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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 | |
 | Aether Lens | 910 | 10.87% | 87.6 | 59.78% | +13.27% | +0.75% | +1.45% | 0.05% | 28:26 | 07:41 | 21:11 | 27:26 | 34:58 | 1:09:45 | 10:12 |
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 | |
 | Warlock | 4 | 28.57% | 100.0 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 19:11 | 17:09 | 17:09 | 18:55 | 20:05 | 20:36 | 02:56 | 02:10 |
 | Death Prophet | 14 | 7.04% | 98.5 | 92.86% | +43.67% | +7.14% | +7.14% | 0.00% | 29:44 | 22:05 | 24:59 | 29:33 | 35:09 | 36:40 | 10:10 | 07:31 |
 | Pangolier | 33 | 16.18% | 97.0 | 75.76% | +25.47% | -0.76% | +24.24% | 4.60% | 40:55 | 29:51 | 37:07 | 39:11 | 42:33 | 58:13 | 05:26 | 04:01 |
 | Shadow Demon | 16 | 64.00% | 95.5 | 68.75% | +46.53% | -18.75% | -18.75% | 0.00% | 22:57 | 15:09 | 16:28 | 19:57 | 25:58 | 39:16 | 09:30 | 07:02 |
 | Dark Willow | 6 | 27.27% | 94.0 | 83.33% | +33.33% | -33.33% | +16.67% | 4.14% | 32:33 | 19:29 | 27:29 | 31:47 | 39:34 | 44:29 | 12:05 | 08:57 |
 | Pugna | 24 | 85.71% | 92.5 | 62.50% | +12.50% | +4.17% | +4.17% | 0.00% | 14:57 | 07:41 | 09:36 | 14:52 | 17:39 | 27:18 | 08:03 | 05:57 |
 | Tiny | 10 | 4.15% | 91.0 | 90.00% | +41.95% | +10.00% | -40.00% | 0.00% | 34:48 | 24:50 | 29:27 | 35:34 | 37:56 | 42:09 | 08:29 | 06:17 |
 | Beastmaster | 50 | 24.04% | 89.6 | 66.00% | +17.90% | +26.31% | -24.33% | -6.28% | 31:32 | 20:28 | 27:34 | 30:50 | 35:38 | 55:18 | 08:04 | 05:58 |
 | Shadow Shaman | 3 | 75.00% | 88.1 | 66.67% | +66.67% | +33.33% | 0.00% | -10.75% | 13:36 | 11:56 | 11:56 | 13:50 | 15:02 | 15:02 | 03:06 | 02:17 |
 | Skywrath Mage | 12 | 20.00% | 86.6 | 75.00% | +39.58% | -41.67% | +25.00% | 7.08% | 22:27 | 14:57 | 16:18 | 22:42 | 25:43 | 31:51 | 09:25 | 06:58 |
 | Magnus | 5 | 27.78% | 85.1 | 80.00% | +41.54% | +20.00% | +20.00% | 0.00% | 32:32 | 27:52 | 27:52 | 31:54 | 34:59 | 38:29 | 07:07 | 05:16 |
 | Puck | 35 | 34.65% | 83.6 | 62.86% | +23.47% | +14.92% | +3.81% | -1.43% | 34:30 | 25:26 | 29:55 | 35:21 | 37:42 | 42:54 | 07:47 | 05:45 |
 | Rubick | 203 | 52.05% | 82.1 | 57.14% | +21.31% | +7.57% | -4.20% | -1.22% | 22:33 | 12:12 | 16:41 | 19:52 | 26:22 | 49:44 | 09:41 | 07:10 |
 | Ember Spirit | 6 | 2.59% | 80.6 | 100.00% | +50.88% | 0.00% | 0.00% | 0.00% | 40:29 | 35:14 | 39:05 | 40:49 | 42:41 | 43:26 | 03:36 | 02:40 |
 | Crystal Maiden | 4 | 5.88% | 79.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 29:56 | 19:59 | 19:59 | 24:44 | 36:23 | 38:36 | 16:24 | 12:08 |
 | Dragon Knight | 22 | 14.77% | 77.6 | 68.18% | +18.57% | -18.18% | +31.82% | 5.20% | 37:11 | 28:58 | 31:47 | 35:49 | 41:24 | 52:29 | 09:37 | 07:07 |
 | Batrider | 57 | 65.52% | 76.1 | 54.39% | +27.72% | +17.04% | -11.53% | -3.78% | 27:29 | 11:50 | 23:11 | 27:00 | 30:44 | 39:27 | 07:33 | 05:35 |
 | Doom | 85 | 47.22% | 74.6 | 52.94% | +13.99% | +13.73% | -5.32% | -2.85% | 27:35 | 12:59 | 23:29 | 25:42 | 30:10 | 60:57 | 06:41 | 04:57 |
 | Jakiro | 19 | 21.35% | 73.1 | 63.16% | +18.87% | -3.16% | +16.84% | 2.06% | 33:36 | 20:04 | 25:35 | 33:09 | 35:17 | 57:16 | 09:42 | 07:11 |
 | Enigma | 24 | 33.80% | 71.6 | 58.33% | +13.65% | +8.34% | -8.33% | -1.16% | 27:54 | 11:20 | 21:00 | 28:03 | 35:20 | 40:20 | 14:20 | 10:37 |
