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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 Scepter | 933 | 15.27% | 81.5 | 58.20% | +13.69% | -0.69% | -4.55% | -0.31% | 30:00 | 12:15 | 22:36 | 29:26 | 35:14 | 1:19:40 | 09:21 |
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 | |
 | Arc Warden | 4 | 57.14% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 31:19 | 30:14 | 30:14 | 30:36 | 32:09 | 32:18 | 01:55 | 01:25 |
 | Elder Titan | 7 | 63.64% | 98.7 | 85.71% | +85.71% | +14.29% | -35.71% | -3.61% | 42:07 | 32:14 | 35:15 | 40:40 | 49:06 | 51:18 | 13:51 | 10:15 |
 | Keeper of the Light | 5 | 12.82% | 97.4 | 100.00% | +44.12% | 0.00% | 0.00% | 0.00% | 24:30 | 18:47 | 18:47 | 23:44 | 27:42 | 30:43 | 08:55 | 06:36 |
 | Phantom Assassin | 2 | 33.33% | 96.2 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 30:43 | 27:29 | 27:29 | 33:56 | 33:56 | 33:56 | 06:27 | 04:46 |
 | Ember Spirit | 64 | 40.76% | 94.9 | 68.75% | +27.89% | +12.50% | +12.50% | 0.00% | 34:07 | 24:40 | 30:45 | 33:13 | 35:10 | 51:41 | 04:25 | 03:16 |
 | Clockwerk | 19 | 14.50% | 93.6 | 78.95% | +30.74% | +21.05% | -18.95% | -3.15% | 36:44 | 23:16 | 28:23 | 36:02 | 41:06 | 56:28 | 12:43 | 09:25 |
 | Pudge | 27 | 90.00% | 92.3 | 62.96% | +62.96% | -5.82% | -20.10% | -6.80% | 17:26 | 12:42 | 16:03 | 17:26 | 18:09 | 21:53 | 02:06 | 01:33 |
 | Ursa | 11 | 13.25% | 91.0 | 81.82% | +34.60% | +18.18% | -15.15% | -5.25% | 31:41 | 20:29 | 27:15 | 32:35 | 33:36 | 38:26 | 06:21 | 04:42 |
 | Huskar | 3 | 75.00% | 89.7 | 66.67% | -33.33% | +33.33% | 0.00% | -15.75% | 25:29 | 24:30 | 24:30 | 25:21 | 26:37 | 26:37 | 02:07 | 01:34 |
 | Earth Spirit | 3 | 13.04% | 88.5 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 31:20 | 23:47 | 23:47 | 33:00 | 37:13 | 37:13 | 13:26 | 09:57 |
 | Outworld Destroyer | 10 | 83.33% | 87.2 | 60.00% | +10.00% | +6.67% | -60.00% | -18.10% | 18:58 | 16:08 | 16:51 | 18:26 | 20:32 | 22:52 | 03:41 | 02:43 |
 | Nature's Prophet | 65 | 34.03% | 85.9 | 61.54% | +12.33% | +7.21% | +13.46% | 1.13% | 19:39 | 13:05 | 15:04 | 16:37 | 20:37 | 1:02:34 | 05:33 | 04:06 |
 | Spirit Breaker | 10 | 35.71% | 84.6 | 70.00% | +31.11% | +30.00% | -20.00% | -4.61% | 38:27 | 29:26 | 33:20 | 34:08 | 44:11 | 53:43 | 10:51 | 08:02 |
 | Monkey King | 16 | 25.81% | 83.3 | 68.75% | +25.27% | -18.75% | +6.25% | 5.28% | 25:26 | 18:29 | 22:48 | 24:47 | 27:32 | 32:06 | 04:44 | 03:30 |
 | Viper | 9 | 40.91% | 82.1 | 66.67% | +28.21% | +33.33% | -16.67% | -8.09% | 19:57 | 16:20 | 16:24 | 18:14 | 22:35 | 29:10 | 06:11 | 04:34 |
 | Morphling | 30 | 43.48% | 80.8 | 60.00% | +11.28% | -10.00% | -2.86% | 1.26% | 27:21 | 21:31 | 23:49 | 26:33 | 29:29 | 37:55 | 05:40 | 04:11 |
 | Visage | 8 | 19.51% | 79.5 | 75.00% | +23.48% | -25.00% | +25.00% | 0.00% | 33:22 | 26:33 | 28:44 | 34:00 | 34:36 | 38:38 | 05:52 | 04:20 |
