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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 | 1401 | 13.64% | 83.9 | 59.96% | +14.71% | -0.82% | +0.33% | 0.08% | 28:58 | 09:42 | 21:44 | 27:18 | 35:22 | 1:21:08 | 10:05 |
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 | |
 | Shadow Shaman | 7 | 70.00% | 100.0 | 85.71% | +19.04% | +14.29% | +14.29% | 0.00% | 27:31 | 15:20 | 18:52 | 28:14 | 30:22 | 38:51 | 11:30 | 08:31 |
 | Puck | 52 | 50.98% | 98.5 | 73.08% | +39.08% | +11.54% | -3.85% | -2.06% | 31:40 | 24:14 | 27:44 | 30:24 | 35:13 | 49:00 | 07:29 | 05:32 |
 | Skywrath Mage | 8 | 19.51% | 96.9 | 87.50% | +51.14% | +12.50% | -37.50% | -4.01% | 27:01 | 17:20 | 20:36 | 22:58 | 33:05 | 37:52 | 12:29 | 09:14 |
 | Dark Willow | 16 | 39.02% | 95.4 | 75.00% | +39.00% | 0.00% | -25.00% | -2.09% | 32:22 | 19:06 | 25:17 | 30:58 | 37:16 | 46:35 | 11:59 | 08:52 |
 | Arc Warden | 9 | 90.00% | 93.8 | 66.67% | +66.67% | +33.33% | -16.67% | -10.10% | 24:21 | 16:24 | 21:44 | 24:31 | 26:41 | 29:44 | 04:57 | 03:40 |
 | Riki | 62 | 43.06% | 92.3 | 69.35% | +13.25% | +18.15% | -9.35% | -2.82% | 32:04 | 21:52 | 26:35 | 28:54 | 36:20 | 1:15:06 | 09:45 | 07:13 |
 | Tusk | 36 | 9.35% | 90.8 | 77.78% | +36.81% | +22.22% | -11.11% | -2.51% | 41:40 | 25:24 | 35:19 | 39:21 | 48:36 | 1:13:19 | 13:17 | 09:50 |
 | Batrider | 138 | 71.13% | 89.2 | 63.77% | +29.84% | +21.94% | -16.71% | -5.55% | 27:12 | 13:28 | 23:16 | 26:05 | 30:14 | 52:59 | 06:58 | 05:09 |
 | Invoker | 8 | 13.79% | 87.7 | 87.50% | +39.50% | +12.50% | +12.50% | 0.00% | 41:23 | 32:22 | 34:13 | 40:15 | 41:46 | 56:00 | 07:33 | 05:35 |
 | Lion | 3 | 15.79% | 86.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:21 | 37:42 | 37:42 | 37:56 | 42:26 | 42:26 | 04:44 | 03:30 |
 | Pugna | 18 | 85.71% | 84.6 | 61.11% | -38.89% | +38.89% | -11.11% | -6.02% | 15:33 | 09:42 | 10:04 | 10:46 | 18:22 | 35:42 | 08:18 | 06:08 |
 | Keeper of the Light | 40 | 43.48% | 83.1 | 62.50% | +20.19% | -2.50% | +7.50% | 0.86% | 30:12 | 16:54 | 22:47 | 29:03 | 34:27 | 56:22 | 11:40 | 08:38 |
 | Enigma | 61 | 52.14% | 81.5 | 59.02% | +9.02% | +7.65% | -12.35% | -1.60% | 31:12 | 11:47 | 23:51 | 31:33 | 36:22 | 52:15 | 12:31 | 09:16 |
 | Rubick | 318 | 58.03% | 80.0 | 55.97% | +18.58% | +6.53% | +8.59% | 0.18% | 23:26 | 11:05 | 16:46 | 20:44 | 28:09 | 60:01 | 11:23 | 08:25 |
 | Tiny | 25 | 6.67% | 78.5 | 72.00% | +22.00% | -5.33% | +11.33% | 1.17% | 41:28 | 27:44 | 32:11 | 39:37 | 46:25 | 59:21 | 14:14 | 10:32 |
 | Omniknight | 5 | 22.73% | 76.9 | 80.00% | +27.06% | +20.00% | -80.00% | -8.47% | 22:44 | 15:56 | 15:56 | 23:28 | 27:44 | 28:23 | 11:48 | 08:44 |
 | Crystal Maiden | 8 | 5.00% | 75.4 | 87.50% | +42.11% | +12.50% | +12.50% | 0.00% | 35:27 | 22:57 | 33:08 | 35:24 | 37:27 | 45:46 | 04:19 | 03:11 |
 | Lich | 8 | 21.05% | 73.8 | 75.00% | +18.33% | +25.00% | +25.00% | 0.00% | 36:34 | 22:22 | 30:50 | 37:39 | 39:02 | 47:08 | 08:12 | 06:04 |
 | Beastmaster | 52 | 29.55% | 72.3 | 59.62% | +12.04% | +9.61% | -21.16% | -3.34% | 29:18 | 19:22 | 24:06 | 27:33 | 33:19 | 44:46 | 09:13 | 06:49 |
 | Shadow Demon | 26 | 56.52% | 70.8 | 57.69% | +12.69% | +13.74% | -7.69% | -1.98% | 23:47 | 12:45 | 17:18 | 20:15 | 28:08 | 44:02 | 10:50 | 08:01 |
