 41:12 | 49:13 | 55:09 | 1:01:42 | 1:05:47 | 12:29 | 09:14 |
 | Batrider | 5 | 1.05% | 22.7 | 40.00% | -10.11% | +60.00% | -40.00% | 0.00% | 51:23 | 45:29 | 45:29 | 50:37 | 52:24 | 58:43 | 06:55 | 05:07 |
 | Lifestealer | 2 | 2.08% | 21.6 | 50.00% | +4.26% | +50.00% | 0.00% | 0.00% | 45:00 | 44:20 | 44:20 | 45:40 | 45:40 | 45:40 | 01:20 | 00:59 |
 | Muerta | 2 | 2.02% | 20.5 | 50.00% | +2.58% | +50.00% | 0.00% | 0.00% | 1:06:09 | 54:13 | 54:13 | 1:18:04 | 1:18:04 | 1:18:04 | 23:51 | 17:40 |
 | Tinker | 3 | 8.11% | 19.3 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 55:23 | 46:29 | 46:29 | 48:03 | 1:11:36 | 1:11:36 | 25:07 | 18:36 |
 | Centaur Warrunner | 2 | 1.46% | 18.2 | 50.00% | +12.22% | +50.00% | 0.00% | 0.00% | 1:06:08 | 1:05:02 | 1:05:02 | 1:07:13 | 1:07:13 | 1:07:13 | 02:11 | 01:37 |
 | Chaos Knight | 2 | 1.24% | 17.0 | 50.00% | -0.31% | +50.00% | 0.00% | 0.00% | 1:08:38 | 1:06:45 | 1:06:45 | 1:10:30 | 1:10:30 | 1:10:30 | 03:45 | 02:46 |
 | Broodmother | 2 | 0.86% | 15.9 | 50.00% | -0.22% | +50.00% | 0.00% | 0.00% | 57:55 | 45:34 | 45:34 | 1:10:16 | 1:10:16 | 1:10:16 | 24:42 | 18:17 |
 | Luna | 3 | 2.83% | 14.8 | 33.33% | -18.13% | -33.33% | 0.00% | 0.00% | 51:16 | 47:00 | 47:00 | 47:16 | 59:31 | 59:31 | 12:31 | 09:16 |
 | Wraith King | 4 | 6.90% | 13.6 | 25.00% | -23.15% | -25.00% | +75.00% | 0.00% | 45:35 | 40:44 | 40:44 | 45:30 | 47:23 | 48:43 | 06:39 | 04:55 |
 | Dark Willow | 3 | 1.41% | 12.5 | 33.33% | -18.57% | +66.67% | 0.00% | 0.00% | 58:05 | 52:38 | 52:38 | 55:47 | 1:05:50 | 1:05:50 | 13:12 | 09:46 |
 | Zeus | 6 | 7.14% | 11.4 | 16.67% | -20.51% | -16.67% | -16.67% | 0.00% | 56:04 | 49:47 | 50:15 | 55:27 | 59:34 | 1:04:43 | 09:19 | 06:54 |
 | Snapfire | 4 | 0.80% | 10.2 | 25.00% | -22.79% | -25.00% | -25.00% | 0.00% | 1:02:57 | 53:50 | 53:50 | 53:59 | 1:04:06 | 1:19:54 | 10:16 | 07:36 |
 | Tiny | 2 | 0.37% | 9.1 | 0.00% | -49.25% | 0.00% | 0.00% | 0.00% | 60:40 | 48:13 | 48:13 | 1:13:06 | 1:13:06 | 1:13:06 | 24:53 | 18:25 |
 | Winter Wyvern | 1 | 2.38% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:57 | 1:01:57 | 1:01:57 | 1:01:57 | 1:01:57 | 1:01:57 | 00:00 | 00:00 |
 | Enchantress | 1 | 0.22% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:45:28 | 1:45:28 | 1:45:28 | 1:45:28 | 1:45:28 | 1:45:28 | 00:00 | 00:00 |
 | Outworld Destroyer | 1 | 2.08% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:52 | 51:52 | 51:52 | 51:52 | 51:52 | 51:52 | 00:00 | 00:00 |
 | Techies | 1 | 0.25% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:14:03 | 1:14:03 | 1:14:03 | 1:14:03 | 1:14:03 | 1:14:03 | 00:00 | 00:00 |
 | Ancient Apparition | 1 | 1.25% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:42 | 1:12:42 | 1:12:42 | 1:12:42 | 1:12:42 | 1:12:42 | 00:00 | 00:00 |
 | Shadow Fiend | 2 | 1.06% | 2.3 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 60:35 | 57:19 | 57:19 | 1:03:51 | 1:03:51 | 1:03:51 | 06:32 | 04:50 |
 | Grimstroke | 2 | 1.44% | 1.1 | 0.00% | -48.18% | 0.00% | 0.00% | 0.00% | 1:16:40 | 1:12:29 | 1:12:29 | 1:20:51 | 1:20:51 | 1:20:51 | 08:22 | 06:11 |