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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 | |
 | Magic Stick | 546 | 86.67% | 79.8 | 50.37% | -4.20% | +12.67% | -8.46% | -3.08% | 04:39 | -01:30 | 01:07 | 03:26 | 07:59 | 22:17 | 04:47 |
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 | |
 | Chaos Knight | 2 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:01 |
 | Vengeful Spirit | 1 | 100.00% | 98.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:57 | 03:57 | 03:57 | 03:57 | 03:57 | 03:57 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 100.00% | 97.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Spirit Breaker | 1 | 100.00% | 96.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:48 | 05:48 | 05:48 | 05:48 | 05:48 | 05:48 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 100.00% | 95.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:01 | 00:01 | 00:01 | 00:01 | 00:01 | 00:01 | 00:00 | 00:00 |
 | Luna | 1 | 100.00% | 93.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:57 | 00:57 | 00:57 | 00:57 | 00:57 | 00:57 | 00:00 | 00:00 |
 | Underlord | 4 | 100.00% | 92.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:34 | -01:28 | 01:05 | 08:12 | 14:26 | 14:26 | 13:21 | 07:11 |
 | Bounty Hunter | 1 | 100.00% | 91.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:25 | 01:25 | 01:25 | 01:25 | 01:25 | 01:25 | 00:00 | 00:00 |
 | Nature's Prophet | 8 | 80.00% | 90.0 | 87.50% | -3.33% | -20.83% | +12.50% | 7.02% | 05:45 | -01:29 | 04:23 | 06:45 | 09:08 | 13:59 | 04:45 | 04:46 |
 | Phantom Assassin | 2 | 50.00% | 88.8 | 100.00% | +18.18% | 0.00% | 0.00% | 0.00% | 00:42 | 00:28 | 00:55 | 00:55 | 00:55 | 00:55 | 00:00 | 00:19 |
 | Dark Willow | 4 | 100.00% | 87.5 | 75.00% | +1.67% | +25.00% | +25.00% | 0.00% | 07:03 | 02:28 | 05:43 | 08:47 | 11:15 | 11:15 | 05:32 | 03:48 |
 | Phoenix | 14 | 100.00% | 86.3 | 71.43% | -4.01% | +8.57% | -4.76% | -1.71% | 06:52 | -01:29 | 04:08 | 08:27 | 11:57 | 13:03 | 07:49 | 04:49 |
 | Wraith King | 21 | 95.45% | 85.0 | 71.43% | -5.08% | +11.90% | -11.43% | -23.33% | 01:11 | -01:29 | -01:29 | -01:28 | 01:27 | 17:37 | 02:56 | 05:37 |
 | Monkey King | 10 | 100.00% | 83.8 | 70.00% | -5.63% | +30.00% | -20.00% | -6.28% | 04:33 | 00:44 | 01:03 | 04:14 | 09:01 | 10:57 | 07:58 | 03:58 |
 | Gyrocopter | 3 | 100.00% | 82.5 | 66.67% | +1.45% | +33.33% | -66.67% | -100.00% | 00:16 | -01:29 | 00:55 | 01:21 | 01:21 | 01:21 | 00:26 | 01:31 |
 | Earthshaker | 9 | 90.00% | 81.3 | 66.67% | -5.70% | 0.00% | -16.67% | -2.16% | 03:43 | -01:24 | 00:22 | 05:16 | 08:04 | 11:33 | 07:42 | 04:22 |
 | Enigma | 7 | 70.00% | 80.0 | 71.43% | -3.20% | -4.76% | -21.43% | -1.65% | 08:18 | 02:57 | 04:10 | 08:45 | 14:15 | 16:00 | 10:05 | 05:16 |
 | Beastmaster | 10 | 66.67% | 78.8 | 70.00% | -2.83% | -20.00% | +30.00% | 34.48% | 02:07 | -01:29 | 01:03 | 01:09 | 02:30 | 11:56 | 01:27 | 03:37 |
 | Viper | 11 | 91.67% | 77.5 | 63.64% | -1.81% | +36.36% | -30.31% | -23.39% | 06:15 | 01:32 | 04:41 | 06:34 | 07:32 | 12:03 | 02:51 | 03:06 |
