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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 | 3353 | 9.56% | 84.0 | 59.29% | +12.11% | -1.53% | +1.81% | 0.24% | 27:36 | 07:41 | 19:52 | 26:04 | 33:44 | 1:21:08 | 10:16 |
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 | |
 | Crystal Maiden | 18 | 4.25% | 100.0 | 88.89% | +41.35% | +11.11% | +11.11% | 0.00% | 32:30 | 19:59 | 24:44 | 33:08 | 37:27 | 49:35 | 12:43 | 09:25 |
 | Death Prophet | 29 | 5.20% | 98.8 | 82.76% | +35.50% | +2.95% | +2.95% | 0.00% | 28:59 | 16:55 | 22:05 | 29:33 | 35:09 | 47:15 | 13:04 | 09:40 |
 | Lich | 34 | 13.77% | 97.6 | 76.47% | +24.83% | +1.31% | -13.97% | -1.57% | 35:01 | 20:56 | 29:18 | 33:47 | 39:02 | 1:06:11 | 09:44 | 07:12 |
 | Dark Willow | 44 | 19.30% | 96.4 | 72.73% | +29.25% | +9.09% | -9.09% | -1.55% | 31:43 | 17:46 | 25:30 | 31:03 | 37:16 | 48:31 | 11:46 | 08:42 |
 | Riki | 73 | 33.03% | 95.2 | 68.49% | +17.14% | +9.29% | -7.38% | -1.52% | 32:23 | 21:52 | 26:27 | 29:19 | 37:23 | 1:15:06 | 10:56 | 08:05 |
 | Puck | 87 | 23.77% | 94.0 | 68.97% | +25.24% | +12.85% | -9.88% | -2.81% | 32:49 | 24:14 | 28:20 | 32:08 | 36:25 | 49:00 | 08:05 | 05:59 |
 | Tusk | 58 | 8.88% | 92.8 | 72.41% | +29.72% | +27.59% | -8.12% | -3.59% | 40:38 | 24:47 | 35:19 | 37:44 | 45:15 | 1:13:19 | 09:56 | 07:21 |
 | Oracle | 54 | 35.76% | 91.6 | 66.67% | +14.09% | +11.90% | +17.95% | 0.75% | 23:25 | 10:25 | 18:50 | 21:46 | 26:55 | 44:52 | 08:05 | 05:59 |
 | Tiny | 37 | 5.16% | 90.4 | 75.68% | +26.56% | +2.10% | +2.10% | 0.00% | 39:04 | 24:50 | 31:56 | 37:56 | 43:28 | 59:21 | 11:32 | 08:32 |
 | Invoker | 10 | 4.85% | 89.2 | 90.00% | +45.10% | +10.00% | +10.00% | 0.00% | 41:48 | 32:22 | 38:18 | 40:15 | 46:43 | 56:00 | 08:25 | 06:14 |
 | Pugna | 228 | 59.84% | 88.0 | 60.53% | +13.47% | -6.14% | +0.87% | 0.65% | 21:16 | 07:41 | 15:25 | 19:25 | 26:17 | 57:21 | 10:52 | 08:02 |
 | Lion | 30 | 20.98% | 86.7 | 70.00% | +21.33% | -20.00% | +1.43% | 2.46% | 34:48 | 15:01 | 29:44 | 34:11 | 38:26 | 60:07 | 08:42 | 06:26 |
 | Shadow Shaman | 12 | 57.14% | 85.5 | 66.67% | +33.34% | 0.00% | +33.33% | 2.53% | 22:48 | 11:56 | 15:02 | 18:52 | 28:14 | 38:51 | 13:12 | 09:46 |
 | Warlock | 10 | 16.13% | 84.3 | 80.00% | +24.23% | +20.00% | -30.00% | -8.04% | 23:24 | 16:01 | 18:55 | 20:36 | 25:08 | 35:29 | 06:13 | 04:36 |
