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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 | |
 | Void Stone | 25 | 43.86% | 100.0 | 72.00% | +22.00% | +11.33% | +11.33% | 0.00% | 33:34 | 20:37 | 30:00 | 32:50 | 37:13 | 44:54 | 07:13 | 05:20 |
 | Ring of Health | 22 | 38.60% | 97.4 | 72.73% | +21.30% | +10.60% | +7.27% | -0.53% | 35:06 | 27:35 | 31:10 | 32:50 | 37:27 | 48:43 | 06:17 | 04:39 |
 | Black King Bar | 53 | 92.98% | 94.7 | 62.26% | +37.26% | +22.36% | -0.72% | -7.78% | 24:35 | 20:18 | 22:32 | 23:46 | 25:30 | 32:35 | 02:58 | 02:11 |
 | Chainmail | 53 | 92.98% | 92.1 | 62.26% | +37.26% | +14.66% | -0.72% | -6.36% | 08:32 | 02:30 | 06:48 | 07:45 | 09:13 | 25:35 | 02:25 | 01:47 |
 | Phase Boots | 52 | 91.23% | 89.5 | 61.54% | +21.54% | +7.69% | +7.69% | 0.00% | 09:28 | 06:00 | 07:30 | 08:35 | 10:06 | 26:00 | 02:36 | 01:55 |
 | Soul Ring | 53 | 92.98% | 86.8 | 60.38% | +10.38% | -14.23% | +24.24% | 9.42% | 06:23 | 02:04 | 04:22 | 05:52 | 08:27 | 11:55 | 04:05 | 03:01 |
 | Quelling Blade | 53 | 92.98% | 84.2 | 60.38% | +10.38% | +8.85% | +16.54% | 0.00% | -01:05 | -01:30 | -01:29 | -01:29 | -01:29 | 10:16 | 00:00 | 00:00 |
 | Ring of Protection | 53 | 92.98% | 81.6 | 60.38% | +10.38% | +8.85% | +24.24% | 3.80% | 04:43 | -01:29 | 03:01 | 04:36 | 07:04 | 11:24 | 04:03 | 03:00 |
 | Blink Dagger | 57 | 100.00% | 78.9 | 59.65% | +59.65% | +4.64% | +4.64% | 0.00% | 13:22 | 08:49 | 11:57 | 13:09 | 14:35 | 18:22 | 02:38 | 01:57 |
 | Boots of Speed | 57 | 100.00% | 76.3 | 59.65% | +59.65% | +4.64% | -9.65% | -8.93% | 04:58 | 02:05 | 04:10 | 04:48 | 05:46 | 08:50 | 01:36 | 01:11 |
 | Refresher Orb | 15 | 26.32% | 73.7 | 73.33% | +18.57% | +26.67% | +1.67% | -4.30% | 36:57 | 29:27 | 32:39 | 35:48 | 38:28 | 46:02 | 05:49 | 04:18 |
 | Magic Wand | 39 | 68.42% | 71.1 | 61.54% | +5.98% | -11.54% | -1.54% | 1.51% | 08:47 | 01:31 | 05:21 | 07:39 | 11:58 | 18:09 | 06:37 | 04:54 |
 | Bracer | 36 | 63.16% | 68.4 | 61.11% | +3.97% | -5.55% | +5.56% | 11.11% | 02:55 | 01:44 | 02:09 | 02:29 | 03:00 | 09:56 | 00:51 | 00:37 |
 | Magic Stick | 51 | 89.47% | 65.8 | 56.86% | -26.47% | +4.68% | -3.01% | -3.14% | 02:23 | -01:29 | -01:29 | 01:53 | 03:56 | 14:24 | 05:25 | 04:00 |
 | Aghanim's Shard | 37 | 64.91% | 63.2 | 56.76% | -8.24% | +21.02% | +9.91% | -3.35% | 27:17 | 16:14 | 25:05 | 26:37 | 28:24 | 40:59 | 03:19 | 02:27 |
 | Blight Stone | 6 | 10.53% | 60.5 | 83.33% | +26.47% | -33.33% | +16.67% | 1.71% | 14:42 | 02:08 | 02:12 | 02:14 | 31:30 | 46:21 | 29:18 | 21:42 |
 | Assault Cuirass | 3 | 5.26% | 57.9 | 100.00% | +42.59% | 0.00% | 0.00% | 0.00% | 34:28 | 28:35 | 28:35 | 33:26 | 41:24 | 41:24 | 12:49 | 09:29 |
 | Buckler | 3 | 5.26% | 55.3 | 100.00% | +42.59% | 0.00% | 0.00% | 0.00% | 25:43 | 17:49 | 17:49 | 26:36 | 32:43 | 32:43 | 14:54 | 11:02 |