 | Invoker | 4 | 57.14% | 76.3 | 75.00% | +2.78% | +25.00% | -75.00% | -9.09% | 05:51 | -01:29 | 02:00 | 09:51 | 13:00 | 13:00 | 11:00 | 06:43 |
 | Mirana | 13 | 92.86% | 75.0 | 61.54% | -3.84% | +38.46% | -28.21% | -17.78% | 02:59 | -01:29 | 01:20 | 02:23 | 05:05 | 10:37 | 03:45 | 03:03 |
 | Clockwerk | 8 | 88.89% | 73.8 | 62.50% | +1.63% | +4.17% | +37.50% | 8.55% | 04:17 | 01:46 | 02:51 | 04:36 | 06:45 | 07:43 | 03:54 | 02:10 |
 | Nyx Assassin | 15 | 100.00% | 72.5 | 60.00% | -4.84% | -20.00% | -10.00% | 1.85% | 03:50 | -01:30 | 01:42 | 04:45 | 07:07 | 11:34 | 05:25 | 04:26 |
 | Keeper of the Light | 12 | 100.00% | 71.3 | 58.33% | -2.54% | +16.67% | -25.00% | -6.48% | 05:55 | -01:29 | 02:25 | 07:33 | 08:51 | 12:50 | 06:26 | 04:27 |
 | Snapfire | 3 | 75.00% | 70.0 | 66.67% | -15.94% | -16.67% | +33.33% | 3.36% | 04:28 | -01:29 | -01:29 | 16:21 | 16:21 | 16:21 | 17:50 | 10:17 |
 | Abaddon | 3 | 75.00% | 68.8 | 66.67% | -18.33% | -16.67% | +33.33% | 3.37% | 05:35 | -01:28 | 01:42 | 16:32 | 16:32 | 16:32 | 14:50 | 09:36 |
 | Tiny | 7 | 100.00% | 67.5 | 57.14% | -11.61% | -23.81% | +42.86% | 13.79% | 06:37 | -01:27 | 05:29 | 08:52 | 10:19 | 14:19 | 04:50 | 05:06 |
 | Tusk | 7 | 100.00% | 66.3 | 57.14% | -1.19% | +9.53% | -57.14% | -11.08% | 07:23 | 00:11 | 05:13 | 10:29 | 11:14 | 12:16 | 06:01 | 04:50 |
 | Pangolier | 7 | 100.00% | 65.0 | 57.14% | -9.13% | +9.53% | -57.14% | -20.73% | 05:39 | 03:09 | 04:13 | 05:33 | 07:26 | 11:13 | 03:13 | 02:50 |
 | Medusa | 7 | 87.50% | 63.8 | 57.14% | -5.36% | -23.81% | +42.86% | 10.34% | 06:57 | 01:27 | 05:16 | 08:54 | 11:43 | 12:12 | 06:27 | 04:14 |
 | Mars | 28 | 100.00% | 62.5 | 53.57% | -3.00% | +21.43% | -39.28% | -8.24% | 04:08 | -01:29 | 00:52 | 03:19 | 08:14 | 16:47 | 07:22 | 04:40 |
 | Witch Doctor | 23 | 100.00% | 61.3 | 52.17% | -8.59% | +47.83% | -35.50% | -15.29% | 04:12 | -01:29 | 01:35 | 04:17 | 07:02 | 11:14 | 05:27 | 04:04 |
 | Batrider | 9 | 75.00% | 60.0 | 55.56% | +1.12% | +44.44% | -5.56% | -5.75% | 11:06 | -01:29 | 08:52 | 10:20 | 17:34 | 18:25 | 08:42 | 06:12 |
 | Sven | 2 | 100.00% | 58.8 | 50.00% | +7.69% | 0.00% | 0.00% | 0.00% | -01:25 | -01:29 | -01:21 | -01:21 | -01:21 | -01:21 | 00:00 | 00:05 |
 | Axe | 2 | 100.00% | 57.5 | 50.00% | -14.00% | 0.00% | 0.00% | 0.00% | -00:35 | -01:29 | 00:20 | 00:20 | 00:20 | 00:20 | 00:00 | 01:17 |
 | Night Stalker | 2 | 100.00% | 56.3 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:00 | 01:08 | 06:51 | 06:51 | 06:51 | 06:51 | 00:00 | 04:02 |
 | Shadow Fiend | 2 | 100.00% | 55.0 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:53 | 03:06 | 04:40 | 04:40 | 04:40 | 04:40 | 00:00 | 01:06 |
 | Slark | 4 | 100.00% | 53.8 | 50.00% | -2.38% | 0.00% | -50.00% | -5.46% | 03:31 | 00:53 | 01:00 | 02:00 | 10:09 | 10:09 | 09:09 | 04:27 |
 | Kunkka | 7 | 63.64% | 52.5 | 57.14% | -10.89% | +9.53% | -7.14% | -6.45% | 08:06 | -01:29 | 07:32 | 09:53 | 10:07 | 16:06 | 02:35 | 05:14 |
