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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 | |
 | Blink Dagger | 3 | 18.75% | 100.0 | 100.00% | +76.92% | 0.00% | 0.00% | 0.00% | 43:42 | 34:01 | 34:01 | 46:05 | 50:59 | 50:59 | 16:58 | 12:34 |
 | Tranquil Boots | 11 | 68.75% | 97.5 | 45.45% | +25.45% | -12.12% | +21.22% | 6.08% | 23:06 | 08:50 | 17:17 | 18:51 | 22:46 | 54:22 | 05:29 | 04:03 |
 | Wind Lace | 11 | 68.75% | 95.0 | 45.45% | +25.45% | -12.12% | +21.22% | 9.76% | 22:20 | 08:50 | 16:49 | 18:29 | 20:14 | 54:22 | 03:25 | 02:31 |
 | Boots of Bearing | 5 | 31.25% | 92.5 | 60.00% | +32.73% | +40.00% | -60.00% | -8.63% | 39:52 | 26:00 | 26:00 | 35:53 | 37:35 | 1:09:40 | 11:35 | 08:34 |
 | Boots of Speed | 16 | 100.00% | 90.0 | 37.50% | +37.50% | +12.50% | -12.50% | -7.46% | 05:36 | -01:29 | 03:52 | 05:10 | 07:13 | 11:22 | 03:21 | 02:28 |
 | Magic Stick | 16 | 100.00% | 87.5 | 37.50% | +37.50% | +12.50% | +12.50% | 0.00% | 03:20 | -01:29 | -01:29 | 01:53 | 05:05 | 18:24 | 06:34 | 04:51 |
 | Aghanim's Shard | 12 | 75.00% | 85.0 | 41.67% | +16.67% | -8.34% | +25.00% | 17.70% | 18:46 | 15:02 | 16:24 | 17:30 | 18:17 | 35:53 | 01:53 | 01:23 |
 | Magic Wand | 13 | 81.25% | 82.5 | 38.46% | +5.13% | -5.13% | -5.13% | 0.00% | 11:13 | 04:34 | 05:00 | 11:06 | 13:50 | 24:01 | 08:50 | 06:32 |
 | Fluffy Hat | 9 | 56.25% | 80.0 | 44.44% | +15.87% | +5.56% | +55.56% | 3.42% | 25:42 | 17:48 | 18:20 | 20:46 | 32:57 | 41:40 | 14:37 | 10:49 |
 | Force Staff | 9 | 56.25% | 77.5 | 44.44% | +15.87% | +55.56% | +55.56% | 0.00% | 32:08 | 22:00 | 26:41 | 30:18 | 39:19 | 41:40 | 12:38 | 09:21 |
 | Drum of Endurance | 6 | 37.50% | 75.0 | 50.00% | +20.00% | +50.00% | -50.00% | -9.62% | 34:37 | 22:36 | 26:43 | 27:24 | 37:07 | 60:35 | 10:24 | 07:42 |
 | Glimmer Cape | 6 | 37.50% | 72.5 | 50.00% | +20.00% | +50.00% | +50.00% | 0.00% | 34:37 | 23:55 | 31:40 | 33:32 | 37:10 | 47:29 | 05:30 | 04:04 |
 | Ring of Health | 4 | 25.00% | 70.0 | 50.00% | +16.67% | +50.00% | +50.00% | 0.00% | 46:01 | 31:37 | 31:37 | 44:55 | 45:43 | 1:01:50 | 14:06 | 10:26 |
 | Void Stone | 4 | 25.00% | 67.5 | 50.00% | +16.67% | +50.00% | +50.00% | 0.00% | 47:07 | 31:37 | 31:37 | 44:55 | 50:05 | 1:01:50 | 18:28 | 13:40 |
 | Linken's Sphere | 1 | 6.25% | 65.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:57 | 1:01:57 | 1:01:57 | 1:01:57 | 1:01:57 | 1:01:57 | 00:00 | 00:00 |
 | Veil of Discord | 5 | 31.25% | 62.5 | 40.00% | +3.64% | +60.00% | -40.00% | -11.26% | 17:44 | 11:09 | 11:09 | 14:49 | 20:02 | 30:43 | 08:53 | 06:34 |
 | Crown | 5 | 31.25% | 60.0 | 40.00% | +3.64% | +60.00% | -40.00% | -10.70% | 15:22 | 08:29 | 08:29 | 12:39 | 17:50 | 28:17 | 09:21 | 06:55 |
 | Ring of Basilius | 6 | 37.50% | 57.5 | 33.33% | -6.67% | +16.67% | -33.33% | -5.10% | 12:09 | 06:32 | 07:35 | 08:15 | 17:23 | 23:25 | 09:48 | 07:15 |
 | Lotus Orb | 2 | 12.50% | 55.0 | 50.00% | +14.29% | +50.00% | 0.00% | 0.00% | 40:53 | 31:37 | 31:37 | 50:08 | 50:08 | 50:08 | 18:31 | 13:42 |