 | Axe | 1 | 33.33% | 78.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:31 | 39:31 | 39:31 | 39:31 | 39:31 | 39:31 | 00:00 | 00:00 |
 | Slark | 48 | 94.12% | 76.9 | 52.08% | +52.08% | -2.08% | -10.41% | -1.67% | 22:14 | 15:40 | 18:22 | 21:10 | 23:22 | 56:15 | 05:00 | 03:42 |
 | Zeus | 31 | 63.27% | 75.6 | 54.84% | +27.06% | +20.16% | -17.34% | -4.14% | 28:34 | 17:24 | 23:05 | 27:47 | 32:08 | 44:18 | 09:03 | 06:42 |
 | Bristleback | 4 | 100.00% | 74.4 | 50.00% | +50.00% | +50.00% | -50.00% | -37.74% | 18:22 | 14:44 | 14:44 | 17:13 | 17:23 | 24:09 | 02:39 | 01:57 |
 | Tiny | 36 | 15.32% | 73.1 | 61.11% | +8.35% | -16.67% | +5.56% | 2.24% | 33:03 | 18:34 | 26:37 | 32:52 | 36:33 | 53:15 | 09:56 | 07:21 |
 | Pangolier | 61 | 41.78% | 71.8 | 54.10% | -3.55% | +12.57% | +5.90% | -1.09% | 29:48 | 20:50 | 25:58 | 28:49 | 32:04 | 45:38 | 06:06 | 04:31 |
 | Terrorblade | 6 | 9.09% | 70.5 | 83.33% | +35.00% | +16.67% | +16.67% | 0.00% | 43:38 | 32:36 | 32:53 | 41:32 | 51:38 | 51:53 | 18:45 | 13:53 |
 | Storm Spirit | 13 | 34.21% | 69.2 | 61.54% | +17.54% | +5.13% | -28.21% | -5.18% | 35:44 | 28:31 | 30:29 | 35:44 | 36:55 | 48:50 | 06:26 | 04:45 |
 | Broodmother | 19 | 19.59% | 67.9 | 63.16% | +5.47% | -23.16% | -3.16% | 2.23% | 28:02 | 15:17 | 24:08 | 26:47 | 33:05 | 45:34 | 08:57 | 06:37 |
 | Timbersaw | 30 | 53.57% | 66.7 | 53.33% | +3.33% | +9.17% | -24.76% | -3.77% | 29:10 | 19:45 | 23:55 | 27:41 | 32:55 | 45:08 | 09:00 | 06:40 |
 | Vengeful Spirit | 3 | 50.00% | 65.4 | 66.67% | +66.67% | +33.33% | 0.00% | 0.00% | 15:58 | 13:15 | 13:15 | 16:06 | 18:32 | 18:32 | 05:17 | 03:54 |
 | Disruptor | 37 | 37.76% | 64.1 | 54.05% | -4.97% | +12.62% | -20.72% | -3.80% | 36:49 | 23:07 | 31:34 | 36:18 | 40:20 | 57:48 | 08:46 | 06:29 |
 | Spectre | 34 | 94.44% | 62.8 | 47.06% | +47.06% | +30.72% | -9.56% | -16.55% | 21:22 | 16:14 | 18:44 | 19:51 | 21:10 | 39:54 | 02:26 | 01:48 |
 | Primal Beast | 26 | 29.55% | 61.5 | 53.85% | +3.85% | +17.58% | -3.85% | -2.66% | 29:37 | 21:56 | 25:22 | 28:52 | 33:25 | 39:20 | 08:03 | 05:57 |
 | Slardar | 1 | 25.00% | 60.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 00:00 | 00:00 |
 | Enigma | 3 | 4.23% | 59.0 | 100.00% | +44.12% | 0.00% | 0.00% | 0.00% | 45:02 | 40:11 | 40:11 | 46:09 | 48:45 | 48:45 | 08:34 | 06:20 |
 | Snapfire | 42 | 25.93% | 57.7 | 50.00% | -6.67% | +22.73% | 0.00% | -2.08% | 31:17 | 12:15 | 24:52 | 29:52 | 35:48 | 1:09:08 | 10:56 | 08:05 |
 | Naga Siren | 9 | 12.16% | 56.4 | 66.67% | +17.44% | -66.67% | -16.67% | 1.92% | 46:26 | 28:05 | 31:23 | 44:47 | 57:23 | 1:19:40 | 26:00 | 19:15 |
 | Mirana | 8 | 5.13% | 55.1 | 75.00% | +27.70% | +25.00% | -25.00% | -6.22% | 29:29 | 20:37 | 24:20 | 30:02 | 32:22 | 36:01 | 08:02 | 05:57 |
 | Tusk | 46 | 19.91% | 53.8 | 50.00% | +7.30% | +25.00% | -22.73% | -6.46% | 35:57 | 21:38 | 31:38 | 33:59 | 39:01 | 1:06:21 | 07:23 | 05:28 |