 | Earthshaker | 15 | 34.88% | 70.1 | 60.00% | +20.71% | -10.00% | -10.00% | 0.00% | 33:00 | 22:25 | 25:36 | 30:29 | 33:40 | 49:29 | 08:04 | 05:58 |
 | Dazzle | 2 | 13.33% | 68.7 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 40:15 | 35:53 | 35:53 | 44:36 | 44:36 | 44:36 | 08:43 | 06:27 |
 | Riki | 11 | 24.44% | 67.2 | 63.64% | +28.35% | -30.31% | +3.03% | 2.93% | 34:12 | 22:16 | 26:27 | 35:14 | 37:49 | 46:42 | 11:22 | 08:25 |
 | Oracle | 7 | 53.85% | 65.7 | 57.14% | -9.53% | +42.86% | +42.86% | 0.00% | 22:46 | 10:25 | 14:36 | 22:05 | 23:58 | 41:09 | 09:22 | 06:56 |
 | Lion | 4 | 20.00% | 64.2 | 75.00% | +18.75% | -75.00% | +25.00% | 0.00% | 37:55 | 29:44 | 29:44 | 34:11 | 34:36 | 53:07 | 04:52 | 03:36 |
 | Snapfire | 13 | 5.65% | 62.7 | 69.23% | +24.53% | -2.56% | -35.90% | -2.08% | 39:51 | 25:13 | 30:15 | 34:22 | 46:19 | 1:07:35 | 16:04 | 11:54 |
 | Undying | 4 | 1.91% | 61.2 | 100.00% | +54.15% | 0.00% | 0.00% | 0.00% | 40:01 | 36:57 | 36:57 | 40:04 | 40:29 | 42:33 | 03:32 | 02:37 |
 | Tusk | 18 | 9.78% | 59.7 | 61.11% | +13.52% | +38.89% | +13.89% | -2.85% | 38:31 | 24:47 | 32:17 | 37:09 | 41:03 | 1:07:19 | 08:46 | 06:29 |
 | Hoodwink | 30 | 34.88% | 58.2 | 50.00% | +21.43% | +25.00% | -21.43% | -4.73% | 26:35 | 15:18 | 21:54 | 27:51 | 31:43 | 40:38 | 09:49 | 07:16 |
 | Techies | 22 | 39.29% | 56.7 | 50.00% | +20.59% | 0.00% | -10.00% | -0.81% | 29:00 | 15:13 | 21:22 | 25:29 | 33:43 | 60:46 | 12:21 | 09:08 |
 | Keeper of the Light | 24 | 35.29% | 55.2 | 50.00% | +6.82% | -50.00% | +16.67% | 7.17% | 28:58 | 17:36 | 23:34 | 27:50 | 32:52 | 48:22 | 09:18 | 06:53 |
 | Zeus | 38 | 82.61% | 53.7 | 42.11% | -7.89% | +17.89% | -8.78% | -2.31% | 22:06 | 12:49 | 15:35 | 20:27 | 27:07 | 43:10 | 11:32 | 08:32 |
 | Vengeful Spirit | 4 | 66.67% | 52.2 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 36:45 | 25:51 | 25:51 | 29:04 | 39:56 | 52:08 | 14:05 | 10:25 |
 | Mars | 2 | 6.25% | 50.7 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 39:32 | 25:00 | 25:00 | 54:03 | 54:03 | 54:03 | 29:03 | 21:31 |
 | Disruptor | 8 | 2.36% | 49.3 | 75.00% | +21.22% | +25.00% | -25.00% | -2.77% | 31:11 | 17:27 | 17:59 | 30:26 | 36:03 | 50:56 | 18:04 | 13:22 |
 | Underlord | 2 | 5.00% | 47.8 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 38:43 | 26:36 | 26:36 | 50:50 | 50:50 | 50:50 | 24:14 | 17:57 |
 | Primal Beast | 5 | 2.92% | 46.3 | 80.00% | +33.01% | +20.00% | +20.00% | 0.00% | 32:38 | 29:39 | 29:39 | 32:04 | 33:28 | 36:39 | 03:49 | 02:49 |
 | Invoker | 2 | 4.44% | 44.8 | 100.00% | +67.44% | 0.00% | 0.00% | 0.00% | 43:25 | 38:18 | 38:18 | 48:32 | 48:32 | 48:32 | 10:14 | 07:34 |
 | Bane | 7 | 58.33% | 43.3 | 42.86% | -17.14% | +7.14% | +7.14% | 0.00% | 21:55 | 17:58 | 18:54 | 20:27 | 22:24 | 28:49 | 03:30 | 02:35 |
 | Tidehunter | 4 | 6.25% | 41.8 | 75.00% | +28.33% | +25.00% | +25.00% | 0.00% | 28:33 | 24:57 | 24:57 | 25:26 | 28:41 | 35:09 | 03:44 | 02:45 |
 | Lich | 5 | 15.63% | 40.3 | 60.00% | +8.15% | +40.00% | +40.00% | 0.00% | 39:00 | 25:13 | 25:13 | 29:57 | 44:21 | 1:06:11 | 19:08 | 14:10 |
 | Abaddon | 2 | 3.03% | 38.8 | 100.00% | +54.69% | 0.00% | 0.00% | 0.00% | 31:43 | 29:22 | 29:22 | 34:03 | 34:03 | 34:03 | 04:41 | 03:28 |
