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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 | |
 | Aghanim's Scepter | 3 | 8.33% | 100.0 | 100.00% | +69.70% | 0.00% | 0.00% | 0.00% | 37:09 | 32:46 | 32:46 | 35:14 | 43:26 | 43:26 | 10:40 | 07:54 |
 | Aghanim's Shard | 11 | 30.56% | 97.4 | 54.55% | +26.55% | +12.12% | -21.22% | -14.60% | 23:44 | 20:01 | 20:12 | 20:52 | 22:29 | 39:37 | 02:17 | 01:41 |
 | Magic Wand | 23 | 63.89% | 94.7 | 43.48% | +20.40% | -26.81% | -10.15% | 2.11% | 12:42 | 04:01 | 08:45 | 11:56 | 16:38 | 19:34 | 07:53 | 05:50 |
 | Vanguard | 32 | 88.89% | 92.1 | 37.50% | +12.50% | 0.00% | -12.50% | -8.06% | 06:58 | 04:18 | 05:41 | 06:12 | 07:14 | 17:25 | 01:33 | 01:08 |
 | Blink Dagger | 36 | 100.00% | 89.5 | 36.11% | +36.11% | +8.33% | -13.89% | -7.62% | 14:09 | 09:37 | 12:04 | 13:28 | 14:59 | 23:41 | 02:55 | 02:09 |
 | Ring of Health | 36 | 100.00% | 86.8 | 36.11% | +36.11% | -2.78% | -2.78% | 0.00% | 04:16 | 01:10 | 02:56 | 03:44 | 04:23 | 15:07 | 01:27 | 01:04 |
 | Boots of Speed | 36 | 100.00% | 84.2 | 36.11% | +36.11% | +8.33% | -13.89% | -7.53% | 06:04 | 02:05 | 04:26 | 06:46 | 07:23 | 08:56 | 02:57 | 02:11 |
 | Ring of Protection | 19 | 52.78% | 81.6 | 42.11% | +12.70% | -2.11% | -2.11% | 0.00% | 04:49 | -01:29 | -01:29 | -01:29 | -01:25 | 39:59 | 00:04 | 00:02 |
 | Magic Stick | 30 | 83.33% | 78.9 | 36.67% | +3.34% | -11.67% | -8.10% | 0.30% | 06:42 | -01:29 | 00:56 | 07:56 | 12:46 | 19:08 | 11:50 | 08:45 |
 | Chainmail | 27 | 75.00% | 76.3 | 37.04% | +3.71% | +5.82% | +5.82% | 0.00% | 13:16 | 05:05 | 08:21 | 12:18 | 17:10 | 26:29 | 08:49 | 06:31 |
 | Blade Mail | 20 | 55.56% | 73.7 | 40.00% | +8.75% | -20.00% | +40.00% | 18.46% | 20:34 | 08:49 | 18:26 | 20:23 | 21:41 | 27:27 | 03:15 | 02:24 |
 | Quelling Blade | 28 | 77.78% | 71.1 | 32.14% | -17.86% | -17.85% | +10.72% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Black King Bar | 16 | 44.44% | 68.4 | 37.50% | +2.50% | +12.50% | -37.50% | -7.69% | 28:00 | 19:14 | 24:18 | 27:17 | 30:48 | 36:47 | 06:30 | 04:48 |
 | Phase Boots | 17 | 47.22% | 65.8 | 35.29% | -1.55% | -10.29% | +14.71% | 5.07% | 12:24 | 06:25 | 09:04 | 10:27 | 14:00 | 23:20 | 04:56 | 03:39 |
 | Hood of Defiance | 3 | 8.33% | 63.2 | 66.67% | +33.34% | -66.67% | 0.00% | 0.00% | 13:04 | 09:43 | 09:43 | 10:51 | 18:39 | 18:39 | 08:56 | 06:37 |
 | Wind Lace | 16 | 44.44% | 60.5 | 31.25% | -8.75% | +18.75% | -6.25% | -3.80% | 14:16 | -01:29 | 07:03 | 09:55 | 13:38 | 53:16 | 06:35 | 04:52 |
 | Bracer | 7 | 19.44% | 57.9 | 42.86% | +8.38% | +7.14% | -42.86% | 0.00% | 01:10 | -01:29 | -01:29 | -01:29 | -01:29 | 17:03 | 00:00 | 00:00 |
 | Manta Style | 7 | 19.44% | 55.3 | 42.86% | +8.38% | -42.86% | -42.86% | 0.00% | 20:51 | 16:02 | 16:27 | 17:33 | 18:01 | 33:15 | 01:34 | 01:09 |
 | Yasha | 7 | 19.44% | 52.6 | 42.86% | +8.38% | +7.14% | -42.86% | -14.56% | 17:08 | 10:37 | 11:31 | 14:24 | 14:57 | 32:58 | 03:26 | 02:32 |
 | Pipe of Insight | 1 | 2.78% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 00:00 | 00:00 |
 | Headdress | 1 | 2.78% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:39 | 22:39 | 22:39 | 22:39 | 22:39 | 22:39 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.78% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 2.78% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.78% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.78% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 00:00 | 00:00 |
 | Void Stone | 2 | 5.56% | 34.2 | 50.00% | +14.71% | -50.00% | 0.00% | 0.00% | 46:06 | 38:12 | 38:12 | 54:00 | 54:00 | 54:00 | 15:48 | 11:42 |
 | Assault Cuirass | 3 | 8.33% | 31.6 | 33.33% | -3.03% | -33.33% | 0.00% | 0.00% | 38:26 | 36:56 | 36:56 | 38:00 | 40:21 | 40:21 | 03:25 | 02:31 |
 | Buckler | 3 | 8.33% | 28.9 | 33.33% | -3.03% | -33.33% | 0.00% | 0.00% | 38:18 | 36:55 | 36:55 | 38:00 | 40:00 | 40:00 | 03:05 | 02:17 |
 | Skull Basher | 1 | 2.78% | 26.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:07 | 51:07 | 51:07 | 51:07 | 51:07 | 51:07 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.78% | 23.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:44 | 01:44 | 01:44 | 01:44 | 01:44 | 01:44 | 00:00 | 00:00 |
 | Orb of Venom | 2 | 5.56% | 21.1 | 0.00% | -38.24% | 0.00% | 0.00% | 0.00% | 01:52 | 00:43 | 00:43 | 03:01 | 03:01 | 03:01 | 02:18 | 01:42 |
 | Abyssal Blade | 1 | 2.78% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:27 | 51:27 | 51:27 | 51:27 | 51:27 | 51:27 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 2.78% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:55 | 23:55 | 23:55 | 23:55 | 23:55 | 23:55 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.78% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:25 | 38:25 | 38:25 | 38:25 | 38:25 | 38:25 | 00:00 | 00:00 |
 | Crimson Guard | 2 | 5.56% | 10.5 | 0.00% | -38.24% | 0.00% | 0.00% | 0.00% | 25:45 | 18:20 | 18:20 | 33:09 | 33:09 | 33:09 | 14:49 | 10:58 |
 | Bottle | 1 | 2.78% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 00:00 | 00:00 |
 | Swift Blink | 1 | 2.78% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:06 | 1:03:06 | 1:03:06 | 1:03:06 | 1:03:06 | 1:03:06 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 5.56% | 2.6 | 0.00% | -38.24% | 0.00% | 0.00% | 0.00% | 24:39 | 16:12 | 16:12 | 33:05 | 33:05 | 33:05 | 16:53 | 12:30 |