 | Beastmaster | 105 | 14.38% | 83.1 | 63.81% | +9.73% | +13.11% | -25.35% | -4.09% | 30:15 | 16:11 | 25:00 | 29:41 | 34:24 | 55:18 | 09:24 | 06:57 |
 | Ember Spirit | 18 | 1.97% | 81.9 | 83.33% | +35.40% | +16.67% | -33.33% | 0.00% | 42:39 | 28:42 | 35:55 | 40:49 | 44:24 | 1:01:50 | 08:29 | 06:17 |
 | Batrider | 225 | 33.94% | 80.7 | 59.11% | +12.31% | +17.68% | -10.90% | -3.79% | 27:44 | 11:50 | 23:23 | 26:29 | 30:55 | 52:59 | 07:32 | 05:34 |
 | Skywrath Mage | 67 | 16.46% | 79.5 | 64.18% | +19.47% | +6.41% | -17.12% | -1.94% | 27:15 | 14:57 | 20:54 | 24:14 | 33:01 | 53:10 | 12:07 | 08:58 |
 | Enigma | 102 | 37.64% | 78.3 | 59.80% | +12.46% | +1.74% | -3.80% | -0.40% | 28:55 | 07:52 | 21:27 | 29:22 | 35:12 | 52:15 | 13:45 | 10:11 |
 | Pangolier | 58 | 7.02% | 77.1 | 67.24% | +17.37% | +12.76% | +11.33% | -0.22% | 41:13 | 29:51 | 37:07 | 39:41 | 43:43 | 1:02:12 | 06:36 | 04:53 |
 | Shadow Demon | 211 | 71.04% | 75.9 | 55.92% | +21.04% | +4.46% | +0.68% | -0.44% | 21:45 | 12:22 | 16:39 | 19:13 | 25:18 | 56:11 | 08:39 | 06:24 |
 | Bane | 23 | 54.76% | 74.7 | 60.87% | +29.29% | -10.87% | +5.80% | 2.87% | 22:56 | 15:17 | 19:38 | 22:24 | 25:27 | 33:34 | 05:49 | 04:18 |
 | Rubick | 723 | 52.51% | 73.5 | 55.46% | +18.30% | +8.08% | +1.45% | -0.61% | 22:55 | 09:50 | 16:27 | 20:12 | 27:16 | 1:14:40 | 10:49 | 08:00 |
 | Dragon Knight | 29 | 10.36% | 72.3 | 68.97% | +25.94% | -26.11% | +31.03% | 5.66% | 38:00 | 25:40 | 31:47 | 37:39 | 41:53 | 52:44 | 10:06 | 07:28 |
 | Grimstroke | 59 | 50.00% | 71.1 | 55.93% | +20.34% | -9.26% | +10.74% | 1.53% | 27:07 | 14:02 | 19:29 | 26:09 | 32:32 | 55:30 | 13:03 | 09:40 |
 | Techies | 109 | 17.06% | 69.9 | 57.80% | +7.99% | +16.27% | -9.65% | -2.24% | 29:24 | 14:27 | 22:14 | 27:24 | 33:49 | 1:21:08 | 11:35 | 08:34 |
 | Keeper of the Light | 69 | 15.51% | 68.7 | 59.42% | +11.28% | -18.24% | +17.05% | 3.08% | 30:04 | 16:54 | 23:00 | 29:20 | 34:27 | 56:22 | 11:27 | 08:28 |
 | Earthshaker | 34 | 19.77% | 67.5 | 61.76% | +8.14% | +4.91% | -24.26% | -2.81% | 31:33 | 21:36 | 25:51 | 28:54 | 36:13 | 49:29 | 10:22 | 07:40 |
 | Arc Warden | 11 | 33.33% | 66.3 | 63.64% | +13.64% | +36.36% | +3.03% | -9.71% | 24:16 | 16:24 | 22:13 | 24:31 | 25:39 | 29:44 | 03:26 | 02:32 |
 | Ancient Apparition | 11 | 11.58% | 65.1 | 72.73% | +20.35% | -6.06% | -6.06% | 0.00% | 37:01 | 26:35 | 26:48 | 32:42 | 38:55 | 1:09:45 | 12:07 | 08:58 |
