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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 | |
 | Octarine Core | 6 | 20.69% | 100.0 | 83.33% | +48.55% | +16.67% | +16.67% | 0.00% | 31:47 | 26:00 | 30:18 | 31:12 | 34:48 | 35:58 | 04:30 | 03:20 |
 | Wind Lace | 20 | 68.97% | 97.4 | 55.00% | +32.78% | +25.00% | -35.00% | -19.89% | 16:38 | 04:55 | 14:45 | 17:06 | 17:46 | 25:03 | 03:01 | 02:14 |
 | Magic Stick | 11 | 37.93% | 94.9 | 63.64% | +30.31% | +3.03% | +3.03% | 0.00% | 03:05 | -01:29 | -01:29 | -01:28 | 01:02 | 21:26 | 02:31 | 01:51 |
 | Aether Lens | 9 | 31.03% | 92.3 | 66.67% | +31.67% | +33.33% | -16.67% | 0.00% | 28:10 | 22:53 | 24:31 | 28:45 | 30:07 | 32:51 | 05:36 | 04:08 |
 | Void Stone | 14 | 48.28% | 89.7 | 57.14% | +23.81% | +42.86% | -23.81% | -6.85% | 32:21 | 22:49 | 27:27 | 29:57 | 37:11 | 47:39 | 09:44 | 07:12 |
 | Aghanim's Shard | 12 | 41.38% | 87.2 | 58.33% | +23.04% | +41.67% | -58.33% | -6.17% | 29:11 | 16:05 | 16:35 | 26:09 | 32:48 | 1:11:10 | 16:13 | 12:00 |
 | Helm of Iron Will | 28 | 96.55% | 84.6 | 46.43% | +46.43% | +39.28% | -17.86% | -20.78% | 05:25 | 02:47 | 03:32 | 04:04 | 06:17 | 12:37 | 02:45 | 02:02 |
 | Helm of the Overlord | 28 | 96.55% | 82.1 | 46.43% | +46.43% | +25.00% | -32.14% | -20.53% | 16:18 | 12:44 | 14:21 | 15:58 | 17:08 | 21:17 | 02:47 | 02:03 |
 | Crown | 28 | 96.55% | 79.5 | 46.43% | +46.43% | +39.28% | -17.86% | -17.40% | 06:49 | 04:13 | 04:44 | 06:00 | 08:01 | 12:38 | 03:17 | 02:25 |
 | Helm of the Dominator | 28 | 96.55% | 76.9 | 46.43% | +46.43% | +39.28% | -17.86% | -18.04% | 09:48 | 06:45 | 07:38 | 09:18 | 10:48 | 14:48 | 03:10 | 02:20 |
 | Ring of Protection | 29 | 100.00% | 74.4 | 44.83% | +44.83% | +40.88% | -16.26% | -13.44% | 08:37 | -01:29 | 07:39 | 10:25 | 11:54 | 15:09 | 04:15 | 03:08 |
 | Morbid Mask | 29 | 100.00% | 71.8 | 44.83% | +44.83% | -1.97% | -30.54% | -12.60% | 13:13 | 10:31 | 11:50 | 12:52 | 14:06 | 17:06 | 02:16 | 01:40 |
 | Boots of Speed | 29 | 100.00% | 69.2 | 44.83% | +44.83% | -16.26% | -1.97% | 1.14% | 11:21 | 01:59 | 03:23 | 13:37 | 15:53 | 17:54 | 12:30 | 09:15 |
 | Vladmir's Offering | 29 | 100.00% | 66.7 | 44.83% | +44.83% | +12.31% | -30.54% | -18.90% | 14:21 | 11:10 | 13:01 | 14:08 | 15:17 | 18:23 | 02:16 | 01:40 |
 | Buckler | 29 | 100.00% | 64.1 | 44.83% | +44.83% | +26.60% | -16.26% | -11.69% | 11:24 | 07:39 | 09:25 | 11:01 | 13:05 | 15:50 | 03:40 | 02:42 |
 | Ring of Basilius | 29 | 100.00% | 61.5 | 44.83% | +44.83% | -1.97% | -44.83% | -11.08% | 08:52 | -01:29 | 07:28 | 09:38 | 11:20 | 15:18 | 03:52 | 02:51 |