 | Dark Seer | 8 | 18.60% | 52.6 | 62.50% | +22.50% | +37.50% | -12.50% | 0.00% | 36:12 | 28:36 | 29:29 | 31:04 | 37:30 | 48:32 | 08:01 | 05:56 |
 | Brewmaster | 13 | 61.90% | 51.3 | 46.15% | -16.35% | -12.82% | +20.52% | 6.03% | 25:52 | 17:54 | 20:26 | 24:03 | 25:58 | 44:06 | 05:32 | 04:05 |
 | Void Spirit | 14 | 60.87% | 50.0 | 42.86% | -1.58% | +32.14% | -9.53% | -3.74% | 29:35 | 19:50 | 23:25 | 28:26 | 34:33 | 46:36 | 11:08 | 08:14 |
 | Dragon Knight | 17 | 35.42% | 48.7 | 47.06% | +21.25% | +2.94% | +2.94% | 0.00% | 31:14 | 22:43 | 27:00 | 31:14 | 32:49 | 41:13 | 05:49 | 04:18 |
 | Tidehunter | 4 | 9.76% | 47.4 | 75.00% | +20.95% | +25.00% | +25.00% | 0.00% | 18:36 | 16:38 | 16:38 | 17:33 | 19:25 | 20:46 | 02:47 | 02:03 |
 | Sven | 2 | 5.41% | 46.2 | 100.00% | +68.57% | 0.00% | 0.00% | 0.00% | 41:39 | 35:58 | 35:58 | 47:20 | 47:20 | 47:20 | 11:22 | 08:25 |
 | Doom | 21 | 30.00% | 44.9 | 42.86% | +6.13% | +17.14% | -2.86% | -1.70% | 38:15 | 24:48 | 30:26 | 37:01 | 42:10 | 56:35 | 11:44 | 08:41 |
 | Shadow Demon | 8 | 25.00% | 43.6 | 50.00% | +12.50% | 0.00% | -50.00% | 0.00% | 38:36 | 24:58 | 29:47 | 33:35 | 45:19 | 53:31 | 15:32 | 11:30 |
 | Shadow Fiend | 2 | 3.45% | 42.3 | 100.00% | +55.36% | 0.00% | 0.00% | 0.00% | 32:52 | 28:01 | 28:01 | 37:43 | 37:43 | 37:43 | 09:42 | 07:11 |
 | Windranger | 1 | 12.50% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 00:00 | 00:00 |
 | Drow Ranger | 2 | 2.44% | 39.7 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 55:04 | 54:05 | 54:05 | 56:02 | 56:02 | 56:02 | 01:57 | 01:26 |
 | Venomancer | 1 | 11.11% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:09 | 44:09 | 44:09 | 44:09 | 44:09 | 44:09 | 00:00 | 00:00 |
 | Lycan | 6 | 19.35% | 37.2 | 50.00% | -6.00% | 0.00% | -50.00% | 0.00% | 33:15 | 27:17 | 29:48 | 30:09 | 35:30 | 42:48 | 05:42 | 04:13 |
 | Luna | 1 | 8.33% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:45 | 50:45 | 50:45 | 50:45 | 50:45 | 50:45 | 00:00 | 00:00 |
 | Dazzle | 2 | 40.00% | 34.6 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 29:11 | 22:25 | 22:25 | 35:57 | 35:57 | 35:57 | 13:32 | 10:01 |
 | Night Stalker | 2 | 40.00% | 33.3 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 23:58 | 20:39 | 20:39 | 27:16 | 27:16 | 27:16 | 06:37 | 04:54 |
 | Kunkka | 6 | 14.29% | 32.1 | 50.00% | +11.11% | -50.00% | +50.00% | 15.00% | 32:57 | 26:00 | 27:46 | 31:06 | 34:26 | 47:00 | 06:40 | 04:56 |
 | Leshrac | 5 | 5.15% | 30.8 | 60.00% | +3.48% | +40.00% | +40.00% | 0.00% | 43:04 | 25:29 | 25:29 | 44:03 | 50:14 | 58:06 | 24:45 | 18:20 |
 | Templar Assassin | 3 | 6.98% | 29.5 | 66.67% | +6.67% | +33.33% | 0.00% | 0.00% | 43:20 | 32:11 | 32:11 | 38:31 | 59:19 | 59:19 | 27:08 | 20:05 |
 | Rubick | 13 | 4.13% | 28.2 | 46.15% | -3.19% | -12.82% | -12.82% | 0.00% | 36:09 | 15:38 | 24:05 | 34:59 | 42:49 | 1:08:13 | 18:44 | 13:52 |