 | Doom | 165 | 23.91% | 63.9 | 52.12% | +3.36% | +6.42% | -8.22% | -2.26% | 26:29 | 12:59 | 22:38 | 25:18 | 29:06 | 60:57 | 06:28 | 04:47 |
 | Pudge | 9 | 6.77% | 62.7 | 77.78% | +28.59% | +22.22% | -27.78% | -8.38% | 27:10 | 19:39 | 24:39 | 25:16 | 30:37 | 32:48 | 05:58 | 04:25 |
 | Hoodwink | 98 | 34.88% | 61.4 | 52.04% | +19.80% | +11.96% | -10.37% | -1.88% | 28:15 | 12:18 | 21:54 | 28:02 | 33:46 | 51:50 | 11:52 | 08:47 |
 | Jakiro | 29 | 21.32% | 60.2 | 58.62% | +19.37% | -1.48% | -1.48% | 0.00% | 33:38 | 20:04 | 25:35 | 33:33 | 38:18 | 57:16 | 12:43 | 09:25 |
 | Snapfire | 39 | 6.03% | 59.0 | 61.54% | +18.12% | +8.46% | -11.54% | -2.03% | 40:48 | 21:16 | 34:22 | 40:04 | 44:14 | 1:07:35 | 09:52 | 07:18 |
 | Zeus | 103 | 71.03% | 57.8 | 47.57% | +9.47% | +2.43% | -5.26% | -0.81% | 22:30 | 10:12 | 17:10 | 20:35 | 26:42 | 45:45 | 09:32 | 07:03 |
 | Tidehunter | 7 | 2.34% | 56.6 | 85.71% | +36.74% | +14.29% | +14.29% | 0.00% | 32:53 | 24:57 | 25:26 | 28:41 | 34:04 | 54:40 | 08:38 | 06:23 |
 | Mars | 19 | 6.91% | 55.4 | 63.16% | +22.53% | -23.16% | -3.16% | 1.99% | 34:20 | 19:54 | 25:24 | 30:39 | 35:28 | 1:03:02 | 10:04 | 07:27 |
 | Vengeful Spirit | 21 | 12.80% | 54.2 | 57.14% | +15.18% | -17.14% | +22.86% | 2.90% | 31:27 | 19:20 | 24:11 | 28:55 | 38:00 | 57:17 | 13:49 | 10:14 |
 | Primal Beast | 9 | 1.91% | 53.0 | 77.78% | +27.78% | -27.78% | +22.22% | 0.00% | 34:37 | 29:17 | 29:24 | 32:04 | 33:28 | 56:18 | 04:04 | 03:00 |
 | Underlord | 4 | 1.29% | 51.8 | 100.00% | +46.25% | 0.00% | 0.00% | 0.00% | 39:12 | 26:36 | 26:36 | 38:47 | 40:36 | 50:50 | 14:00 | 10:22 |
 | Muerta | 13 | 9.22% | 50.6 | 61.54% | +16.23% | -28.21% | +38.46% | 7.06% | 23:27 | 12:45 | 16:38 | 23:54 | 26:05 | 38:42 | 09:27 | 07:00 |
 | Omniknight | 6 | 11.54% | 49.4 | 66.67% | +12.32% | +33.33% | -66.67% | -10.45% | 23:28 | 15:56 | 18:10 | 23:28 | 27:44 | 28:23 | 09:34 | 07:05 |
 | Dazzle | 9 | 19.57% | 48.2 | 55.56% | +6.91% | -5.56% | -5.56% | 0.00% | 37:45 | 22:13 | 22:44 | 35:53 | 44:36 | 59:02 | 21:52 | 16:11 |
 | Venomancer | 3 | 1.82% | 47.0 | 100.00% | +49.38% | 0.00% | 0.00% | 0.00% | 39:11 | 34:18 | 34:18 | 39:17 | 43:59 | 43:59 | 09:41 | 07:10 |
 | Outworld Destroyer | 19 | 25.33% | 45.8 | 47.37% | -11.56% | -7.37% | -27.37% | -2.32% | 27:13 | 13:05 | 22:22 | 27:08 | 30:59 | 37:23 | 08:37 | 06:22 |
 | Undying | 10 | 1.49% | 44.6 | 70.00% | +23.64% | +30.00% | -20.00% | 0.00% | 39:06 | 25:39 | 36:57 | 40:04 | 45:58 | 50:11 | 09:01 | 06:40 |