 | Outworld Destroyer | 13 | 48.15% | 69.2 | 61.54% | -9.89% | -28.21% | -28.21% | 0.00% | 27:35 | 19:33 | 22:22 | 27:08 | 29:48 | 37:23 | 07:26 | 05:30 |
 | Earthshaker | 15 | 46.88% | 67.7 | 60.00% | +7.06% | +15.00% | -35.00% | -5.62% | 30:20 | 21:36 | 25:51 | 27:41 | 34:45 | 41:04 | 08:54 | 06:35 |
 | Doom | 81 | 66.39% | 66.2 | 51.85% | +20.14% | +8.15% | -1.85% | -1.81% | 25:36 | 13:29 | 22:11 | 24:23 | 27:42 | 50:12 | 05:31 | 04:05 |
 | Zeus | 59 | 80.82% | 64.6 | 50.85% | +7.99% | +2.48% | -10.85% | -1.39% | 23:11 | 10:12 | 17:54 | 21:17 | 27:29 | 45:45 | 09:35 | 07:05 |
 | Death Prophet | 15 | 4.84% | 63.1 | 73.33% | +25.19% | +1.67% | +1.67% | 0.00% | 28:17 | 16:55 | 18:36 | 29:22 | 33:06 | 47:15 | 14:30 | 10:44 |
 | Hoodwink | 62 | 34.64% | 61.5 | 53.23% | +20.75% | -3.23% | -13.23% | -0.80% | 29:33 | 14:26 | 22:57 | 28:52 | 35:30 | 51:50 | 12:33 | 09:17 |
 | Ember Spirit | 12 | 4.44% | 60.0 | 75.00% | +27.33% | +25.00% | -8.33% | -2.02% | 43:44 | 28:42 | 35:19 | 39:06 | 51:47 | 1:01:50 | 16:28 | 12:11 |
 | Snapfire | 26 | 9.39% | 58.5 | 61.54% | +16.52% | +9.89% | -11.54% | -3.18% | 41:17 | 21:16 | 37:30 | 41:08 | 44:14 | 1:04:22 | 06:44 | 04:59 |
 | Mars | 16 | 13.01% | 56.9 | 62.50% | +26.99% | -37.50% | -12.50% | 2.58% | 34:22 | 19:54 | 25:46 | 30:39 | 35:28 | 1:03:02 | 09:42 | 07:11 |
 | Tidehunter | 3 | 4.00% | 55.4 | 100.00% | +43.06% | 0.00% | 0.00% | 0.00% | 38:39 | 27:14 | 27:14 | 34:04 | 54:40 | 54:40 | 27:26 | 20:19 |
 | Dragon Knight | 7 | 10.00% | 53.8 | 71.43% | +39.68% | -21.43% | +28.57% | 11.36% | 40:35 | 25:40 | 37:29 | 40:56 | 41:53 | 52:44 | 04:24 | 03:15 |
 | Techies | 28 | 51.85% | 52.3 | 46.43% | +11.81% | +39.28% | -17.86% | -6.49% | 28:42 | 16:32 | 21:37 | 25:24 | 30:25 | 1:21:08 | 08:48 | 06:31 |
 | Pangolier | 25 | 10.82% | 50.8 | 56.00% | +7.94% | +27.33% | -6.00% | -3.67% | 41:37 | 31:20 | 35:46 | 40:24 | 44:51 | 1:02:12 | 09:05 | 06:43 |
 | Oracle | 3 | 33.33% | 49.2 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 27:19 | 21:12 | 21:12 | 25:00 | 35:45 | 35:45 | 14:33 | 10:46 |
 | Underlord | 2 | 6.90% | 47.7 | 100.00% | +48.15% | 0.00% | 0.00% | 0.00% | 39:42 | 38:47 | 38:47 | 40:36 | 40:36 | 40:36 | 01:49 | 01:20 |
 | Magnus | 38 | 51.35% | 46.2 | 42.11% | -2.33% | -2.11% | +2.33% | 0.43% | 26:44 | 15:25 | 21:39 | 24:48 | 31:53 | 39:32 | 10:14 | 07:34 |
 | Broodmother | 17 | 10.06% | 44.6 | 52.94% | -3.64% | -27.94% | -2.94% | 2.31% | 35:35 | 21:35 | 28:05 | 35:33 | 38:55 | 57:39 | 10:50 | 08:01 |
 | Vengeful Spirit | 4 | 44.44% | 43.1 | 50.00% | +30.00% | +50.00% | +50.00% | 0.00% | 25:47 | 24:26 | 24:26 | 24:48 | 24:58 | 28:55 | 00:32 | 00:23 |
 | Void Spirit | 11 | 34.38% | 41.5 | 45.45% | +7.35% | +21.22% | +21.22% | 0.00% | 35:01 | 21:30 | 25:24 | 32:15 | 37:17 | 1:02:11 | 11:53 | 08:48 |
 | Warlock | 1 | 14.29% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 |
 | Timbersaw | 4 | 5.71% | 38.5 | 75.00% | +26.52% | +25.00% | -75.00% | 0.00% | 39:53 | 26:41 | 26:41 | 35:44 | 38:27 | 58:40 | 11:46 | 08:42 |
 | Dark Seer | 2 | 3.17% | 36.9 | 100.00% | +52.46% | 0.00% | 0.00% | 0.00% | 39:02 | 35:01 | 35:01 | 43:02 | 43:02 | 43:02 | 08:01 | 05:56 |
