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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 | 1120 | 13.43% | 83.1 | 59.82% | +14.44% | -1.61% | +0.18% | 0.13% | 29:06 | 09:42 | 21:58 | 27:37 | 35:33 | 1:21:08 | 10:03 |
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 | 6 | 66.67% | 100.0 | 83.33% | +16.66% | +16.67% | +16.67% | 0.00% | 29:33 | 18:52 | 23:56 | 28:14 | 37:01 | 38:51 | 13:05 | 09:41 |
 | Earthshaker | 8 | 40.00% | 98.3 | 87.50% | +45.83% | -37.50% | +12.50% | 14.15% | 27:41 | 21:36 | 25:22 | 26:21 | 28:54 | 34:46 | 03:32 | 02:37 |
 | Riki | 47 | 42.73% | 96.6 | 78.72% | +21.58% | +12.95% | -12.05% | -2.78% | 32:10 | 21:52 | 26:35 | 28:54 | 35:35 | 1:15:06 | 09:00 | 06:40 |
 | Invoker | 8 | 15.38% | 94.9 | 87.50% | +37.50% | +12.50% | +12.50% | 0.00% | 41:23 | 32:22 | 34:13 | 40:15 | 41:46 | 56:00 | 07:33 | 05:35 |
 | Puck | 37 | 52.86% | 93.2 | 67.57% | +40.30% | +10.21% | -0.90% | -1.48% | 32:10 | 24:39 | 27:44 | 30:36 | 35:13 | 49:00 | 07:29 | 05:32 |
 | Dark Willow | 15 | 37.50% | 91.5 | 73.33% | +37.33% | +1.67% | -23.33% | -2.54% | 32:02 | 19:06 | 25:17 | 30:58 | 35:07 | 46:35 | 09:50 | 07:17 |
 | Skywrath Mage | 7 | 18.92% | 89.8 | 85.71% | +52.38% | +14.29% | -35.71% | 0.00% | 27:21 | 17:20 | 20:36 | 22:58 | 33:05 | 37:52 | 12:29 | 09:14 |
 | Lich | 7 | 18.92% | 88.1 | 85.71% | +29.04% | +14.29% | +14.29% | 0.00% | 36:25 | 22:22 | 30:50 | 37:45 | 39:02 | 47:08 | 08:12 | 06:04 |
 | Keeper of the Light | 36 | 42.35% | 86.4 | 66.67% | +23.81% | -11.11% | +11.11% | 1.74% | 30:43 | 16:54 | 22:47 | 29:03 | 35:35 | 56:22 | 12:48 | 09:28 |
 | Arc Warden | 8 | 88.89% | 84.7 | 62.50% | +62.50% | -12.50% | -12.50% | 0.00% | 25:20 | 21:44 | 23:27 | 24:31 | 26:41 | 29:44 | 03:14 | 02:23 |
 | Batrider | 101 | 68.24% | 83.1 | 60.40% | +22.10% | +11.60% | -12.40% | -3.57% | 27:46 | 13:28 | 23:58 | 26:35 | 30:41 | 47:44 | 06:43 | 04:58 |
 | Shadow Demon | 21 | 63.64% | 81.4 | 61.90% | +20.23% | -1.90% | -1.90% | 0.00% | 23:21 | 12:45 | 16:39 | 20:15 | 27:54 | 44:02 | 11:15 | 08:20 |
 | Tusk | 23 | 7.19% | 79.7 | 73.91% | +31.82% | +26.09% | -40.58% | -7.01% | 39:31 | 25:24 | 35:01 | 37:15 | 44:32 | 51:48 | 09:31 | 07:02 |
 | Rubick | 262 | 57.96% | 78.0 | 56.87% | +18.45% | +9.80% | +10.82% | 0.08% | 23:32 | 11:05 | 16:46 | 20:44 | 29:07 | 60:01 | 12:21 | 09:08 |
 | Omniknight | 5 | 26.32% | 76.3 | 80.00% | +30.00% | +20.00% | -80.00% | -8.47% | 22:44 | 15:56 | 15:56 | 23:28 | 27:44 | 28:23 | 11:48 | 08:44 |
 | Enigma | 39 | 57.35% | 74.6 | 58.97% | +10.69% | -18.97% | +11.03% | 3.19% | 31:59 | 11:47 | 26:47 | 31:59 | 36:11 | 45:38 | 09:24 | 06:57 |
 | Pugna | 16 | 84.21% | 72.9 | 56.25% | -43.75% | +43.75% | -6.25% | -6.02% | 16:12 | 09:42 | 10:04 | 13:39 | 18:22 | 35:42 | 08:18 | 06:08 |
