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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 | |
 | Blink Dagger | 1072 | 37.35% | 60.7 | 50.84% | +16.40% | +3.26% | +2.89% | -0.03% | 21:09 | 07:30 | 14:15 | 18:23 | 25:23 | 1:21:18 | 08:14 |
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 | |
 | Meepo | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:15 | 31:15 | 31:15 | 31:15 | 31:15 | 31:15 | 00:00 | 00:00 |
 | Earthshaker | 1 | 100.00% | 98.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 00:00 | 00:00 |
 | Windranger | 8 | 80.00% | 97.3 | 87.50% | +87.50% | +12.50% | +12.50% | 0.00% | 25:09 | 16:56 | 22:20 | 24:59 | 26:06 | 33:44 | 03:46 | 02:47 |
 | Legion Commander | 11 | 100.00% | 95.9 | 72.73% | +72.73% | +27.27% | -39.40% | -6.60% | 19:17 | 11:03 | 12:39 | 17:57 | 22:45 | 32:24 | 10:06 | 07:28 |
 | Sven | 5 | 71.43% | 94.5 | 80.00% | +30.00% | +20.00% | -80.00% | -68.18% | 21:09 | 19:43 | 19:43 | 20:53 | 21:11 | 23:17 | 01:28 | 01:05 |
 | Pudge | 1 | 50.00% | 93.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:05 | 22:05 | 22:05 | 22:05 | 22:05 | 22:05 | 00:00 | 00:00 |
 | Invoker | 12 | 21.82% | 91.8 | 83.33% | +22.86% | +16.67% | -16.66% | -8.16% | 29:45 | 26:31 | 27:02 | 30:40 | 31:07 | 33:42 | 04:05 | 03:01 |
 | Razor | 6 | 21.43% | 90.4 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 35:31 | 28:55 | 29:14 | 32:11 | 43:35 | 44:37 | 14:21 | 10:37 |
 | Terrorblade | 25 | 30.12% | 89.0 | 68.00% | +5.93% | +32.00% | -34.67% | -4.56% | 36:24 | 23:21 | 27:09 | 36:11 | 41:47 | 56:49 | 14:38 | 10:50 |
 | Tiny | 23 | 100.00% | 87.7 | 56.52% | +56.52% | +26.81% | -6.52% | -5.93% | 13:14 | 07:57 | 09:49 | 13:06 | 15:26 | 19:01 | 05:37 | 04:09 |
 | Ursa | 16 | 88.89% | 86.3 | 56.25% | +56.25% | +43.75% | -31.25% | -9.32% | 22:54 | 12:49 | 18:07 | 23:41 | 26:10 | 34:07 | 08:03 | 05:57 |
 | Rubick | 8 | 61.54% | 84.9 | 62.50% | +22.50% | +37.50% | -12.50% | 0.00% | 27:34 | 13:41 | 21:46 | 24:16 | 28:15 | 51:51 | 06:29 | 04:48 |
 | Drow Ranger | 5 | 22.73% | 83.6 | 80.00% | +38.82% | +20.00% | +20.00% | 0.00% | 32:16 | 21:14 | 21:14 | 28:37 | 39:31 | 47:43 | 18:17 | 13:32 |
 | Tidehunter | 40 | 95.24% | 82.2 | 52.50% | +2.50% | +7.50% | -2.50% | -2.08% | 18:13 | 12:58 | 14:50 | 16:05 | 19:39 | 32:09 | 04:49 | 03:34 |
 | Oracle | 15 | 51.72% | 80.8 | 60.00% | -11.43% | +15.00% | -35.00% | -6.11% | 28:13 | 20:09 | 22:27 | 27:48 | 30:38 | 41:54 | 08:11 | 06:03 |
 | Sand King | 33 | 100.00% | 79.5 | 51.52% | +51.52% | -1.52% | +23.48% | 9.38% | 12:30 | 07:30 | 10:54 | 12:41 | 13:34 | 16:40 | 02:40 | 01:58 |
