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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 | |
 | Hurricane Pike | 13 | 59.09% | 100.0 | 38.46% | +38.46% | -5.13% | +28.21% | 5.08% | 27:38 | 18:45 | 25:04 | 26:23 | 31:38 | 34:41 | 06:34 | 04:51 |
 | Dragon Lance | 14 | 63.64% | 94.9 | 35.71% | +35.71% | +14.29% | +30.96% | 3.43% | 21:01 | 17:07 | 19:12 | 19:35 | 24:04 | 26:51 | 04:52 | 03:36 |
 | Force Staff | 16 | 72.73% | 86.8 | 31.25% | +31.25% | +18.75% | -6.25% | -2.61% | 26:19 | 12:51 | 21:14 | 25:37 | 30:49 | 37:10 | 09:35 | 07:05 |
 | Fluffy Hat | 19 | 86.36% | 78.1 | 26.32% | +26.32% | +13.68% | -6.32% | -1.24% | 16:10 | 04:57 | 06:53 | 11:00 | 23:02 | 37:10 | 16:09 | 11:57 |
 | Drum of Endurance | 8 | 36.36% | 75.5 | 37.50% | +23.21% | +12.50% | +12.50% | 0.00% | 15:54 | 12:42 | 13:35 | 14:26 | 15:11 | 26:51 | 01:36 | 01:11 |
 | Boots of Speed | 22 | 100.00% | 72.1 | 22.73% | +22.73% | -6.06% | +17.27% | 12.07% | 07:20 | 03:31 | 06:45 | 07:10 | 08:41 | 09:59 | 01:56 | 01:25 |
 | Magic Stick | 22 | 100.00% | 72.1 | 22.73% | +22.73% | +10.60% | -22.73% | -21.05% | 00:42 | -01:29 | -01:29 | -01:29 | 03:04 | 09:32 | 04:33 | 03:22 |
 | Magic Wand | 22 | 100.00% | 72.1 | 22.73% | +22.73% | -6.06% | -2.73% | 1.10% | 05:48 | 00:10 | 03:54 | 05:17 | 06:55 | 12:42 | 03:01 | 02:14 |
 | Boots of Bearing | 4 | 18.18% | 70.5 | 50.00% | +33.33% | +50.00% | +50.00% | 0.00% | 26:00 | 18:25 | 18:25 | 25:27 | 25:49 | 34:18 | 07:24 | 05:28 |
 | Moon Shard | 1 | 4.55% | 63.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:19 | 28:19 | 28:19 | 28:19 | 28:19 | 28:19 | 00:00 | 00:00 |
 | Yasha | 1 | 4.55% | 63.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 00:00 | 00:00 |
 | Kaya | 1 | 4.55% | 63.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 4.55% | 63.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 00:00 | 00:00 |
 | Wind Lace | 11 | 50.00% | 61.1 | 27.27% | +9.09% | +6.06% | +6.06% | 0.00% | 13:44 | 04:43 | 11:28 | 12:53 | 13:10 | 23:37 | 01:42 | 01:15 |
 | Power Treads | 14 | 63.64% | 53.0 | 21.43% | -3.57% | +3.57% | -21.43% | -9.04% | 15:34 | 07:46 | 11:16 | 12:49 | 14:02 | 44:41 | 02:46 | 02:02 |
 | Tranquil Boots | 6 | 27.27% | 52.8 | 33.33% | +14.58% | -33.33% | +66.67% | 10.26% | 22:02 | 13:37 | 16:20 | 18:25 | 26:05 | 32:16 | 09:45 | 07:13 |
 | Glimmer Cape | 2 | 9.09% | 36.9 | 50.00% | +30.00% | -50.00% | 0.00% | 0.00% | 26:38 | 18:15 | 18:15 | 35:00 | 35:00 | 35:00 | 16:45 | 12:24 |
 | Heaven's Halberd | 1 | 4.55% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 00:00 | 00:00 |
 | Crown | 2 | 9.09% | 0.0 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 21:41 | 19:45 | 19:45 | 23:37 | 23:37 | 23:37 | 03:52 | 02:51 |
 | Crimson Guard | 1 | 4.55% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:09 | 20:09 | 20:09 | 20:09 | 20:09 | 20:09 | 00:00 | 00:00 |