 | Arc Warden | 2 | 50.00% | 37.3 | 50.00% | -50.00% | +50.00% | 0.00% | 0.00% | 23:56 | 22:13 | 22:13 | 25:39 | 25:39 | 25:39 | 03:26 | 02:32 |
 | Ancient Apparition | 1 | 6.67% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:45 | 1:09:45 | 1:09:45 | 1:09:45 | 1:09:45 | 1:09:45 | 00:00 | 00:00 |
 | Grimstroke | 6 | 46.15% | 34.3 | 33.33% | +4.76% | -33.33% | +66.67% | 22.90% | 26:22 | 19:29 | 24:01 | 25:19 | 28:23 | 33:39 | 04:22 | 03:14 |
 | Silencer | 3 | 2.86% | 32.8 | 66.67% | +15.69% | +33.33% | 0.00% | 0.00% | 28:17 | 15:55 | 15:55 | 33:15 | 35:40 | 35:40 | 19:45 | 14:37 |
 | Legion Commander | 1 | 2.56% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 00:00 | 00:00 |
 | Luna | 1 | 2.00% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 00:00 | 00:00 |
 | Dawnbreaker | 1 | 1.89% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 00:00 | 00:00 |
 | Sand King | 2 | 15.38% | 26.9 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 26:03 | 26:00 | 26:00 | 26:05 | 26:05 | 26:05 | 00:05 | 00:03 |
 | Tinker | 3 | 23.08% | 25.4 | 33.33% | +13.33% | +66.67% | 0.00% | 0.00% | 31:09 | 24:39 | 24:39 | 33:13 | 35:35 | 35:35 | 10:56 | 08:05 |
 | Void Spirit | 2 | 6.25% | 23.9 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 31:03 | 28:55 | 28:55 | 33:11 | 33:11 | 33:11 | 04:16 | 03:09 |
 | Centaur Warrunner | 2 | 3.23% | 22.4 | 50.00% | +1.67% | -50.00% | 0.00% | 0.00% | 38:44 | 37:23 | 37:23 | 40:05 | 40:05 | 40:05 | 02:42 | 02:00 |
 | Phantom Lancer | 3 | 11.11% | 20.9 | 33.33% | -20.84% | +66.67% | 0.00% | 0.00% | 28:35 | 24:10 | 24:10 | 27:41 | 33:53 | 33:53 | 09:43 | 07:11 |
 | Leshrac | 2 | 1.79% | 19.4 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 53:30 | 42:54 | 42:54 | 1:04:06 | 1:04:06 | 1:04:06 | 21:12 | 15:42 |
 | Broodmother | 3 | 3.80% | 17.9 | 33.33% | -15.35% | -33.33% | 0.00% | 0.00% | 45:14 | 41:46 | 41:46 | 42:04 | 51:52 | 51:52 | 10:06 | 07:28 |
 | Outworld Destroyer | 6 | 19.35% | 16.4 | 16.67% | -35.33% | +33.33% | -16.67% | 0.00% | 26:26 | 13:05 | 21:10 | 25:02 | 32:29 | 35:51 | 11:19 | 08:22 |
 | Marci | 1 | 1.75% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 00:00 | 00:00 |
 | Treant Protector | 1 | 1.06% | 13.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:06 | 57:06 | 57:06 | 57:06 | 57:06 | 57:06 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 6.25% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:30 | 45:30 | 45:30 | 45:30 | 45:30 | 45:30 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 7.14% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 00:00 | 00:00 |
 | Lina | 1 | 8.33% | 9.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Chaos Knight | 1 | 2.08% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 00:00 | 00:00 |
 | Omniknight | 1 | 14.29% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 00:00 | 00:00 |
 | Timbersaw | 1 | 1.02% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 00:00 | 00:00 |
 | Bounty Hunter | 2 | 5.56% | 3.0 | 0.00% | -64.71% | 0.00% | 0.00% | 0.00% | 48:48 | 45:22 | 45:22 | 52:14 | 52:14 | 52:14 | 06:52 | 05:05 |
 | Axe | 1 | 11.11% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:32 | 23:32 | 23:32 | 23:32 | 23:32 | 23:32 | 00:00 | 00:00 |