 | Tiny | 22 | 7.28% | 71.2 | 72.73% | +24.87% | -6.06% | +7.27% | 0.92% | 42:58 | 30:10 | 37:20 | 40:36 | 51:51 | 59:21 | 14:31 | 10:45 |
 | Outworld Destroyer | 13 | 50.00% | 69.5 | 61.54% | -15.38% | -28.21% | -28.21% | 0.00% | 27:35 | 19:33 | 22:22 | 27:08 | 29:48 | 37:23 | 07:26 | 05:30 |
 | Beastmaster | 46 | 30.87% | 67.8 | 58.70% | +11.13% | +7.97% | -31.43% | -4.62% | 29:21 | 19:22 | 24:47 | 27:33 | 33:19 | 44:46 | 08:32 | 06:19 |
 | Hoodwink | 59 | 36.88% | 66.1 | 54.24% | +23.55% | -0.91% | -7.57% | -0.53% | 29:18 | 14:26 | 22:41 | 28:52 | 35:22 | 51:50 | 12:41 | 09:23 |
 | Doom | 72 | 66.67% | 64.4 | 50.00% | +16.67% | 0.00% | -5.56% | -0.96% | 25:33 | 13:29 | 22:14 | 24:38 | 28:01 | 40:41 | 05:47 | 04:17 |
 | Oracle | 3 | 50.00% | 62.7 | 66.67% | +33.34% | -66.67% | 0.00% | 4.58% | 27:19 | 21:12 | 21:12 | 25:00 | 35:45 | 35:45 | 14:33 | 10:46 |
 | Ember Spirit | 12 | 5.36% | 61.0 | 75.00% | +27.36% | +25.00% | -8.33% | -2.02% | 43:44 | 28:42 | 35:19 | 39:06 | 51:47 | 1:01:50 | 16:28 | 12:11 |
 | Snapfire | 16 | 6.96% | 59.3 | 68.75% | +25.76% | -18.75% | -18.75% | 0.00% | 43:53 | 35:33 | 39:54 | 41:55 | 45:29 | 58:34 | 05:35 | 04:08 |
 | Mars | 16 | 14.41% | 57.6 | 62.50% | +25.66% | -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 | 5.00% | 55.9 | 100.00% | +36.84% | 0.00% | 0.00% | 0.00% | 38:39 | 27:14 | 27:14 | 34:04 | 54:40 | 54:40 | 27:26 | 20:19 |
 | Death Prophet | 13 | 5.02% | 54.2 | 69.23% | +21.26% | -2.56% | -2.56% | 0.00% | 30:01 | 17:31 | 19:03 | 30:51 | 35:33 | 47:15 | 16:30 | 12:13 |
 | Crystal Maiden | 6 | 4.23% | 52.5 | 83.33% | +34.80% | -33.33% | +16.67% | 18.87% | 37:36 | 33:08 | 35:24 | 35:50 | 38:03 | 45:46 | 02:39 | 01:57 |
 | Magnus | 24 | 42.11% | 50.8 | 50.00% | +1.52% | +16.67% | 0.00% | -1.74% | 29:08 | 17:46 | 24:02 | 27:57 | 33:36 | 39:32 | 09:34 | 07:05 |
 | Underlord | 2 | 9.09% | 49.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:42 | 38:47 | 38:47 | 40:36 | 40:36 | 40:36 | 01:49 | 01:20 |
 | Zeus | 40 | 78.43% | 47.5 | 42.50% | -2.95% | +17.50% | -12.50% | -2.96% | 23:20 | 12:18 | 17:54 | 21:17 | 28:03 | 45:45 | 10:09 | 07:31 |
 | Techies | 24 | 57.14% | 45.8 | 45.83% | +12.50% | +37.50% | -12.50% | -5.50% | 28:23 | 16:32 | 21:20 | 24:44 | 30:25 | 1:21:08 | 09:05 | 06:43 |
 | Void Spirit | 7 | 30.43% | 44.1 | 57.14% | +13.39% | +42.86% | -7.14% | 0.00% | 35:26 | 21:30 | 23:38 | 36:48 | 37:17 | 1:02:11 | 13:39 | 10:06 |
 | Pangolier | 23 | 12.37% | 42.4 | 52.17% | +4.93% | +31.16% | -2.17% | -4.39% | 40:59 | 31:20 | 36:07 | 40:24 | 43:43 | 56:19 | 07:36 | 05:37 |
 | Venomancer | 1 | 16.67% | 40.7 | 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 |