 | Bane | 7 | 41.18% | 35.4 | 42.86% | +22.86% | +7.14% | -42.86% | -13.04% | 22:37 | 15:17 | 19:52 | 22:36 | 23:42 | 28:48 | 03:50 | 02:50 |
 | Venomancer | 1 | 10.00% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:18 | 34:18 | 34:18 | 34:18 | 34:18 | 34:18 | 00:00 | 00:00 |
 | Primal Beast | 4 | 2.58% | 32.3 | 75.00% | +26.66% | +25.00% | +25.00% | 0.00% | 37:06 | 29:17 | 29:17 | 29:24 | 33:26 | 56:18 | 04:09 | 03:04 |
 | Silencer | 7 | 4.17% | 30.8 | 57.14% | +8.07% | -7.14% | -7.14% | 0.00% | 32:50 | 17:58 | 18:36 | 30:53 | 32:55 | 1:03:13 | 14:19 | 10:36 |
 | Jakiro | 8 | 32.00% | 29.2 | 37.50% | +2.21% | +12.50% | -37.50% | -3.76% | 35:17 | 21:39 | 27:37 | 35:42 | 40:54 | 45:28 | 13:17 | 09:50 |
 | Axe | 2 | 28.57% | 27.7 | 50.00% | +30.00% | +50.00% | 0.00% | 0.00% | 28:24 | 26:32 | 26:32 | 30:16 | 30:16 | 30:16 | 03:44 | 02:45 |
 | Grimstroke | 2 | 25.00% | 26.2 | 50.00% | +33.33% | -50.00% | 0.00% | 47.62% | 19:31 | 18:59 | 18:59 | 20:02 | 20:02 | 20:02 | 01:03 | 00:46 |
 | Dazzle | 2 | 25.00% | 24.6 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 43:49 | 37:38 | 37:38 | 49:59 | 49:59 | 49:59 | 12:21 | 09:08 |
 | Bounty Hunter | 2 | 15.38% | 23.1 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 33:39 | 33:32 | 33:32 | 33:45 | 33:45 | 33:45 | 00:13 | 00:09 |
 | Marci | 1 | 0.66% | 21.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 00:00 | 00:00 |
 | Lina | 1 | 0.42% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:31 | 10:31 | 10:31 | 10:31 | 10:31 | 10:31 | 00:00 | 00:00 |
 | Clockwerk | 1 | 0.40% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 00:00 | 00:00 |
 | Treant Protector | 1 | 0.24% | 16.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 00:00 | 00:00 |
 | Legion Commander | 2 | 4.76% | 15.4 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 32:27 | 31:16 | 31:16 | 33:37 | 33:37 | 33:37 | 02:21 | 01:44 |
 | Phantom Lancer | 4 | 22.22% | 13.8 | 25.00% | -32.14% | -25.00% | +75.00% | 0.00% | 32:22 | 22:30 | 22:30 | 31:28 | 33:03 | 42:25 | 10:33 | 07:48 |
 | Morphling | 2 | 1.65% | 12.3 | 50.00% | +4.62% | -50.00% | 0.00% | 0.00% | 45:26 | 41:14 | 41:14 | 49:38 | 49:38 | 49:38 | 08:24 | 06:13 |
 | Leshrac | 2 | 0.96% | 10.8 | 50.00% | -7.28% | -50.00% | 0.00% | 0.00% | 41:29 | 15:13 | 15:13 | 1:07:45 | 1:07:45 | 1:07:45 | 52:32 | 38:54 |
 | Centaur Warrunner | 1 | 1.02% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:33 | 26:33 | 26:33 | 26:33 | 26:33 | 26:33 | 00:00 | 00:00 |
 | Windranger | 1 | 7.14% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 00:00 | 00:00 |
 | Naga Siren | 1 | 0.87% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 00:00 | 00:00 |
 | Shadow Fiend | 1 | 0.85% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:04 | 47:04 | 47:04 | 47:04 | 47:04 | 47:04 | 00:00 | 00:00 |
 | Winter Wyvern | 2 | 40.00% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:31 | 19:23 | 19:23 | 31:39 | 31:39 | 31:39 | 12:16 | 09:05 |
 | Mirana | 2 | 0.82% | 1.5 | 0.00% | -53.91% | 0.00% | 0.00% | 0.00% | 53:29 | 45:40 | 45:40 | 1:01:17 | 1:01:17 | 1:01:17 | 15:37 | 11:34 |