 | Juggernaut | 7 | 63.64% | 51.3 | 57.14% | +18.50% | +9.53% | -57.14% | -66.67% | -00:09 | -01:29 | -01:29 | -01:19 | 01:08 | 05:02 | 02:37 | 02:28 |
 | Puck | 13 | 68.42% | 50.0 | 53.85% | -4.97% | -3.85% | +12.82% | 1.97% | 04:20 | -01:29 | -01:29 | 04:41 | 09:57 | 17:04 | 11:26 | 06:08 |
 | Timbersaw | 10 | 90.91% | 48.8 | 50.00% | +2.59% | -25.00% | +50.00% | 11.42% | 02:15 | -01:28 | 00:50 | 01:20 | 07:24 | 09:05 | 06:34 | 03:19 |
 | Oracle | 15 | 100.00% | 47.5 | 46.67% | -6.34% | -6.67% | +3.33% | 2.86% | 04:22 | 00:41 | 03:10 | 04:12 | 06:40 | 08:05 | 03:30 | 02:13 |
 | Tidehunter | 19 | 90.48% | 46.3 | 47.37% | -5.59% | -14.04% | -7.37% | 3.10% | 02:00 | -01:29 | 00:55 | 01:27 | 03:04 | 08:22 | 02:09 | 02:44 |
 | Crystal Maiden | 13 | 92.86% | 45.0 | 46.15% | -6.71% | +3.85% | -46.15% | -7.14% | 04:01 | -01:29 | 01:11 | 03:20 | 08:11 | 11:48 | 07:00 | 04:14 |
 | Death Prophet | 6 | 75.00% | 43.8 | 50.00% | +15.82% | +16.67% | +50.00% | 12.05% | 05:54 | 02:23 | 05:30 | 06:44 | 08:16 | 08:16 | 02:46 | 02:19 |
 | Weaver | 7 | 100.00% | 42.5 | 42.86% | -5.14% | -9.53% | +57.14% | 66.67% | 01:17 | -01:29 | 01:34 | 01:45 | 01:54 | 02:11 | 00:20 | 01:14 |
 | Ember Spirit | 7 | 100.00% | 41.3 | 42.86% | -2.73% | -9.53% | +57.14% | 7.65% | 06:39 | 01:49 | 02:55 | 05:41 | 11:38 | 18:36 | 08:43 | 06:13 |
 | Earth Spirit | 27 | 100.00% | 40.0 | 40.74% | -3.39% | +21.76% | -26.45% | -6.81% | 06:27 | 01:16 | 02:21 | 06:34 | 09:26 | 15:50 | 07:05 | 03:53 |
 | Leshrac | 5 | 100.00% | 38.8 | 40.00% | 0.00% | -40.00% | -40.00% | 0.00% | 04:53 | 01:32 | 01:56 | 05:54 | 09:42 | 09:42 | 07:46 | 03:19 |
 | Shadow Shaman | 13 | 100.00% | 37.5 | 38.46% | -1.54% | -13.46% | +61.54% | 14.24% | 03:35 | -01:28 | 01:17 | 05:04 | 06:33 | 07:13 | 05:16 | 02:54 |
 | Lina | 4 | 57.14% | 36.3 | 50.00% | -2.11% | 0.00% | -50.00% | -8.45% | 06:50 | -01:29 | 05:41 | 11:33 | 11:36 | 11:36 | 05:55 | 06:12 |
 | Terrorblade | 4 | 57.14% | 35.0 | 50.00% | +9.49% | +50.00% | -50.00% | -8.40% | 07:12 | 01:17 | 01:51 | 11:54 | 13:45 | 13:45 | 11:54 | 06:32 |
 | Slardar | 2 | 66.67% | 33.8 | 50.00% | -18.18% | 0.00% | 0.00% | 0.00% | 01:08 | 00:48 | 01:28 | 01:28 | 01:28 | 01:28 | 00:00 | 00:28 |
 | Morphling | 2 | 66.67% | 32.5 | 50.00% | +17.86% | 0.00% | 0.00% | 0.00% | 07:22 | 04:59 | 09:44 | 09:44 | 09:44 | 09:44 | 00:00 | 03:21 |
 | Windranger | 3 | 100.00% | 31.3 | 33.33% | -11.67% | +16.67% | -33.33% | -6.29% | 02:59 | 00:20 | 00:20 | 08:17 | 08:17 | 08:17 | 07:57 | 04:35 |
 | Dark Seer | 3 | 100.00% | 30.0 | 33.33% | -3.81% | -33.33% | +66.67% | 100.00% | 01:35 | -01:29 | 02:46 | 03:29 | 03:29 | 03:29 | 00:43 | 02:41 |
 | Venomancer | 6 | 100.00% | 28.8 | 33.33% | -10.33% | 0.00% | -33.33% | -3.24% | 05:22 | 01:09 | 01:32 | 06:06 | 11:50 | 11:50 | 10:18 | 04:50 |
 | Grimstroke | 15 | 100.00% | 27.5 | 33.33% | -9.20% | -13.33% | +16.67% | 6.47% | 04:35 | -01:29 | 02:12 | 03:22 | 06:50 | 12:49 | 04:38 | 04:05 |
