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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 | 7 | 53.85% | 100.0 | 42.86% | +26.19% | +57.14% | +7.14% | -7.81% | 22:57 | 14:49 | 18:27 | 22:40 | 24:51 | 33:21 | 06:24 | 04:44 |
 | Boots of Speed | 13 | 100.00% | 96.7 | 30.77% | +30.77% | +2.56% | +2.56% | 0.00% | 05:28 | 03:00 | 04:06 | 04:24 | 05:53 | 11:19 | 01:47 | 01:19 |
 | Aghanim's Shard | 8 | 61.54% | 93.3 | 37.50% | +17.50% | +12.50% | -37.50% | -5.55% | 26:13 | 16:44 | 19:56 | 25:18 | 28:57 | 39:18 | 09:01 | 06:40 |
 | Hood of Defiance | 4 | 30.77% | 90.0 | 50.00% | +27.78% | -50.00% | -50.00% | 0.00% | 11:23 | 09:48 | 09:48 | 11:31 | 11:53 | 12:18 | 02:05 | 01:32 |
 | Phase Boots | 4 | 30.77% | 86.7 | 50.00% | +27.78% | -50.00% | +50.00% | 51.72% | 09:27 | 07:02 | 07:02 | 08:20 | 08:58 | 13:26 | 01:56 | 01:25 |
 | Ring of Health | 4 | 30.77% | 83.3 | 50.00% | +27.78% | -50.00% | -50.00% | 0.00% | 10:13 | 09:35 | 09:35 | 09:46 | 09:52 | 11:39 | 00:17 | 00:12 |
 | Chainmail | 4 | 30.77% | 80.0 | 50.00% | +27.78% | -50.00% | +50.00% | 29.41% | 08:23 | 05:02 | 05:02 | 06:39 | 08:26 | 13:26 | 03:24 | 02:31 |
 | Magic Stick | 11 | 84.62% | 76.7 | 27.27% | -22.73% | -27.27% | -27.27% | 0.00% | 01:51 | -01:29 | -01:29 | 01:26 | 02:38 | 08:56 | 04:07 | 03:02 |
 | Magic Wand | 11 | 84.62% | 73.3 | 27.27% | -22.73% | +6.06% | +6.06% | 0.00% | 04:21 | -01:29 | 02:10 | 04:42 | 06:13 | 09:28 | 04:03 | 03:00 |
 | Headdress | 1 | 7.69% | 70.0 | 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 |
 | Bracer | 1 | 7.69% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:04 | 03:04 | 03:04 | 03:04 | 03:04 | 03:04 | 00:00 | 00:00 |
 | Shiva's Guard | 5 | 38.46% | 63.3 | 40.00% | +15.00% | +60.00% | -40.00% | -9.77% | 33:32 | 26:19 | 26:19 | 35:59 | 36:33 | 37:00 | 10:14 | 07:34 |
 | Blink Dagger | 5 | 38.46% | 60.0 | 40.00% | +15.00% | +60.00% | -40.00% | -7.68% | 27:51 | 18:32 | 18:32 | 28:12 | 31:33 | 35:06 | 13:01 | 09:38 |
 | Null Talisman | 7 | 53.85% | 56.7 | 28.57% | -4.76% | -28.57% | -28.57% | 0.00% | 04:36 | 02:10 | 02:31 | 03:11 | 04:05 | 10:59 | 01:34 | 01:09 |
 | Power Treads | 2 | 15.38% | 53.3 | 50.00% | +22.73% | +50.00% | 0.00% | 0.00% | 06:28 | 06:08 | 06:08 | 06:48 | 06:48 | 06:48 | 00:40 | 00:29 |
 | Drum of Endurance | 2 | 15.38% | 50.0 | 50.00% | +22.73% | +50.00% | 0.00% | 0.00% | 17:03 | 16:13 | 16:13 | 17:53 | 17:53 | 17:53 | 01:40 | 01:14 |
 | Tranquil Boots | 3 | 23.08% | 46.7 | 33.33% | +3.33% | +66.67% | 0.00% | 0.00% | 11:08 | 08:12 | 08:12 | 10:39 | 14:34 | 14:34 | 06:22 | 04:42 |
 | Bottle | 3 | 23.08% | 43.3 | 33.33% | +3.33% | -33.33% | 0.00% | 0.00% | 07:57 | 01:21 | 01:21 | 01:43 | 20:48 | 20:48 | 19:27 | 14:24 |
 | Aeon Disk | 3 | 23.08% | 40.0 | 33.33% | +3.33% | -33.33% | 0.00% | 0.00% | 33:00 | 26:53 | 26:53 | 27:40 | 44:26 | 44:26 | 17:33 | 13:00 |
 | Wind Lace | 9 | 69.23% | 36.7 | 11.11% | -63.89% | -11.11% | -11.11% | 0.00% | 10:14 | 07:10 | 07:36 | 10:06 | 12:05 | 14:11 | 04:29 | 03:19 |
 | Kaya and Sange | 3 | 23.08% | 33.3 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 28:07 | 12:36 | 12:36 | 28:27 | 43:19 | 43:19 | 30:43 | 22:45 |
 | Kaya | 3 | 23.08% | 30.0 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 25:33 | 09:13 | 09:13 | 24:07 | 43:19 | 43:19 | 34:06 | 25:15 |
 | Urn of Shadows | 3 | 23.08% | 26.7 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 03:36 | 02:27 | 02:27 | 03:28 | 04:52 | 04:52 | 02:25 | 01:47 |
 | Sange | 3 | 23.08% | 23.3 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 27:57 | 12:36 | 12:36 | 27:55 | 43:19 | 43:19 | 30:43 | 22:45 |
 | Ring of Protection | 3 | 23.08% | 20.0 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 00:49 | -01:29 | -01:29 | 01:43 | 02:13 | 02:13 | 03:42 | 02:44 |
 | Glimmer Cape | 1 | 7.69% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 00:00 | 00:00 |
 | Spirit Vessel | 2 | 15.38% | 13.3 | 0.00% | -36.36% | 0.00% | 0.00% | 0.00% | 11:51 | 10:28 | 10:28 | 13:13 | 13:13 | 13:13 | 02:45 | 02:02 |
 | Void Stone | 4 | 30.77% | 10.0 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 13:49 | 09:30 | 09:30 | 15:05 | 15:10 | 15:29 | 05:40 | 04:11 |
 | Fluffy Hat | 1 | 7.69% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:07 | 17:07 | 17:07 | 17:07 | 17:07 | 17:07 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 4 | 30.77% | 3.3 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 15:33 | 14:56 | 14:56 | 15:16 | 15:37 | 16:21 | 00:41 | 00:30 |