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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 | |
 | Daedalus | 8 | 23.53% | 100.0 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 30:40 | 25:05 | 25:58 | 28:35 | 33:10 | 37:02 | 07:12 | 05:20 |
 | Crystalys | 10 | 29.41% | 97.1 | 90.00% | +52.50% | -23.33% | +10.00% | 4.34% | 27:00 | 20:27 | 22:23 | 25:23 | 30:04 | 35:56 | 07:41 | 05:41 |
 | Dragon Lance | 17 | 50.00% | 94.1 | 70.59% | +35.30% | +29.41% | -20.59% | -7.54% | 16:01 | 09:28 | 10:48 | 15:08 | 17:26 | 29:47 | 06:38 | 04:54 |
 | Blink Dagger | 30 | 88.24% | 91.2 | 56.67% | +31.67% | +5.83% | +0.47% | -0.88% | 15:26 | 09:28 | 11:25 | 14:08 | 17:32 | 35:19 | 06:07 | 04:31 |
 | Bottle | 26 | 76.47% | 88.2 | 57.69% | +20.19% | +13.74% | -7.69% | -21.43% | 02:00 | 01:11 | 01:39 | 01:53 | 02:12 | 03:49 | 00:33 | 00:24 |
 | Power Treads | 34 | 100.00% | 85.3 | 52.94% | +52.94% | +35.95% | -27.94% | -63.89% | 06:53 | 05:32 | 06:25 | 06:41 | 07:18 | 08:54 | 00:53 | 00:39 |
 | Blight Stone | 34 | 100.00% | 82.4 | 52.94% | +52.94% | -8.50% | +9.56% | 3.23% | 05:54 | 01:17 | 02:41 | 05:02 | 08:16 | 14:25 | 05:35 | 04:08 |
 | Boots of Speed | 34 | 100.00% | 79.4 | 52.94% | +52.94% | +13.73% | -40.44% | -30.38% | 04:05 | 01:32 | 03:20 | 03:57 | 05:07 | 06:16 | 01:47 | 01:19 |
 | Desolator | 34 | 100.00% | 76.5 | 52.94% | +52.94% | +13.73% | -27.94% | -8.42% | 14:49 | 10:39 | 12:14 | 14:09 | 17:11 | 23:23 | 04:57 | 03:40 |
 | Swift Blink | 3 | 8.82% | 73.5 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 37:19 | 30:53 | 30:53 | 36:10 | 44:54 | 44:54 | 14:01 | 10:22 |
 | Aghanim's Scepter | 3 | 8.82% | 70.6 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 26:24 | 20:58 | 20:58 | 27:07 | 31:07 | 31:07 | 10:09 | 07:31 |
 | Aghanim's Shard | 12 | 35.29% | 67.6 | 58.33% | +8.33% | +41.67% | -58.33% | -16.39% | 25:33 | 20:00 | 20:35 | 23:36 | 26:41 | 38:29 | 06:06 | 04:31 |
 | Black King Bar | 28 | 82.35% | 64.7 | 46.43% | -36.90% | +25.00% | -17.86% | -13.61% | 22:23 | 14:11 | 20:39 | 22:12 | 23:48 | 26:57 | 03:09 | 02:20 |
 | Wraith Band | 22 | 64.71% | 61.8 | 45.45% | -21.22% | -12.12% | +34.55% | 11.92% | 04:23 | -00:29 | 02:14 | 03:35 | 06:09 | 14:07 | 03:55 | 02:54 |
 | Force Staff | 6 | 17.65% | 58.8 | 66.67% | +16.67% | +33.33% | -66.67% | 0.00% | 29:44 | 19:31 | 21:26 | 27:34 | 37:36 | 41:44 | 16:10 | 11:58 |
 | Fluffy Hat | 6 | 17.65% | 55.9 | 66.67% | +16.67% | +33.33% | -66.67% | 0.00% | 29:44 | 19:31 | 21:26 | 27:34 | 37:35 | 41:44 | 16:09 | 11:57 |
 | Hurricane Pike | 6 | 17.65% | 52.9 | 66.67% | +16.67% | +33.33% | -66.67% | 0.00% | 30:31 | 20:18 | 21:59 | 30:23 | 37:56 | 41:59 | 15:57 | 11:48 |
 | Wind Lace | 4 | 11.76% | 50.0 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 08:17 | 03:34 | 03:34 | 07:59 | 08:24 | 13:09 | 04:50 | 03:34 |
 | Quelling Blade | 13 | 38.24% | 47.1 | 46.15% | -10.99% | -12.82% | -12.82% | 0.00% | -01:06 | -01:29 | -01:29 | -01:29 | -01:28 | 03:13 | 00:01 | 00:00 |
 | Magic Stick | 18 | 52.94% | 44.1 | 38.89% | -29.86% | +1.11% | +11.11% | 0.97% | 07:57 | -01:29 | 03:37 | 07:01 | 13:57 | 17:34 | 10:20 | 07:39 |
 | Magic Wand | 18 | 52.94% | 41.2 | 38.89% | -29.86% | +21.11% | -13.89% | -3.85% | 09:58 | 02:17 | 06:03 | 07:50 | 15:08 | 18:16 | 09:05 | 06:43 |
 | Butterfly | 4 | 11.76% | 38.2 | 50.00% | -3.33% | +50.00% | +50.00% | 0.00% | 28:07 | 24:49 | 24:49 | 27:31 | 28:44 | 31:25 | 03:55 | 02:54 |
 | Aghanim's Blessing | 1 | 2.94% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:57 | 38:57 | 38:57 | 38:57 | 38:57 | 38:57 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.94% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:54 | 28:54 | 28:54 | 28:54 | 28:54 | 28:54 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 2.94% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.94% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:55 | 38:55 | 38:55 | 38:55 | 38:55 | 38:55 | 00:00 | 00:00 |
 | Satanic | 1 | 2.94% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Nullifier | 2 | 5.88% | 20.6 | 50.00% | -3.13% | +50.00% | 0.00% | 0.00% | 36:59 | 30:52 | 30:52 | 43:06 | 43:06 | 43:06 | 12:14 | 09:03 |
 | Helm of Iron Will | 2 | 5.88% | 17.6 | 50.00% | -3.13% | +50.00% | 0.00% | 0.00% | 33:15 | 30:34 | 30:34 | 35:55 | 35:55 | 35:55 | 05:21 | 03:57 |
 | Void Stone | 2 | 5.88% | 14.7 | 50.00% | -3.13% | -50.00% | 0.00% | 0.00% | 37:06 | 35:17 | 35:17 | 38:55 | 38:55 | 38:55 | 03:38 | 02:41 |
 | Ring of Health | 1 | 2.94% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:17 | 35:17 | 35:17 | 35:17 | 35:17 | 35:17 | 00:00 | 00:00 |
 | Monkey King Bar | 3 | 8.82% | 8.8 | 0.00% | -58.06% | 0.00% | 0.00% | 0.00% | 33:08 | 32:10 | 32:10 | 33:06 | 34:09 | 34:09 | 01:59 | 01:28 |
 | Javelin | 4 | 11.76% | 5.9 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 31:36 | 29:39 | 29:39 | 31:46 | 32:27 | 32:31 | 02:48 | 02:04 |
 | Linken's Sphere | 1 | 2.94% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 00:00 | 00:00 |