 | Witch Doctor | 4 | 6.45% | 43.4 | 75.00% | +21.55% | -75.00% | +25.00% | 0.00% | 31:46 | 24:33 | 24:33 | 30:34 | 33:01 | 38:56 | 08:28 | 06:16 |
 | Magnus | 52 | 14.05% | 42.2 | 40.38% | -8.05% | -1.92% | -9.61% | -0.60% | 29:12 | 15:25 | 22:35 | 27:27 | 35:22 | 47:10 | 12:47 | 09:28 |
 | Disruptor | 11 | 1.52% | 41.0 | 63.64% | +10.28% | +36.36% | -30.31% | 0.00% | 30:37 | 17:27 | 19:25 | 30:31 | 36:03 | 50:56 | 16:38 | 12:19 |
 | Broodmother | 21 | 5.88% | 39.8 | 47.62% | -5.65% | -27.62% | -7.62% | 1.80% | 37:14 | 21:35 | 30:38 | 37:12 | 41:46 | 57:39 | 11:08 | 08:14 |
 | Silencer | 12 | 2.15% | 38.6 | 58.33% | +8.05% | +8.34% | -25.00% | 0.00% | 34:48 | 15:55 | 18:36 | 32:55 | 36:00 | 1:03:13 | 17:24 | 12:53 |
 | Abaddon | 2 | 1.61% | 37.3 | 100.00% | +51.64% | 0.00% | 0.00% | 0.00% | 31:43 | 29:22 | 29:22 | 34:03 | 34:03 | 34:03 | 04:41 | 03:28 |
 | Lina | 28 | 10.07% | 36.1 | 35.71% | -18.69% | +7.15% | -7.14% | -12.43% | 11:10 | 08:06 | 09:57 | 10:25 | 11:06 | 18:42 | 01:09 | 00:51 |
 | Void Spirit | 13 | 3.13% | 34.9 | 46.15% | -5.09% | +20.52% | +20.52% | 0.00% | 34:24 | 21:30 | 25:24 | 32:15 | 37:17 | 1:02:11 | 11:53 | 08:48 |
 | Timbersaw | 5 | 1.10% | 33.7 | 60.00% | +9.33% | +40.00% | -60.00% | 0.00% | 40:23 | 26:41 | 26:41 | 38:27 | 42:23 | 58:40 | 15:42 | 11:37 |
 | Legion Commander | 3 | 1.47% | 32.5 | 66.67% | +22.39% | +33.33% | 0.00% | 0.00% | 30:04 | 25:19 | 25:19 | 31:16 | 33:37 | 33:37 | 08:18 | 06:08 |
 | Dark Seer | 3 | 0.98% | 31.3 | 66.67% | +15.18% | -66.67% | 0.00% | 0.00% | 37:38 | 34:50 | 34:50 | 35:01 | 43:02 | 43:02 | 08:12 | 06:04 |
 | Weaver | 1 | 1.41% | 30.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:05 | 46:05 | 46:05 | 46:05 | 46:05 | 46:05 | 00:00 | 00:00 |
 | Elder Titan | 1 | 0.92% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 00:00 | 00:00 |
 | Luna | 1 | 0.73% | 27.7 | 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 | 0.44% | 26.5 | 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 | 6.90% | 25.3 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 26:03 | 26:00 | 26:00 | 26:05 | 26:05 | 26:05 | 00:05 | 00:03 |
 | Leshrac | 4 | 1.01% | 24.1 | 50.00% | -4.73% | -50.00% | +50.00% | 0.00% | 47:30 | 15:13 | 15:13 | 42:54 | 1:04:06 | 1:07:45 | 48:53 | 36:12 |
