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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 | |
 | Bracer | 5 | 45.45% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 03:36 | 01:45 | 01:45 | 02:24 | 03:37 | 08:11 | 01:52 | 01:22 |
 | Quelling Blade | 10 | 90.91% | 97.4 | 80.00% | +80.00% | -13.33% | +20.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Stick | 10 | 90.91% | 94.7 | 80.00% | +80.00% | +20.00% | +20.00% | 0.00% | 04:27 | -01:29 | 02:15 | 02:31 | 08:34 | 11:46 | 06:19 | 04:40 |
 | Diadem | 7 | 63.64% | 92.1 | 85.71% | +35.71% | +14.29% | -35.71% | -28.57% | 20:13 | 16:29 | 16:55 | 18:17 | 18:40 | 29:34 | 01:45 | 01:17 |
 | Harpoon | 7 | 63.64% | 89.5 | 85.71% | +35.71% | +14.29% | -35.71% | -20.98% | 22:22 | 17:59 | 19:47 | 20:50 | 22:10 | 29:58 | 02:23 | 01:45 |
 | Echo Sabre | 9 | 81.82% | 86.8 | 77.78% | +27.78% | -27.78% | -27.78% | 0.00% | 17:23 | 12:31 | 13:33 | 13:47 | 15:42 | 42:01 | 02:09 | 01:35 |
 | Phase Boots | 11 | 100.00% | 84.2 | 72.73% | +72.73% | -6.06% | -6.06% | 0.00% | 07:49 | 05:29 | 06:54 | 07:23 | 08:06 | 10:06 | 01:12 | 00:53 |
 | Boots of Speed | 11 | 100.00% | 81.6 | 72.73% | +72.73% | -39.40% | -6.06% | 12.74% | 04:34 | 01:55 | 02:54 | 04:23 | 05:31 | 07:42 | 02:37 | 01:56 |
 | Magic Wand | 11 | 100.00% | 78.9 | 72.73% | +72.73% | -6.06% | +27.27% | 5.80% | 06:33 | -01:29 | 03:22 | 08:33 | 09:07 | 12:40 | 05:45 | 04:15 |
 | Chainmail | 11 | 100.00% | 76.3 | 72.73% | +72.73% | -6.06% | -6.06% | 0.00% | 06:53 | 03:11 | 06:08 | 06:45 | 07:41 | 09:33 | 01:33 | 01:08 |
 | Blink Dagger | 6 | 54.55% | 73.7 | 83.33% | +23.33% | -33.33% | +16.67% | 3.74% | 29:58 | 20:15 | 21:20 | 29:21 | 34:43 | 44:05 | 13:23 | 09:54 |
 | Aghanim's Shard | 8 | 72.73% | 71.1 | 75.00% | +8.33% | -25.00% | -25.00% | 0.00% | 18:24 | 15:02 | 15:23 | 17:16 | 20:06 | 23:31 | 04:43 | 03:29 |
 | Ring of Protection | 5 | 45.45% | 68.4 | 80.00% | +13.33% | -80.00% | +20.00% | 15.11% | 05:29 | -01:29 | -01:29 | 05:19 | 08:06 | 12:22 | 09:35 | 07:05 |
 | Soul Ring | 5 | 45.45% | 65.8 | 80.00% | +13.33% | +20.00% | +20.00% | 0.00% | 07:41 | 03:46 | 03:46 | 07:34 | 08:40 | 12:22 | 04:54 | 03:37 |
 | Overwhelming Blink | 2 | 18.18% | 63.2 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 43:01 | 35:56 | 35:56 | 50:06 | 50:06 | 50:06 | 14:10 | 10:29 |
 | Lotus Orb | 2 | 18.18% | 60.5 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 31:47 | 28:17 | 28:17 | 35:16 | 35:16 | 35:16 | 06:59 | 05:10 |
 | Yasha | 2 | 18.18% | 57.9 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 31:56 | 29:34 | 29:34 | 34:18 | 34:18 | 34:18 | 04:44 | 03:30 |
 | Manta Style | 2 | 18.18% | 55.3 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 34:04 | 30:55 | 30:55 | 37:13 | 37:13 | 37:13 | 06:18 | 04:40 |