 | Dark Willow | 9 | 34.62% | 78.1 | 66.67% | +7.85% | +33.33% | +33.33% | 0.00% | 31:57 | 22:44 | 23:32 | 31:24 | 34:58 | 40:56 | 11:26 | 08:28 |
 | Batrider | 19 | 86.36% | 76.7 | 52.63% | -14.04% | +7.37% | -32.63% | -4.49% | 21:30 | 14:05 | 16:53 | 22:28 | 25:47 | 27:31 | 08:54 | 06:35 |
 | Centaur Warrunner | 18 | 100.00% | 75.3 | 50.00% | +50.00% | +10.00% | 0.00% | -4.03% | 15:18 | 10:57 | 14:00 | 14:26 | 16:29 | 22:32 | 02:29 | 01:50 |
 | Doom | 38 | 100.00% | 74.0 | 50.00% | +50.00% | 0.00% | +5.56% | 0.90% | 16:24 | 10:52 | 13:14 | 15:21 | 19:24 | 23:11 | 06:10 | 04:34 |
 | Mars | 56 | 96.55% | 72.6 | 50.00% | 0.00% | +21.43% | -7.14% | -6.54% | 16:45 | 11:33 | 13:33 | 15:41 | 17:55 | 34:42 | 04:22 | 03:14 |
 | Lion | 115 | 94.26% | 71.2 | 49.57% | +21.00% | +15.95% | -11.64% | -5.39% | 20:03 | 12:49 | 16:30 | 18:35 | 21:37 | 41:33 | 05:07 | 03:47 |
 | Tusk | 19 | 76.00% | 69.9 | 52.63% | +35.96% | +27.37% | -12.63% | -14.81% | 21:09 | 13:36 | 19:09 | 21:16 | 21:51 | 27:12 | 02:42 | 02:00 |
 | Snapfire | 12 | 50.00% | 68.5 | 58.33% | +25.00% | +41.67% | -25.00% | -6.56% | 26:29 | 19:56 | 20:46 | 21:54 | 30:56 | 45:47 | 10:10 | 07:31 |
 | Brewmaster | 2 | 14.29% | 67.1 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 33:36 | 28:38 | 28:38 | 38:34 | 38:34 | 38:34 | 09:56 | 07:21 |
 | Templar Assassin | 46 | 80.70% | 65.8 | 50.00% | -4.55% | +25.00% | -22.73% | -9.27% | 17:30 | 08:22 | 13:13 | 16:45 | 18:22 | 46:04 | 05:09 | 03:48 |
 | Chaos Knight | 3 | 50.00% | 64.4 | 66.67% | +66.67% | -66.67% | 0.00% | 9.37% | 23:41 | 20:07 | 20:07 | 23:42 | 27:14 | 27:14 | 07:07 | 05:16 |
 | Dragon Knight | 90 | 100.00% | 63.0 | 46.67% | +46.67% | +9.85% | -14.85% | -10.74% | 13:12 | 09:44 | 11:56 | 12:43 | 14:14 | 25:02 | 02:18 | 01:42 |
 | Puck | 62 | 98.41% | 61.6 | 46.77% | +46.77% | +15.73% | -6.77% | -8.23% | 17:31 | 11:40 | 16:06 | 17:14 | 18:50 | 25:10 | 02:44 | 02:01 |
 | Death Prophet | 7 | 17.07% | 60.3 | 71.43% | +6.72% | -71.43% | +28.57% | 27.65% | 32:15 | 22:33 | 28:18 | 31:13 | 31:55 | 44:58 | 03:37 | 02:40 |
 | Grimstroke | 6 | 30.00% | 58.9 | 66.67% | +52.38% | -16.67% | +33.33% | 0.00% | 37:11 | 30:04 | 32:53 | 34:20 | 38:37 | 51:27 | 05:44 | 04:14 |
 | Shadow Demon | 16 | 66.67% | 57.5 | 50.00% | +12.50% | -25.00% | -25.00% | 0.00% | 32:29 | 19:51 | 26:10 | 28:56 | 34:41 | 53:28 | 08:31 | 06:18 |
 | Alchemist | 3 | 42.86% | 56.2 | 66.67% | +41.67% | +33.33% | 0.00% | 0.00% | 21:24 | 13:10 | 13:10 | 21:23 | 29:40 | 29:40 | 16:30 | 12:13 |
 | Jakiro | 1 | 25.00% | 54.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 00:00 | 00:00 |
 | Treant Protector | 9 | 39.13% | 53.4 | 55.56% | +19.85% | +44.44% | -55.56% | -8.97% | 26:52 | 15:54 | 19:51 | 24:34 | 31:00 | 41:16 | 11:09 | 08:15 |
