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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.
Columns
Total | Winrate shifts | Timings | |||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Aghanim's Shard | 4 | 20.00% | 100.0 | 100.00% | +68.75% | 0.00% | 0.00% | 0.00% | 34:56 | 31:48 | 31:48 | 35:20 | 35:21 | 37:15 | 03:33 | 02:37 | |
Heart of Tarrasque | 9 | 45.00% | 96.9 | 77.78% | +59.60% | +22.22% | -27.78% | -6.21% | 38:40 | 29:48 | 33:34 | 35:22 | 41:37 | 52:07 | 08:03 | 05:57 | |
Overwhelming Blink | 3 | 15.00% | 93.8 | 100.00% | +64.71% | 0.00% | 0.00% | 0.00% | 40:02 | 34:39 | 34:39 | 35:44 | 49:43 | 49:43 | 15:04 | 11:09 | |
Helm of Iron Will | 7 | 35.00% | 90.6 | 71.43% | +40.66% | +28.57% | -21.43% | 0.00% | 20:02 | 17:32 | 18:01 | 19:58 | 20:48 | 22:27 | 02:47 | 02:03 | |
Crimson Guard | 7 | 35.00% | 87.5 | 71.43% | +40.66% | +28.57% | -71.43% | 0.00% | 22:09 | 18:27 | 19:42 | 22:17 | 23:35 | 25:35 | 03:53 | 02:52 | |
Vanguard | 18 | 90.00% | 84.4 | 50.00% | +50.00% | -10.00% | 0.00% | 10.00% | 06:51 | 04:44 | 06:12 | 06:55 | 07:03 | 10:04 | 00:51 | 00:37 | |
Magic Stick | 19 | 95.00% | 81.3 | 47.37% | +47.37% | -7.37% | -27.37% | -2.31% | 08:48 | -01:29 | 04:10 | 08:15 | 12:49 | 17:13 | 08:39 | 06:24 | |
Hood of Defiance | 11 | 55.00% | 78.1 | 54.55% | +21.22% | -21.22% | -21.22% | 0.00% | 14:32 | 05:09 | 11:39 | 15:07 | 15:50 | 25:28 | 04:11 | 03:05 | |
Ring of Health | 20 | 100.00% | 75.0 | 45.00% | +45.00% | -25.00% | -25.00% | 0.00% | 03:21 | 02:27 | 02:50 | 03:22 | 03:45 | 04:30 | 00:55 | 00:40 | |
Blink Dagger | 20 | 100.00% | 71.9 | 45.00% | +45.00% | -5.00% | +35.00% | 14.37% | 14:57 | 11:17 | 12:57 | 14:22 | 15:44 | 25:58 | 02:47 | 02:03 | |
Boots of Speed | 20 | 100.00% | 68.8 | 45.00% | +45.00% | -25.00% | +35.00% | 23.08% | 06:20 | 02:01 | 05:04 | 06:41 | 07:40 | 09:20 | 02:36 | 01:55 | |
Ring of Protection | 20 | 100.00% | 65.6 | 45.00% | +45.00% | +15.00% | -25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Magic Wand | 18 | 90.00% | 62.5 | 44.44% | -5.56% | -24.44% | -44.44% | -3.12% | 11:42 | 07:40 | 08:39 | 09:24 | 15:04 | 17:43 | 06:25 | 04:45 | |
Wind Lace | 2 | 10.00% | 59.4 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 04:20 | -01:29 | -01:29 | 10:08 | 10:08 | 10:08 | 11:37 | 08:36 | |
Shiva's Guard | 2 | 10.00% | 56.3 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 34:58 | 28:03 | 28:03 | 41:53 | 41:53 | 41:53 | 13:50 | 10:14 | |
Sange | 7 | 35.00% | 53.1 | 57.14% | +18.68% | +42.86% | +42.86% | 0.00% | 27:40 | 24:25 | 24:46 | 26:57 | 29:46 | 31:28 | 05:00 | 03:42 | |
Heaven's Halberd | 7 | 35.00% | 50.0 | 57.14% | +18.68% | -7.14% | +42.86% | 0.00% | 30:35 | 28:02 | 28:15 | 30:26 | 32:20 | 33:02 | 04:05 | 03:01 | |
Void Stone | 8 | 40.00% | 46.9 | 50.00% | +8.33% | +50.00% | 0.00% | -10.00% | 26:39 | 19:30 | 22:29 | 22:59 | 27:29 | 40:51 | 05:00 | 03:42 | |
Lotus Orb | 8 | 40.00% | 43.8 | 50.00% | +8.33% | +50.00% | 0.00% | -10.53% | 27:17 | 21:31 | 22:44 | 23:49 | 27:29 | 40:55 | 04:45 | 03:31 | |
Pipe of Insight | 9 | 45.00% | 40.6 | 44.44% | -1.01% | +55.56% | +5.56% | -15.96% | 19:35 | 15:36 | 16:16 | 18:00 | 19:24 | 27:13 | 03:08 | 02:19 | |
Headdress | 9 | 45.00% | 37.5 | 44.44% | -1.01% | +5.56% | +5.56% | 0.00% | 17:40 | 13:25 | 13:57 | 14:43 | 18:59 | 26:24 | 05:02 | 03:43 | |
Quelling Blade | 11 | 55.00% | 34.4 | 36.36% | -19.20% | -3.03% | -3.03% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Phase Boots | 7 | 35.00% | 31.3 | 42.86% | -3.29% | +7.14% | -42.86% | 0.00% | 11:18 | 07:47 | 09:01 | 10:23 | 10:38 | 20:36 | 01:37 | 01:11 | |
Chainmail | 8 | 40.00% | 28.1 | 37.50% | -12.50% | +12.50% | -37.50% | -22.22% | 09:24 | 05:39 | 07:24 | 08:23 | 09:39 | 17:17 | 02:15 | 01:40 | |
Boots of Travel | 1 | 5.00% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 | |
Bottle | 1 | 5.00% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:47 | 18:47 | 18:47 | 18:47 | 18:47 | 18:47 | 00:00 | 00:00 | |
Refresher Orb | 1 | 5.00% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:49 | 53:49 | 53:49 | 53:49 | 53:49 | 53:49 | 00:00 | 00:00 | |
Arcane Blink | 1 | 5.00% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:44 | 44:44 | 44:44 | 44:44 | 44:44 | 44:44 | 00:00 | 00:00 | |
Arcane Boots | 4 | 20.00% | 12.5 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 24:52 | 19:15 | 19:15 | 19:57 | 21:14 | 39:03 | 01:59 | 01:28 | |
Fluffy Hat | 6 | 30.00% | 9.4 | 16.67% | -40.47% | +33.33% | -16.67% | 0.00% | 20:36 | 15:25 | 18:11 | 18:32 | 24:56 | 26:13 | 06:45 | 05:00 | |
Force Staff | 6 | 30.00% | 6.3 | 16.67% | -40.47% | +33.33% | -16.67% | 0.00% | 24:33 | 20:19 | 20:41 | 22:05 | 26:49 | 31:54 | 06:08 | 04:32 | |
Aghanim's Scepter | 1 | 5.00% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 00:00 | 00:00 |