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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 | 4 | 40.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 33:56 | 25:24 | 25:24 | 33:32 | 36:25 | 40:23 | 11:01 | 08:09 |
 | Swift Blink | 3 | 30.00% | 96.8 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 38:40 | 34:55 | 34:55 | 37:32 | 43:34 | 43:34 | 08:39 | 06:24 |
 | Eye of Skadi | 8 | 80.00% | 93.5 | 75.00% | +75.00% | +25.00% | -25.00% | -44.12% | 23:37 | 21:51 | 22:56 | 23:21 | 24:04 | 26:08 | 01:08 | 00:50 |
 | Magic Stick | 8 | 80.00% | 90.3 | 75.00% | +75.00% | +25.00% | -25.00% | -50.00% | 00:20 | -01:29 | -01:29 | -01:29 | -01:28 | 09:48 | 00:01 | 00:00 |
 | Hurricane Pike | 5 | 50.00% | 87.1 | 80.00% | +40.00% | -80.00% | +20.00% | 9.51% | 31:59 | 24:58 | 24:58 | 31:39 | 35:29 | 37:12 | 10:31 | 07:47 |
 | Dragon Lance | 9 | 90.00% | 83.9 | 66.67% | +66.67% | +33.33% | -16.67% | -15.23% | 10:38 | 08:10 | 08:45 | 10:07 | 12:02 | 14:19 | 03:17 | 02:25 |
 | Manta Style | 9 | 90.00% | 80.6 | 66.67% | +66.67% | +33.33% | -16.67% | -17.24% | 16:57 | 14:46 | 14:56 | 17:21 | 17:50 | 18:35 | 02:54 | 02:08 |
 | Magic Wand | 9 | 90.00% | 77.4 | 66.67% | +66.67% | -16.67% | +33.33% | 5.27% | 09:55 | -01:29 | -01:26 | 10:03 | 10:55 | 29:52 | 12:21 | 09:08 |
 | Power Treads | 10 | 100.00% | 74.2 | 60.00% | +60.00% | +40.00% | -60.00% | -73.17% | 06:06 | 04:13 | 05:21 | 05:57 | 06:43 | 07:49 | 01:22 | 01:00 |
 | Boots of Speed | 10 | 100.00% | 71.0 | 60.00% | +60.00% | -26.67% | -60.00% | -31.25% | 03:47 | 01:43 | 03:11 | 03:57 | 04:15 | 05:55 | 01:04 | 00:47 |
 | Yasha | 10 | 100.00% | 67.7 | 60.00% | +60.00% | -26.67% | -10.00% | 5.62% | 12:21 | 09:12 | 10:58 | 12:09 | 13:56 | 15:02 | 02:58 | 02:11 |
 | Javelin | 2 | 20.00% | 64.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 47:56 | 42:10 | 42:10 | 53:41 | 53:41 | 53:41 | 11:31 | 08:31 |
 | Moon Shard | 2 | 20.00% | 61.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 47:18 | 41:53 | 41:53 | 52:43 | 52:43 | 52:43 | 10:50 | 08:01 |
 | Aghanim's Shard | 2 | 20.00% | 58.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 40:18 | 32:50 | 32:50 | 47:46 | 47:46 | 47:46 | 14:56 | 11:03 |
 | Black King Bar | 2 | 20.00% | 54.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:56 | 31:24 | 31:24 | 40:27 | 40:27 | 40:27 | 09:03 | 06:42 |
 | Monkey King Bar | 2 | 20.00% | 51.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 48:41 | 43:24 | 43:24 | 53:57 | 53:57 | 53:57 | 10:33 | 07:48 |
 | Daedalus | 4 | 40.00% | 48.4 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 30:03 | 27:43 | 27:43 | 28:07 | 28:14 | 36:07 | 00:31 | 00:22 |
 | Force Staff | 4 | 40.00% | 45.2 | 75.00% | +25.00% | -75.00% | +25.00% | 0.00% | 30:21 | 24:31 | 24:31 | 30:21 | 31:10 | 35:21 | 06:39 | 04:55 |
 | Fluffy Hat | 4 | 40.00% | 41.9 | 75.00% | +25.00% | -75.00% | +25.00% | 0.00% | 30:21 | 24:31 | 24:31 | 30:21 | 31:10 | 35:21 | 06:39 | 04:55 |
 | Crystalys | 9 | 90.00% | 38.7 | 55.56% | -44.44% | -55.56% | -5.56% | 8.85% | 24:44 | 17:36 | 21:22 | 25:29 | 27:01 | 28:07 | 05:39 | 04:11 |
 | Quelling Blade | 6 | 60.00% | 35.5 | 50.00% | -25.00% | +50.00% | +50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Shadow Blade | 3 | 30.00% | 32.3 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 28:47 | 28:10 | 28:10 | 28:59 | 29:12 | 29:12 | 01:02 | 00:45 |
 | Silver Edge | 3 | 30.00% | 29.0 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 29:02 | 28:32 | 28:32 | 29:15 | 29:20 | 29:20 | 00:48 | 00:35 |
 | Wraith Band | 4 | 40.00% | 25.8 | 50.00% | -16.67% | +50.00% | +50.00% | 0.00% | 01:58 | 01:27 | 01:27 | 01:37 | 02:09 | 02:40 | 00:42 | 00:31 |
 | Butterfly | 1 | 10.00% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 10.00% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 10.00% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 00:00 | 00:00 |
 | Wind Lace | 5 | 50.00% | 12.9 | 40.00% | -40.00% | -40.00% | -40.00% | 0.00% | 10:33 | 08:26 | 08:26 | 10:11 | 11:43 | 12:38 | 03:17 | 02:25 |
 | Sange | 1 | 10.00% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 10.00% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 10.00% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 00:00 | 00:00 |