 | Gyrocopter | 7 | 70.00% | 26.9 | 28.57% | +28.57% | +21.43% | +21.43% | 0.00% | 18:37 | 13:35 | 16:23 | 17:07 | 20:08 | 24:33 | 03:45 | 02:46 |
 | Treant Protector | 2 | 0.83% | 25.6 | 100.00% | +47.70% | 0.00% | 0.00% | 0.00% | 39:31 | 36:51 | 36:51 | 42:11 | 42:11 | 42:11 | 05:20 | 03:57 |
 | Nyx Assassin | 1 | 5.88% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 00:00 | 00:00 |
 | Centaur Warrunner | 3 | 5.45% | 23.1 | 66.67% | +18.59% | +33.33% | 0.00% | 0.00% | 37:32 | 34:22 | 34:22 | 35:58 | 42:16 | 42:16 | 07:54 | 05:51 |
 | Dark Willow | 1 | 4.76% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:54 | 40:54 | 40:54 | 40:54 | 40:54 | 40:54 | 00:00 | 00:00 |
 | Dawnbreaker | 9 | 28.13% | 20.5 | 33.33% | -10.15% | +16.67% | -33.33% | -9.84% | 26:49 | 20:21 | 22:23 | 24:46 | 27:28 | 39:41 | 05:05 | 03:45 |
 | Troll Warlord | 4 | 10.26% | 19.2 | 50.00% | +7.14% | +50.00% | -50.00% | 0.00% | 25:53 | 23:57 | 23:57 | 25:21 | 25:32 | 28:41 | 01:35 | 01:10 |
 | Lina | 3 | 1.89% | 17.9 | 66.67% | +10.26% | +33.33% | 0.00% | 0.00% | 41:57 | 20:17 | 20:17 | 49:24 | 56:10 | 56:10 | 35:53 | 26:34 |
 | Enchantress | 4 | 6.35% | 16.7 | 50.00% | -0.85% | -50.00% | +50.00% | 0.00% | 27:25 | 15:31 | 15:31 | 30:44 | 31:41 | 31:44 | 16:10 | 11:58 |
 | Bane | 2 | 14.29% | 15.4 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 25:07 | 24:55 | 24:55 | 25:19 | 25:19 | 25:19 | 00:24 | 00:17 |
 | Silencer | 1 | 1.12% | 14.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:15 | 32:15 | 32:15 | 32:15 | 32:15 | 32:15 | 00:00 | 00:00 |
 | Invoker | 4 | 11.76% | 12.8 | 25.00% | -25.00% | -25.00% | +75.00% | 0.00% | 41:12 | 18:28 | 18:28 | 37:54 | 50:40 | 57:45 | 32:12 | 23:51 |
 | Medusa | 2 | 28.57% | 11.5 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 39:29 | 32:06 | 32:06 | 46:52 | 46:52 | 46:52 | 14:46 | 10:56 |
 | Meepo | 1 | 100.00% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 00:00 | 00:00 |
 | Sniper | 1 | 1.96% | 9.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:13 | 1:05:13 | 1:05:13 | 1:05:13 | 1:05:13 | 1:05:13 | 00:00 | 00:00 |
 | Puck | 1 | 1.52% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:19 | 1:06:19 | 1:06:19 | 1:06:19 | 1:06:19 | 1:06:19 | 00:00 | 00:00 |
 | Ancient Apparition | 1 | 33.33% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:16 | 26:16 | 26:16 | 26:16 | 26:16 | 26:16 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 50.00% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 00:00 | 00:00 |
 | Abaddon | 1 | 8.33% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 00:00 | 00:00 |
 | Faceless Void | 1 | 2.56% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:56 | 30:56 | 30:56 | 30:56 | 30:56 | 30:56 | 00:00 | 00:00 |
 | Skywrath Mage | 1 | 5.26% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:42 | 37:42 | 37:42 | 37:42 | 37:42 | 37:42 | 00:00 | 00:00 |