 | Winter Wyvern | 34 | 47.89% | 52.1 | 47.06% | +6.52% | +8.50% | -9.56% | -1.83% | 31:27 | 16:49 | 25:47 | 29:58 | 35:38 | 48:26 | 09:51 | 07:17 |
 | Magnus | 29 | 96.67% | 50.7 | 41.38% | -58.62% | -12.81% | -12.81% | 0.00% | 14:02 | 09:56 | 11:13 | 14:01 | 14:42 | 25:06 | 03:29 | 02:34 |
 | Lina | 9 | 10.47% | 49.3 | 66.67% | +21.22% | -16.67% | +33.33% | 0.00% | 31:58 | 14:23 | 22:47 | 24:37 | 40:38 | 59:58 | 17:51 | 13:13 |
 | Night Stalker | 5 | 100.00% | 47.9 | 40.00% | +40.00% | -40.00% | -40.00% | 0.00% | 19:27 | 11:41 | 11:41 | 21:20 | 21:42 | 27:20 | 10:01 | 07:25 |
 | Slardar | 10 | 100.00% | 46.6 | 40.00% | +40.00% | +26.67% | +10.00% | -3.10% | 13:53 | 10:44 | 11:07 | 12:23 | 16:30 | 18:29 | 05:23 | 03:59 |
 | Axe | 81 | 100.00% | 45.2 | 38.27% | +38.27% | +11.73% | -13.27% | -4.40% | 14:25 | 09:23 | 11:18 | 13:08 | 16:59 | 26:04 | 05:41 | 04:12 |
 | Riki | 1 | 20.00% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:59 | 59:59 | 59:59 | 59:59 | 59:59 | 59:59 | 00:00 | 00:00 |
 | Nyx Assassin | 28 | 32.94% | 42.5 | 46.43% | -11.46% | +10.71% | -32.14% | -3.09% | 29:59 | 14:33 | 19:55 | 24:37 | 33:47 | 1:21:18 | 13:52 | 10:16 |
 | Dark Seer | 16 | 59.26% | 41.1 | 43.75% | -10.80% | +6.25% | +6.25% | 0.00% | 24:30 | 18:27 | 20:20 | 21:31 | 26:30 | 36:22 | 06:10 | 04:34 |
 | Medusa | 6 | 13.04% | 39.7 | 66.67% | +4.17% | +33.33% | -66.67% | 0.00% | 33:56 | 21:26 | 24:06 | 30:16 | 46:01 | 46:41 | 21:55 | 16:14 |
 | Pangolier | 29 | 85.29% | 38.4 | 37.93% | -42.07% | -9.36% | +4.93% | 2.25% | 20:13 | 12:47 | 17:07 | 18:53 | 23:28 | 30:32 | 06:21 | 04:42 |
 | Wraith King | 16 | 72.73% | 37.0 | 37.50% | +20.83% | -12.50% | -12.50% | 0.00% | 21:56 | 15:21 | 18:29 | 21:19 | 23:13 | 29:50 | 04:44 | 03:30 |
 | Enigma | 3 | 100.00% | 35.6 | 33.33% | +33.33% | -33.33% | 0.00% | 8.85% | 13:29 | 11:13 | 11:13 | 14:14 | 14:59 | 14:59 | 03:46 | 02:47 |
 | Viper | 2 | 4.44% | 34.2 | 100.00% | +53.49% | 0.00% | 0.00% | 0.00% | 30:17 | 23:44 | 23:44 | 36:49 | 36:49 | 36:49 | 13:05 | 09:41 |
 | Leshrac | 10 | 17.54% | 32.9 | 50.00% | +5.32% | +16.67% | 0.00% | -6.06% | 31:53 | 10:12 | 31:05 | 32:23 | 33:50 | 46:54 | 02:45 | 02:02 |
 | Hoodwink | 6 | 5.22% | 31.5 | 66.67% | +14.38% | +33.33% | -66.67% | -16.00% | 38:11 | 18:51 | 38:17 | 39:18 | 44:32 | 45:20 | 06:15 | 04:37 |
 | Disruptor | 1 | 11.11% | 30.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 00:00 | 00:00 |
 | Mirana | 7 | 8.75% | 28.8 | 57.14% | -4.50% | -57.14% | -7.14% | 13.27% | 33:12 | 24:49 | 29:25 | 32:38 | 33:11 | 44:46 | 03:46 | 02:47 |
