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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 | |
 | Overwhelming Blink | 1 | 10.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 10.00% | 96.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:45 | 54:45 | 54:45 | 54:45 | 54:45 | 54:45 | 00:00 | 00:00 |
 | Shiva's Guard | 3 | 30.00% | 93.3 | 33.33% | +33.33% | -33.33% | 0.00% | 0.00% | 31:36 | 26:47 | 26:47 | 30:40 | 37:21 | 37:21 | 10:34 | 07:49 |
 | Aghanim's Scepter | 3 | 30.00% | 90.0 | 33.33% | +33.33% | +66.67% | 0.00% | 0.00% | 35:05 | 29:50 | 29:50 | 31:25 | 44:01 | 44:01 | 14:11 | 10:30 |
 | Octarine Core | 4 | 40.00% | 86.7 | 25.00% | +25.00% | -25.00% | +75.00% | 25.97% | 33:16 | 24:31 | 24:31 | 25:25 | 28:22 | 54:45 | 03:51 | 02:51 |
 | Blink Dagger | 10 | 100.00% | 83.3 | 10.00% | +10.00% | +23.33% | -10.00% | -7.17% | 20:08 | 16:40 | 17:39 | 18:44 | 22:18 | 27:21 | 04:39 | 03:26 |
 | Boots of Speed | 10 | 100.00% | 80.0 | 10.00% | +10.00% | -10.00% | -10.00% | 0.00% | 02:50 | 01:48 | 02:02 | 02:45 | 03:17 | 04:19 | 01:15 | 00:55 |
 | Black King Bar | 10 | 100.00% | 76.7 | 10.00% | +10.00% | +23.33% | -10.00% | -10.69% | 17:26 | 14:08 | 15:33 | 16:29 | 18:40 | 24:40 | 03:07 | 02:18 |
 | Wraith Band | 7 | 70.00% | 73.3 | 14.29% | +14.29% | -14.29% | +35.71% | 28.04% | 01:21 | -01:29 | -00:10 | 01:55 | 01:57 | 03:22 | 02:07 | 01:34 |
 | Hand of Midas | 9 | 90.00% | 70.0 | 11.11% | +11.11% | +38.89% | -11.11% | -21.13% | 10:53 | 08:52 | 08:59 | 10:14 | 11:21 | 15:20 | 02:22 | 01:45 |
 | Aghanim's Shard | 9 | 90.00% | 66.7 | 11.11% | +11.11% | +38.89% | -11.11% | -4.50% | 25:55 | 18:48 | 19:55 | 27:36 | 31:02 | 33:53 | 11:07 | 08:14 |
 | Quelling Blade | 9 | 90.00% | 63.3 | 11.11% | +11.11% | -11.11% | -11.11% | 0.00% | -00:56 | -01:29 | -01:29 | -01:29 | -01:29 | 02:20 | 00:00 | 00:00 |
 | Magic Wand | 5 | 50.00% | 60.0 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 06:09 | -01:26 | -01:26 | 07:59 | 09:20 | 09:38 | 10:46 | 07:58 |
 | Arcane Boots | 6 | 60.00% | 56.7 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 05:14 | 04:04 | 04:09 | 05:27 | 05:55 | 06:14 | 01:46 | 01:18 |
 | Magic Stick | 6 | 60.00% | 53.3 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 02:56 | -01:29 | -01:26 | 02:22 | 05:59 | 09:20 | 07:25 | 05:29 |
 | Aeon Disk | 1 | 10.00% | 50.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 00:00 | 00:00 |
 | Wind Lace | 1 | 10.00% | 46.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 20.00% | 43.3 | 0.00% | -12.50% | 0.00% | 0.00% | 0.00% | 07:30 | -01:29 | -01:29 | 16:28 | 16:28 | 16:28 | 17:57 | 13:17 |
 | Aether Lens | 8 | 80.00% | 40.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 27:57 | 20:07 | 21:07 | 25:10 | 29:45 | 40:41 | 08:38 | 06:23 |
 | Guardian Greaves | 1 | 10.00% | 36.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:52 | 16:52 | 16:52 | 16:52 | 16:52 | 16:52 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 10.00% | 33.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:50 | 36:50 | 36:50 | 36:50 | 36:50 | 36:50 | 00:00 | 00:00 |
 | Void Stone | 8 | 80.00% | 30.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 27:37 | 19:56 | 21:07 | 24:58 | 28:06 | 40:40 | 06:59 | 05:10 |
 | Ring of Health | 3 | 30.00% | 26.7 | 0.00% | -14.29% | 0.00% | 0.00% | 0.00% | 35:06 | 32:59 | 32:59 | 35:59 | 36:19 | 36:19 | 03:20 | 02:28 |
 | Boots of Travel | 2 | 20.00% | 23.3 | 0.00% | -12.50% | 0.00% | 0.00% | 0.00% | 31:24 | 31:12 | 31:12 | 31:35 | 31:35 | 31:35 | 00:23 | 00:17 |
 | Refresher Orb | 3 | 30.00% | 20.0 | 0.00% | -14.29% | 0.00% | 0.00% | 0.00% | 41:55 | 36:00 | 36:00 | 38:41 | 51:03 | 51:03 | 15:03 | 11:08 |
 | Phase Boots | 2 | 20.00% | 16.7 | 0.00% | -12.50% | 0.00% | 0.00% | 0.00% | 05:05 | 03:50 | 03:50 | 06:19 | 06:19 | 06:19 | 02:29 | 01:50 |
 | Chainmail | 4 | 40.00% | 13.3 | 0.00% | -16.67% | 0.00% | 0.00% | 0.00% | 06:27 | 03:48 | 03:48 | 04:08 | 06:27 | 11:25 | 02:39 | 01:57 |
 | Buckler | 1 | 10.00% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 00:00 | 00:00 |
 | Mekansm | 2 | 20.00% | 6.7 | 0.00% | -12.50% | 0.00% | 0.00% | 0.00% | 11:32 | 09:07 | 09:07 | 13:57 | 13:57 | 13:57 | 04:50 | 03:34 |
 | Headdress | 2 | 20.00% | 3.3 | 0.00% | -12.50% | 0.00% | 0.00% | 0.00% | 06:07 | 04:56 | 04:56 | 07:18 | 07:18 | 07:18 | 02:22 | 01:45 |