 | Arcane Boots | 2 | 12.50% | 52.5 | 50.00% | +14.29% | -50.00% | 0.00% | 0.00% | 12:24 | 11:07 | 11:07 | 13:41 | 13:41 | 13:41 | 02:34 | 01:54 |
 | Morbid Mask | 3 | 18.75% | 50.0 | 33.33% | -5.13% | -33.33% | 0.00% | 0.00% | 24:16 | 18:27 | 18:27 | 23:43 | 30:39 | 30:39 | 12:12 | 09:02 |
 | Satanic | 3 | 18.75% | 47.5 | 33.33% | -5.13% | -33.33% | 0.00% | 0.00% | 29:28 | 27:51 | 27:51 | 28:40 | 31:52 | 31:52 | 04:01 | 02:58 |
 | Crystalys | 3 | 18.75% | 45.0 | 33.33% | -5.13% | +66.67% | 0.00% | 0.00% | 17:09 | 09:18 | 09:18 | 13:00 | 29:08 | 29:08 | 19:50 | 14:41 |
 | Daedalus | 3 | 18.75% | 42.5 | 33.33% | -5.13% | +66.67% | 0.00% | 0.00% | 35:54 | 31:44 | 31:44 | 36:32 | 39:27 | 39:27 | 07:43 | 05:42 |
 | Power Treads | 3 | 18.75% | 40.0 | 33.33% | -5.13% | +66.67% | 0.00% | 0.00% | 06:25 | 05:02 | 05:02 | 06:24 | 07:49 | 07:49 | 02:47 | 02:03 |
 | Aghanim's Scepter | 3 | 18.75% | 37.5 | 33.33% | -5.13% | +66.67% | 0.00% | 0.00% | 30:12 | 15:56 | 15:56 | 22:24 | 52:17 | 52:17 | 36:21 | 26:55 |
 | Black King Bar | 3 | 18.75% | 35.0 | 33.33% | -5.13% | -33.33% | 0.00% | 0.00% | 20:01 | 17:27 | 17:27 | 21:07 | 21:29 | 21:29 | 04:02 | 02:59 |
 | Quelling Blade | 4 | 25.00% | 32.5 | 25.00% | -16.67% | +75.00% | -25.00% | -22.64% | 02:31 | -01:29 | -01:29 | -01:29 | 05:54 | 07:08 | 07:23 | 05:28 |
 | Wraith Band | 1 | 6.25% | 30.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:23 | 02:23 | 02:23 | 02:23 | 02:23 | 02:23 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 6.25% | 27.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:17 | 52:17 | 52:17 | 52:17 | 52:17 | 52:17 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 6.25% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 6.25% | 22.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:05 | 45:05 | 45:05 | 45:05 | 45:05 | 45:05 | 00:00 | 00:00 |
 | Skull Basher | 1 | 6.25% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 00:00 | 00:00 |
 | Maelstrom | 1 | 6.25% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 00:00 | 00:00 |
 | Vanguard | 1 | 6.25% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:04 | 50:04 | 50:04 | 50:04 | 50:04 | 50:04 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 6.25% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:14 | 50:14 | 50:14 | 50:14 | 50:14 | 50:14 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 12.50% | 10.0 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 39:59 | 36:23 | 36:23 | 43:35 | 43:35 | 43:35 | 07:12 | 05:20 |
 | Butterfly | 1 | 6.25% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:48 | 26:48 | 26:48 | 26:48 | 26:48 | 26:48 | 00:00 | 00:00 |
 | Javelin | 2 | 12.50% | 5.0 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 20:41 | 08:25 | 08:25 | 32:56 | 32:56 | 32:56 | 24:31 | 18:09 |
 | Dragon Lance | 1 | 6.25% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:57 | 32:57 | 32:57 | 32:57 | 32:57 | 32:57 | 00:00 | 00:00 |