 | Timbersaw | 4 | 8.16% | 39.0 | 75.00% | +23.89% | +25.00% | -75.00% | 0.00% | 39:53 | 26:41 | 26:41 | 35:44 | 38:27 | 58:40 | 11:46 | 08:42 |
 | Broodmother | 11 | 7.69% | 37.3 | 54.55% | 0.00% | +12.12% | -21.22% | -4.21% | 37:56 | 21:35 | 31:00 | 37:12 | 38:55 | 57:39 | 07:55 | 05:51 |
 | Dragon Knight | 5 | 9.43% | 35.6 | 60.00% | +26.67% | -60.00% | +40.00% | 6.17% | 38:05 | 25:40 | 25:40 | 39:48 | 41:53 | 45:35 | 16:13 | 12:00 |
 | Silencer | 7 | 4.96% | 33.9 | 57.14% | +6.39% | -7.14% | -7.14% | 0.00% | 32:50 | 17:58 | 18:36 | 30:53 | 32:55 | 1:03:13 | 14:19 | 10:36 |
 | Lion | 1 | 7.14% | 32.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 00:00 | 00:00 |
 | Jakiro | 8 | 33.33% | 30.5 | 37.50% | 0.00% | +12.50% | -37.50% | -3.76% | 35:17 | 21:39 | 27:37 | 35:42 | 40:54 | 45:28 | 13:17 | 09:50 |
 | Bounty Hunter | 2 | 33.33% | 28.8 | 50.00% | 0.00% | -50.00% | 0.00% | 50.00% | 33:39 | 33:32 | 33:32 | 33:45 | 33:45 | 33:45 | 00:13 | 00:09 |
 | Axe | 2 | 28.57% | 27.1 | 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 |
 | Bane | 6 | 40.00% | 25.4 | 33.33% | +11.11% | +16.67% | -33.33% | -8.96% | 22:37 | 15:17 | 19:52 | 22:36 | 25:27 | 28:48 | 05:35 | 04:08 |
 | Grimstroke | 2 | 25.00% | 23.7 | 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% | 22.0 | 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 |
 | Primal Beast | 3 | 2.27% | 20.3 | 66.67% | +19.38% | +33.33% | 0.00% | 0.00% | 38:20 | 29:17 | 29:17 | 29:24 | 56:18 | 56:18 | 27:01 | 20:00 |
 | Vengeful Spirit | 3 | 37.50% | 18.6 | 33.33% | +13.33% | -33.33% | 0.00% | 8.10% | 26:14 | 24:48 | 24:48 | 24:58 | 28:55 | 28:55 | 04:07 | 03:02 |
 | Marci | 1 | 0.79% | 16.9 | 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 |
 | Clockwerk | 1 | 0.47% | 15.3 | 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 |
 | Legion Commander | 2 | 5.26% | 13.6 | 50.00% | +22.22% | -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 | 28.57% | 11.9 | 25.00% | -35.00% | -25.00% | +75.00% | 9.48% | 32:22 | 22:30 | 22:30 | 31:28 | 33:03 | 42:25 | 10:33 | 07:48 |
 | Morphling | 2 | 2.06% | 10.2 | 50.00% | +7.89% | -50.00% | 0.00% | 0.00% | 45:26 | 41:14 | 41:14 | 49:38 | 49:38 | 49:38 | 08:24 | 06:13 |
 | Winter Wyvern | 2 | 40.00% | 8.5 | 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 |
 | Naga Siren | 1 | 1.15% | 6.8 | 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 | 7.69% | 5.1 | 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 |
 | Shadow Fiend | 1 | 0.95% | 3.4 | 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 |
 | Mirana | 1 | 0.47% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:17 | 1:01:17 | 1:01:17 | 1:01:17 | 1:01:17 | 1:01:17 | 00:00 | 00:00 |