 | Legion Commander | 3 | 100.00% | 26.3 | 33.33% | +5.74% | +16.67% | -33.33% | -50.00% | 06:56 | -01:25 | 11:05 | 11:08 | 11:08 | 11:08 | 00:03 | 07:13 |
 | Undying | 10 | 100.00% | 25.0 | 30.00% | -3.93% | +20.00% | -30.00% | -9.04% | 07:09 | 01:54 | 05:37 | 06:20 | 11:09 | 13:24 | 05:32 | 03:38 |
 | Anti-Mage | 2 | 50.00% | 23.8 | 50.00% | +19.77% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:01 |
 | Troll Warlord | 7 | 87.50% | 22.5 | 28.57% | -4.76% | +38.10% | -28.57% | -47.06% | 00:31 | -01:29 | 00:13 | 00:56 | 01:38 | 02:53 | 01:25 | 01:35 |
 | Enchantress | 8 | 100.00% | 21.3 | 25.00% | -4.73% | -25.00% | +25.00% | 6.76% | 07:25 | 01:55 | 03:07 | 08:34 | 10:31 | 19:05 | 07:24 | 05:48 |
 | Void Spirit | 8 | 100.00% | 20.0 | 25.00% | +4.45% | +8.33% | -25.00% | -12.58% | 05:14 | 00:40 | 04:11 | 05:36 | 06:50 | 10:37 | 02:39 | 03:00 |
 | Ursa | 7 | 70.00% | 18.8 | 28.57% | +1.30% | +4.76% | +21.43% | 1.30% | 05:38 | -01:29 | 01:23 | 02:48 | 14:15 | 21:28 | 12:52 | 08:45 |
 | Phantom Lancer | 3 | 60.00% | 17.5 | 33.33% | -13.73% | +16.67% | -33.33% | 0.00% | 01:51 | 00:50 | 01:53 | 02:51 | 02:51 | 02:51 | 00:58 | 01:00 |
 | Rubick | 10 | 100.00% | 16.3 | 20.00% | +3.58% | +5.00% | -20.00% | -4.10% | 06:17 | 01:21 | 03:36 | 05:40 | 09:42 | 15:28 | 06:06 | 04:14 |
 | Sand King | 4 | 80.00% | 15.0 | 25.00% | -20.28% | +25.00% | -25.00% | -7.26% | 04:28 | 01:19 | 01:21 | 06:56 | 08:14 | 08:14 | 06:53 | 03:38 |
 | Outworld Destroyer | 8 | 88.89% | 13.8 | 12.50% | -12.19% | -12.50% | +37.50% | 5.80% | 07:17 | -01:29 | 01:22 | 07:59 | 09:59 | 22:17 | 08:37 | 07:25 |
 | Storm Spirit | 3 | 60.00% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:30 | 00:09 | 14:36 | 16:44 | 16:44 | 16:44 | 02:08 | 09:01 |
 | Riki | 5 | 100.00% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:41 | -01:29 | -01:22 | 04:21 | 06:06 | 06:06 | 07:28 | 03:25 |
 | Bloodseeker | 1 | 50.00% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:25 | 03:25 | 03:25 | 03:25 | 03:25 | 03:25 | 00:00 | 00:00 |
 | Bristleback | 2 | 100.00% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:58 | 08:25 | 09:31 | 09:31 | 09:31 | 09:31 | 00:00 | 00:46 |
 | Lion | 1 | 100.00% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:53 | 09:53 | 09:53 | 09:53 | 09:53 | 09:53 | 00:00 | 00:00 |
 | Lifestealer | 1 | 100.00% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:50 | 05:50 | 05:50 | 05:50 | 05:50 | 05:50 | 00:00 | 00:00 |
 | Shadow Demon | 1 | 100.00% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:46 | 09:46 | 09:46 | 09:46 | 09:46 | 09:46 | 00:00 | 00:00 |
 | Jakiro | 1 | 100.00% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:26 | 06:26 | 06:26 | 06:26 | 06:26 | 06:26 | 00:00 | 00:00 |
 | Centaur Warrunner | 2 | 100.00% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:45 | 00:09 | 15:21 | 15:21 | 15:21 | 15:21 | 00:00 | 10:44 |
 | Visage | 2 | 100.00% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:39 | 01:52 | 03:26 | 03:26 | 03:26 | 03:26 | 00:00 | 01:06 |