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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 | |
Black King Bar | 4 | 10.00% | 100.0 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 33:48 | 28:19 | 28:19 | 30:21 | 36:39 | 39:52 | 08:20 | 06:10 | |
Lotus Orb | 11 | 27.50% | 96.8 | 72.73% | +27.90% | -6.06% | -6.06% | 0.00% | 27:30 | 19:34 | 21:18 | 27:20 | 31:08 | 38:21 | 09:50 | 07:17 | |
Void Stone | 11 | 27.50% | 93.5 | 72.73% | +27.90% | -6.06% | -6.06% | 0.00% | 26:47 | 15:26 | 21:08 | 26:59 | 31:08 | 38:05 | 10:00 | 07:24 | |
Heaven's Halberd | 13 | 32.50% | 90.3 | 69.23% | +24.79% | -2.56% | -2.56% | 0.00% | 26:46 | 15:54 | 20:38 | 26:33 | 28:17 | 45:11 | 07:39 | 05:40 | |
Hood of Defiance | 29 | 72.50% | 87.1 | 58.62% | +22.26% | +27.09% | -44.33% | -20.12% | 12:00 | 05:01 | 09:31 | 10:45 | 13:04 | 20:29 | 03:33 | 02:37 | |
Pipe of Insight | 6 | 15.00% | 83.9 | 83.33% | +36.27% | +16.67% | +16.67% | 0.00% | 20:33 | 18:52 | 19:10 | 19:36 | 21:54 | 22:54 | 02:44 | 02:01 | |
Vanguard | 37 | 92.50% | 80.6 | 54.05% | +20.72% | +34.84% | -31.83% | -36.04% | 06:37 | 04:01 | 05:35 | 06:16 | 07:26 | 11:06 | 01:51 | 01:22 | |
Magic Stick | 33 | 82.50% | 77.4 | 54.55% | +11.69% | +7.95% | -29.55% | -2.84% | 07:34 | -01:29 | 00:44 | 06:29 | 13:57 | 22:09 | 13:13 | 09:47 | |
Boots of Speed | 40 | 100.00% | 74.2 | 52.50% | +52.50% | -12.50% | -12.50% | 0.00% | 08:04 | 01:53 | 06:40 | 07:22 | 09:43 | 14:48 | 03:03 | 02:15 | |
Blink Dagger | 40 | 100.00% | 71.0 | 52.50% | +52.50% | -12.50% | -22.50% | -3.68% | 15:05 | 10:11 | 13:10 | 14:36 | 15:53 | 39:36 | 02:43 | 02:00 | |
Ring of Health | 40 | 100.00% | 67.7 | 52.50% | +52.50% | +27.50% | -22.50% | -50.00% | 03:27 | 01:52 | 02:40 | 03:13 | 03:33 | 13:40 | 00:53 | 00:39 | |
Sange | 14 | 35.00% | 64.5 | 64.29% | +18.14% | +10.71% | +2.38% | -1.00% | 24:10 | 14:24 | 18:53 | 23:47 | 27:12 | 42:17 | 08:19 | 06:09 | |
Quelling Blade | 35 | 87.50% | 61.3 | 51.43% | -8.57% | +4.13% | +4.13% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 | |
Magic Wand | 29 | 72.50% | 58.1 | 51.72% | -2.83% | +19.71% | -23.15% | -5.57% | 13:02 | 04:27 | 08:29 | 12:35 | 16:11 | 23:01 | 07:42 | 05:42 | |
Aghanim's Scepter | 5 | 12.50% | 54.8 | 80.00% | +31.43% | -80.00% | +20.00% | 0.00% | 28:31 | 24:33 | 24:33 | 27:38 | 30:00 | 33:45 | 05:27 | 04:02 | |
Ring of Protection | 24 | 60.00% | 51.6 | 50.00% | -6.25% | -16.67% | +16.67% | 33.34% | 00:53 | -01:29 | -01:29 | -01:29 | -01:28 | 34:34 | 00:01 | 00:00 | |
Headdress | 8 | 20.00% | 48.4 | 62.50% | +12.50% | +37.50% | -12.50% | 0.00% | 19:20 | 16:46 | 18:10 | 18:22 | 20:18 | 22:10 | 02:08 | 01:34 | |
Heart of Tarrasque | 8 | 20.00% | 45.2 | 62.50% | +12.50% | +37.50% | -12.50% | 0.00% | 35:17 | 22:19 | 28:11 | 36:31 | 39:14 | 44:12 | 11:03 | 08:11 | |
Arcane Boots | 6 | 15.00% | 41.9 | 66.67% | +16.67% | -16.67% | +33.33% | 0.00% | 20:17 | 16:16 | 17:51 | 19:55 | 21:16 | 25:25 | 03:25 | 02:31 | |
Overwhelming Blink | 2 | 5.00% | 38.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 43:00 | 39:25 | 39:25 | 46:35 | 46:35 | 46:35 | 07:10 | 05:18 | |
Soul Ring | 2 | 5.00% | 35.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 19:35 | 19:23 | 19:23 | 19:47 | 19:47 | 19:47 | 00:24 | 00:17 | |
Bracer | 7 | 17.50% | 32.3 | 57.14% | +5.62% | -7.14% | +42.86% | 0.00% | 03:34 | 01:37 | 01:47 | 02:31 | 04:28 | 07:22 | 02:41 | 01:59 | |
Crimson Guard | 7 | 17.50% | 29.0 | 57.14% | +5.62% | -7.14% | -57.14% | 0.00% | 24:44 | 11:01 | 19:06 | 23:24 | 24:26 | 44:24 | 05:20 | 03:57 | |
Helm of Iron Will | 7 | 17.50% | 25.8 | 57.14% | +5.62% | -7.14% | -57.14% | 0.00% | 23:53 | 07:28 | 18:50 | 22:36 | 23:56 | 44:19 | 05:06 | 03:46 | |
Chainmail | 10 | 25.00% | 22.6 | 50.00% | -3.33% | -16.67% | 0.00% | 2.17% | 11:23 | 05:43 | 07:57 | 09:47 | 15:38 | 18:13 | 07:41 | 05:41 | |
Phase Boots | 10 | 25.00% | 19.4 | 50.00% | -3.33% | -16.67% | 0.00% | 2.30% | 13:32 | 07:16 | 10:58 | 11:10 | 18:12 | 19:34 | 07:14 | 05:21 | |
Fluffy Hat | 3 | 7.50% | 16.1 | 66.67% | +15.32% | +33.33% | 0.00% | 0.00% | 32:33 | 28:11 | 28:11 | 32:38 | 36:50 | 36:50 | 08:39 | 06:24 | |
Force Staff | 3 | 7.50% | 12.9 | 66.67% | +15.32% | +33.33% | 0.00% | 0.00% | 32:38 | 28:22 | 28:22 | 32:41 | 36:50 | 36:50 | 08:28 | 06:16 | |
Aghanim's Shard | 3 | 7.50% | 9.7 | 66.67% | +15.32% | +33.33% | 0.00% | 0.00% | 34:52 | 30:10 | 30:10 | 35:42 | 38:45 | 38:45 | 08:35 | 06:21 | |
Assault Cuirass | 1 | 2.50% | 6.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:32 | 35:32 | 35:32 | 35:32 | 35:32 | 35:32 | 00:00 | 00:00 | |
Buckler | 1 | 2.50% | 3.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 00:00 | 00:00 |