 | Bloodseeker | 1 | 10.00% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:44 | 31:44 | 31:44 | 31:44 | 31:44 | 31:44 | 00:00 | 00:00 |
 | Juggernaut | 4 | 25.00% | 26.0 | 50.00% | +16.67% | -50.00% | -50.00% | 0.00% | 33:27 | 26:29 | 26:29 | 27:52 | 34:27 | 44:59 | 07:58 | 05:54 |
 | Bristleback | 1 | 7.69% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:07 | 40:07 | 40:07 | 40:07 | 40:07 | 40:07 | 00:00 | 00:00 |
 | Shadow Shaman | 5 | 100.00% | 23.3 | 20.00% | +20.00% | -20.00% | -20.00% | 0.00% | 29:30 | 24:19 | 24:19 | 25:55 | 36:21 | 36:32 | 12:02 | 08:54 |
 | Broodmother | 1 | 4.55% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:47 | 50:47 | 50:47 | 50:47 | 50:47 | 50:47 | 00:00 | 00:00 |
 | Naga Siren | 2 | 25.00% | 20.5 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 34:03 | 28:23 | 28:23 | 39:42 | 39:42 | 39:42 | 11:19 | 08:22 |
 | Arc Warden | 3 | 42.86% | 19.2 | 33.33% | +33.33% | -33.33% | 0.00% | 1.65% | 42:35 | 31:39 | 31:39 | 44:17 | 51:49 | 51:49 | 20:10 | 14:56 |
 | Beastmaster | 3 | 37.50% | 17.8 | 33.33% | -46.67% | -33.33% | 0.00% | 0.00% | 22:11 | 18:01 | 18:01 | 22:01 | 26:31 | 26:31 | 08:30 | 06:17 |
 | Luna | 1 | 1.25% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 00:00 | 00:00 |
 | Lifestealer | 2 | 8.70% | 15.1 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 48:05 | 43:00 | 43:00 | 53:09 | 53:09 | 53:09 | 10:09 | 07:31 |
 | Timbersaw | 2 | 3.85% | 13.7 | 50.00% | +8.00% | -50.00% | 0.00% | 0.00% | 40:09 | 31:20 | 31:20 | 48:57 | 48:57 | 48:57 | 17:37 | 13:02 |
 | Earth Spirit | 3 | 11.54% | 12.3 | 33.33% | -23.19% | -33.33% | 0.00% | 0.00% | 42:34 | 32:06 | 32:06 | 40:00 | 55:35 | 55:35 | 23:29 | 17:23 |
 | Elder Titan | 3 | 10.71% | 11.0 | 33.33% | -14.67% | +66.67% | 0.00% | 0.00% | 57:24 | 33:53 | 33:53 | 59:07 | 1:19:13 | 1:19:13 | 45:20 | 33:34 |
 | Zeus | 1 | 14.29% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:33 | 19:33 | 19:33 | 19:33 | 19:33 | 19:33 | 00:00 | 00:00 |
 | Morphling | 1 | 3.70% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:26 | 34:26 | 34:26 | 34:26 | 34:26 | 34:26 | 00:00 | 00:00 |
 | Kunkka | 1 | 3.85% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:03 | 43:03 | 43:03 | 43:03 | 43:03 | 43:03 | 00:00 | 00:00 |
 | Keeper of the Light | 1 | 9.09% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:57 | 35:57 | 35:57 | 35:57 | 35:57 | 35:57 | 00:00 | 00:00 |
 | Pugna | 1 | 50.00% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 20.00% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:23 | 25:23 | 25:23 | 25:23 | 25:23 | 25:23 | 00:00 | 00:00 |
 | Gyrocopter | 1 | 4.17% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 00:00 | 00:00 |