 | Phoenix | 1 | 0.28% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Clockwerk | 1 | 0.15% | 21.7 | 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 |
 | Phantom Lancer | 7 | 5.19% | 20.5 | 28.57% | -20.65% | +21.43% | +21.43% | 0.00% | 30:44 | 22:30 | 24:10 | 31:28 | 33:03 | 42:25 | 08:53 | 06:34 |
 | Tinker | 3 | 7.14% | 19.3 | 33.33% | -12.82% | +66.67% | 0.00% | 0.00% | 31:09 | 24:39 | 24:39 | 33:13 | 35:35 | 35:35 | 10:56 | 08:05 |
 | Winter Wyvern | 4 | 12.50% | 18.1 | 25.00% | -3.57% | -25.00% | +75.00% | 0.00% | 26:42 | 19:23 | 19:23 | 20:14 | 31:39 | 35:32 | 12:16 | 09:05 |
 | Earth Spirit | 2 | 1.01% | 16.9 | 50.00% | +3.81% | -50.00% | 0.00% | 0.00% | 35:25 | 30:16 | 30:16 | 40:34 | 40:34 | 40:34 | 10:18 | 07:37 |
 | Marci | 2 | 0.81% | 15.7 | 50.00% | +3.25% | +50.00% | 0.00% | 0.00% | 25:34 | 23:53 | 23:53 | 27:15 | 27:15 | 27:15 | 03:22 | 02:29 |
 | Axe | 3 | 3.85% | 14.5 | 33.33% | -17.34% | -33.33% | 0.00% | 0.00% | 26:47 | 23:32 | 23:32 | 26:32 | 30:16 | 30:16 | 06:44 | 04:59 |
 | Morphling | 2 | 0.39% | 13.3 | 50.00% | +0.68% | -50.00% | 0.00% | 0.00% | 45:26 | 41:14 | 41:14 | 49:38 | 49:38 | 49:38 | 08:24 | 06:13 |
 | Treant Protector | 2 | 0.33% | 12.0 | 50.00% | -3.47% | -50.00% | 0.00% | 0.00% | 57:32 | 57:06 | 57:06 | 57:57 | 57:57 | 57:57 | 00:51 | 00:37 |
 | Centaur Warrunner | 3 | 1.46% | 10.8 | 33.33% | -14.45% | -33.33% | 0.00% | 0.00% | 34:40 | 26:33 | 26:33 | 37:23 | 40:05 | 40:05 | 13:32 | 10:01 |
 | Bounty Hunter | 4 | 2.53% | 9.6 | 25.00% | -30.48% | -25.00% | -25.00% | 0.00% | 41:13 | 33:32 | 33:32 | 33:45 | 45:22 | 52:14 | 11:50 | 08:45 |
 | Mirana | 3 | 0.43% | 8.4 | 33.33% | -21.45% | +66.67% | 0.00% | 0.00% | 46:28 | 32:27 | 32:27 | 45:40 | 1:01:17 | 1:01:17 | 28:50 | 21:21 |
 | Queen of Pain | 4 | 1.50% | 7.2 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 38:34 | 29:05 | 29:05 | 29:19 | 30:19 | 1:05:31 | 01:14 | 00:54 |
 | Chaos Knight | 1 | 0.54% | 6.0 | 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 |
 | Shadow Fiend | 1 | 0.38% | 4.8 | 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 |
 | Nyx Assassin | 3 | 3.90% | 3.6 | 0.00% | -41.89% | 0.00% | 0.00% | 0.00% | 47:47 | 42:34 | 42:34 | 45:30 | 55:18 | 55:18 | 12:44 | 09:25 |
 | Naga Siren | 1 | 0.26% | 2.4 | 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 |
 | Windranger | 1 | 0.39% | 1.2 | 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 |