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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 | |
 | Wraith Band | 6 | 33.33% | 100.0 | 83.33% | +41.66% | +16.67% | +16.67% | 0.00% | 02:29 | 02:02 | 02:08 | 02:13 | 02:25 | 03:54 | 00:17 | 00:12 |
 | Diffusal Blade | 10 | 55.56% | 96.4 | 70.00% | +32.50% | +30.00% | -70.00% | -35.29% | 13:14 | 10:36 | 11:33 | 12:36 | 14:23 | 18:17 | 02:50 | 02:05 |
 | Sange and Yasha | 12 | 66.67% | 92.9 | 66.67% | +33.34% | 0.00% | -33.34% | -10.42% | 21:03 | 17:46 | 18:49 | 19:39 | 22:01 | 26:43 | 03:12 | 02:22 |
 | Yasha | 12 | 66.67% | 89.3 | 66.67% | +33.34% | -33.34% | 0.00% | 6.25% | 18:26 | 13:52 | 15:55 | 16:41 | 21:15 | 23:27 | 05:20 | 03:57 |
 | Sange | 12 | 66.67% | 85.7 | 66.67% | +33.34% | 0.00% | -33.34% | -12.99% | 19:38 | 15:32 | 17:31 | 18:28 | 20:05 | 26:27 | 02:34 | 01:54 |
 | Quelling Blade | 18 | 100.00% | 82.1 | 55.56% | +55.56% | -15.56% | -5.56% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 18 | 100.00% | 78.6 | 55.56% | +55.56% | +24.44% | +19.44% | -4.69% | 02:53 | 01:02 | 02:19 | 02:43 | 03:23 | 04:54 | 01:04 | 00:47 |
 | Magic Stick | 18 | 100.00% | 75.0 | 55.56% | +55.56% | +4.44% | +19.44% | 15.00% | 01:35 | -01:29 | -01:29 | 00:34 | 01:29 | 16:48 | 02:58 | 02:11 |
 | Magic Wand | 18 | 100.00% | 71.4 | 55.56% | +55.56% | -15.56% | -5.56% | 2.91% | 05:25 | 01:04 | 03:07 | 03:57 | 06:33 | 17:12 | 03:26 | 02:32 |
 | Power Treads | 18 | 100.00% | 67.9 | 55.56% | +55.56% | +4.44% | +19.44% | 9.00% | 06:23 | 04:19 | 05:28 | 06:12 | 07:08 | 10:40 | 01:40 | 01:14 |
 | Orb of Venom | 2 | 11.11% | 64.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 06:24 | 05:52 | 05:52 | 06:55 | 06:55 | 06:55 | 01:03 | 00:46 |
 | Black King Bar | 11 | 61.11% | 60.7 | 45.45% | -25.98% | -12.12% | +21.22% | 9.57% | 25:24 | 18:38 | 22:57 | 26:02 | 26:26 | 33:44 | 03:29 | 02:34 |
 | Eye of Skadi | 8 | 44.44% | 57.1 | 50.00% | -10.00% | 0.00% | 0.00% | 0.00% | 29:56 | 20:48 | 26:22 | 28:34 | 33:09 | 37:26 | 06:47 | 05:01 |
 | Aghanim's Shard | 6 | 33.33% | 53.6 | 50.00% | -8.33% | 0.00% | -50.00% | -7.25% | 33:40 | 27:07 | 28:06 | 32:22 | 35:00 | 46:54 | 06:54 | 05:06 |
 | Skull Basher | 3 | 16.67% | 50.0 | 66.67% | +13.34% | +33.33% | 0.00% | 0.00% | 25:55 | 23:07 | 23:07 | 23:09 | 31:29 | 31:29 | 08:22 | 06:11 |
 | Echo Sabre | 11 | 61.11% | 46.4 | 36.36% | -49.35% | -36.36% | +30.31% | 57.97% | 13:01 | 09:53 | 11:34 | 11:54 | 12:43 | 18:37 | 01:09 | 00:51 |
 | Blight Stone | 1 | 5.56% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:06 | 07:06 | 07:06 | 07:06 | 07:06 | 07:06 | 00:00 | 00:00 |
 | Wind Lace | 1 | 5.56% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:53 | 06:53 | 06:53 | 06:53 | 06:53 | 06:53 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 5.56% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 5.56% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:22 | 07:22 | 07:22 | 07:22 | 07:22 | 07:22 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 11.11% | 28.6 | 50.00% | -6.25% | -50.00% | 0.00% | 0.00% | 23:36 | 16:21 | 16:21 | 30:51 | 30:51 | 30:51 | 14:30 | 10:44 |
 | Aghanim's Scepter | 3 | 16.67% | 25.0 | 33.33% | -26.67% | +66.67% | 0.00% | 0.00% | 20:18 | 17:47 | 17:47 | 18:55 | 24:12 | 24:12 | 06:25 | 04:45 |
 | Helm of Iron Will | 1 | 5.56% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:04 | 39:04 | 39:04 | 39:04 | 39:04 | 39:04 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 5.56% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 00:00 | 00:00 |
 | Vanguard | 1 | 5.56% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:46 | 40:46 | 40:46 | 40:46 | 40:46 | 40:46 | 00:00 | 00:00 |
 | Ring of Health | 1 | 5.56% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:44 | 40:44 | 40:44 | 40:44 | 40:44 | 40:44 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 5.56% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:48 | 40:48 | 40:48 | 40:48 | 40:48 | 40:48 | 00:00 | 00:00 |
 | Nullifier | 1 | 5.56% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 00:00 | 00:00 |