 | Blight Stone | 5 | 22.73% | 0.0 | 0.00% | -29.41% | 0.00% | 0.00% | 0.00% | 16:01 | -01:29 | -01:29 | 16:49 | 23:37 | 27:03 | 25:06 | 18:35 |
 | Solar Crest | 2 | 9.09% | 0.0 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 24:23 | 22:53 | 22:53 | 25:52 | 25:52 | 25:52 | 02:59 | 02:12 |
 | Chainmail | 4 | 18.18% | 0.0 | 0.00% | -27.78% | 0.00% | 0.00% | 0.00% | 19:03 | 13:05 | 13:05 | 17:19 | 22:13 | 23:36 | 09:08 | 06:45 |
 | Sange | 1 | 4.55% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Medallion of Courage | 3 | 13.64% | 0.0 | 0.00% | -26.32% | 0.00% | 0.00% | 0.00% | 20:17 | 14:31 | 14:31 | 22:43 | 23:37 | 23:37 | 09:06 | 06:44 |
 | Helm of Iron Will | 1 | 4.55% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 9.09% | 0.0 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 42:37 | 36:45 | 36:45 | 48:28 | 48:28 | 48:28 | 11:43 | 08:40 |
 | Vanguard | 1 | 4.55% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:11 | 14:11 | 14:11 | 14:11 | 14:11 | 14:11 | 00:00 | 00:00 |
 | Black King Bar | 1 | 4.55% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:35 | 44:35 | 44:35 | 44:35 | 44:35 | 44:35 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 9.09% | 0.0 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 36:21 | 34:02 | 34:02 | 38:40 | 38:40 | 38:40 | 04:38 | 03:25 |
 | Headdress | 2 | 9.09% | 0.0 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 19:40 | 19:14 | 19:14 | 20:05 | 20:05 | 20:05 | 00:51 | 00:37 |
 | Pipe of Insight | 2 | 9.09% | 0.0 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 23:03 | 21:47 | 21:47 | 24:18 | 24:18 | 24:18 | 02:31 | 01:51 |
 | Null Talisman | 1 | 4.55% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:32 | 06:32 | 06:32 | 06:32 | 06:32 | 06:32 | 00:00 | 00:00 |
 | Wraith Band | 3 | 13.64% | 0.0 | 0.00% | -26.32% | 0.00% | 0.00% | 0.00% | 28:03 | 24:28 | 24:28 | 27:27 | 32:14 | 32:14 | 07:46 | 05:45 |
 | Bracer | 1 | 4.55% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:02 | 29:02 | 29:02 | 29:02 | 29:02 | 29:02 | 00:00 | 00:00 |
 | Ring of Health | 3 | 13.64% | 0.0 | 0.00% | -26.32% | 0.00% | 0.00% | 0.00% | 19:17 | 14:11 | 14:11 | 21:28 | 22:11 | 22:11 | 08:00 | 05:55 |
 | Ghost Scepter | 1 | 4.55% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:15 | 47:15 | 47:15 | 47:15 | 47:15 | 47:15 | 00:00 | 00:00 |
 | Ring of Protection | 3 | 13.64% | 0.0 | 0.00% | -26.32% | 0.00% | 0.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:28 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Javelin | 2 | 9.09% | 0.0 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 41:02 | 33:50 | 33:50 | 48:13 | 48:13 | 48:13 | 14:23 | 10:39 |
 | Cornucopia | 1 | 4.55% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:07 | 41:07 | 41:07 | 41:07 | 41:07 | 41:07 | 00:00 | 00:00 |