 | Cornucopia | 2 | 18.18% | 52.6 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 32:23 | 25:29 | 25:29 | 39:16 | 39:16 | 39:16 | 13:47 | 10:12 |
 | Void Stone | 2 | 18.18% | 50.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 31:10 | 27:42 | 27:42 | 34:38 | 34:38 | 34:38 | 06:56 | 05:08 |
 | Linken's Sphere | 2 | 18.18% | 47.4 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 32:30 | 25:43 | 25:43 | 39:16 | 39:16 | 39:16 | 13:33 | 10:02 |
 | Bottle | 4 | 36.36% | 44.7 | 75.00% | +3.57% | +25.00% | +25.00% | 0.00% | 01:27 | 01:12 | 01:12 | 01:16 | 01:19 | 02:01 | 00:07 | 00:05 |
 | Heaven's Halberd | 4 | 36.36% | 42.1 | 75.00% | +3.57% | -75.00% | +25.00% | 100.00% | 37:14 | 30:47 | 30:47 | 31:34 | 31:46 | 54:50 | 00:59 | 00:43 |
 | Sange | 5 | 45.45% | 39.5 | 60.00% | -23.33% | -60.00% | +40.00% | 11.28% | 33:44 | 25:40 | 25:40 | 27:34 | 34:32 | 54:19 | 08:52 | 06:34 |
 | Ring of Health | 6 | 54.55% | 36.8 | 50.00% | -50.00% | 0.00% | -50.00% | -2.50% | 20:40 | 03:14 | 06:15 | 17:20 | 26:13 | 52:48 | 19:58 | 14:47 |
 | Headdress | 3 | 27.27% | 34.2 | 66.67% | -8.33% | -66.67% | 0.00% | 0.00% | 14:17 | 10:53 | 10:53 | 15:25 | 16:34 | 16:34 | 05:41 | 04:12 |
 | Pipe of Insight | 3 | 27.27% | 31.6 | 66.67% | -8.33% | +33.33% | 0.00% | 0.00% | 19:02 | 16:50 | 16:50 | 17:31 | 22:46 | 22:46 | 05:56 | 04:23 |
 | Radiance | 1 | 9.09% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 9.09% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:47 | 44:47 | 44:47 | 44:47 | 44:47 | 44:47 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 9.09% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:57 | 44:57 | 44:57 | 44:57 | 44:57 | 44:57 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 18.18% | 21.1 | 50.00% | -27.78% | +50.00% | 0.00% | 0.00% | 29:44 | 21:26 | 21:26 | 38:01 | 38:01 | 38:01 | 16:35 | 12:17 |
 | Crimson Guard | 2 | 18.18% | 18.4 | 50.00% | -27.78% | +50.00% | 0.00% | 0.00% | 31:03 | 23:59 | 23:59 | 38:07 | 38:07 | 38:07 | 14:08 | 10:28 |
 | Black King Bar | 2 | 18.18% | 15.8 | 50.00% | -27.78% | +50.00% | 0.00% | 0.00% | 26:57 | 26:35 | 26:35 | 27:18 | 27:18 | 27:18 | 00:43 | 00:31 |
 | Vanguard | 4 | 36.36% | 13.2 | 25.00% | -75.00% | -25.00% | -25.00% | 0.00% | 22:31 | 06:17 | 06:17 | 07:47 | 23:10 | 52:48 | 16:53 | 12:30 |
 | Kaya and Sange | 1 | 9.09% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:04 | 37:04 | 37:04 | 37:04 | 37:04 | 37:04 | 00:00 | 00:00 |
 | Kaya | 1 | 9.09% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 00:00 | 00:00 |
 | Skull Basher | 1 | 9.09% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 9.09% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 00:00 | 00:00 |