 | Helm of Iron Will | 3 | 5.26% | 52.6 | 100.00% | +42.59% | 0.00% | 0.00% | 0.00% | 18:18 | 03:02 | 03:02 | 03:21 | 48:31 | 48:31 | 45:29 | 33:41 |
 | Morbid Mask | 3 | 5.26% | 50.0 | 100.00% | +42.59% | 0.00% | 0.00% | 0.00% | 28:15 | 17:50 | 17:50 | 28:54 | 38:00 | 38:00 | 20:10 | 14:56 |
 | Bottle | 14 | 24.56% | 47.4 | 57.14% | -3.33% | -32.14% | +9.53% | 41.67% | 01:27 | 00:42 | 01:22 | 01:28 | 01:38 | 01:56 | 00:16 | 00:11 |
 | Desolator | 4 | 7.02% | 44.7 | 75.00% | +16.51% | -75.00% | +25.00% | 0.00% | 33:45 | 28:21 | 28:21 | 28:27 | 31:49 | 46:21 | 03:28 | 02:34 |
 | Wind Lace | 2 | 3.51% | 42.1 | 100.00% | +41.82% | 0.00% | 0.00% | 0.00% | 12:10 | 08:21 | 08:21 | 15:58 | 15:58 | 15:58 | 07:37 | 05:38 |
 | Scythe of Vyse | 3 | 5.26% | 39.5 | 66.67% | +7.41% | +33.33% | 0.00% | 0.00% | 37:30 | 32:56 | 32:56 | 37:13 | 42:20 | 42:20 | 09:24 | 06:57 |
 | Heaven's Halberd | 4 | 7.02% | 36.8 | 50.00% | -10.38% | -50.00% | +50.00% | 0.00% | 36:02 | 34:00 | 34:00 | 35:53 | 36:26 | 37:48 | 02:26 | 01:48 |
 | Sange | 4 | 7.02% | 34.2 | 50.00% | -10.38% | +50.00% | +50.00% | 0.00% | 32:32 | 29:41 | 29:41 | 31:58 | 33:29 | 35:00 | 03:48 | 02:48 |
 | Eul's Scepter of Divinity | 1 | 1.75% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:43 | 20:43 | 20:43 | 20:43 | 20:43 | 20:43 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.75% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.75% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:30 | 20:30 | 20:30 | 20:30 | 20:30 | 20:30 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.75% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:36 | 38:36 | 38:36 | 38:36 | 38:36 | 38:36 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.75% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:16 | 17:16 | 17:16 | 17:16 | 17:16 | 17:16 | 00:00 | 00:00 |
 | Satanic | 1 | 1.75% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:02 | 38:02 | 38:02 | 38:02 | 38:02 | 38:02 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 1 | 1.75% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:39 | 08:39 | 08:39 | 08:39 | 08:39 | 08:39 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.75% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.75% | 10.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 3.51% | 7.9 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 45:32 | 37:55 | 37:55 | 53:09 | 53:09 | 53:09 | 15:14 | 11:17 |
 | Orb of Venom | 1 | 1.75% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:04 | 03:04 | 03:04 | 03:04 | 03:04 | 03:04 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.75% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:20 | 44:20 | 44:20 | 44:20 | 44:20 | 44:20 | 00:00 | 00:00 |