 | Quelling Blade | 24 | 82.76% | 59.0 | 45.83% | +5.83% | -29.16% | +20.84% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Black King Bar | 24 | 82.76% | 56.4 | 45.83% | +5.83% | +37.50% | -29.16% | -14.08% | 25:29 | 18:40 | 22:50 | 24:20 | 27:34 | 33:37 | 04:44 | 03:30 |
 | Blink Dagger | 17 | 58.62% | 53.8 | 47.06% | +5.39% | -22.06% | +27.94% | 6.32% | 29:30 | 21:11 | 24:47 | 29:06 | 32:42 | 36:45 | 07:55 | 05:51 |
 | Boots of Travel | 2 | 6.90% | 51.3 | 100.00% | +59.26% | 0.00% | 0.00% | 0.00% | 43:02 | 36:58 | 36:58 | 49:06 | 49:06 | 49:06 | 12:08 | 08:59 |
 | Arcane Boots | 13 | 44.83% | 48.7 | 46.15% | +2.40% | -12.82% | -12.82% | 0.00% | 17:05 | 05:54 | 06:00 | 08:20 | 26:01 | 41:20 | 20:01 | 14:49 |
 | Magic Wand | 9 | 31.03% | 46.2 | 44.44% | -0.56% | -44.44% | -44.44% | 0.00% | 09:43 | -01:30 | -01:29 | 14:14 | 19:02 | 21:46 | 20:31 | 15:11 |
 | Arcane Blink | 3 | 10.34% | 43.6 | 66.67% | +24.36% | +33.33% | 0.00% | 0.00% | 47:39 | 35:49 | 35:49 | 36:02 | 1:11:06 | 1:11:06 | 35:17 | 26:08 |
 | Refresher Orb | 4 | 13.79% | 41.0 | 50.00% | +6.00% | -50.00% | -50.00% | 0.00% | 42:29 | 37:32 | 37:32 | 39:18 | 42:56 | 50:09 | 05:24 | 04:00 |
 | Chainmail | 1 | 3.45% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:15 | 18:15 | 18:15 | 18:15 | 18:15 | 18:15 | 00:00 | 00:00 |
 | Blight Stone | 1 | 3.45% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:15 | 18:15 | 18:15 | 18:15 | 18:15 | 18:15 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 3.45% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:15 | 18:15 | 18:15 | 18:15 | 18:15 | 18:15 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 3.45% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:50 | 43:50 | 43:50 | 43:50 | 43:50 | 43:50 | 00:00 | 00:00 |
 | Solar Crest | 1 | 3.45% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:56 | 20:56 | 20:56 | 20:56 | 20:56 | 20:56 | 00:00 | 00:00 |
 | Scythe of Vyse | 5 | 17.24% | 25.6 | 40.00% | -5.83% | +60.00% | +60.00% | 0.00% | 42:54 | 31:58 | 31:58 | 44:46 | 46:47 | 47:53 | 14:49 | 10:58 |
 | Boots of Bearing | 2 | 6.90% | 23.1 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 24:02 | 19:56 | 19:56 | 28:08 | 28:08 | 28:08 | 08:12 | 06:04 |
 | Tranquil Boots | 2 | 6.90% | 20.5 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 22:55 | 19:01 | 19:01 | 26:48 | 26:48 | 26:48 | 07:47 | 05:45 |
 | Aeon Disk | 3 | 10.34% | 17.9 | 33.33% | -12.82% | -33.33% | 0.00% | 0.00% | 52:25 | 42:44 | 42:44 | 50:40 | 1:03:51 | 1:03:51 | 21:07 | 15:38 |
 | Drum of Endurance | 3 | 10.34% | 15.4 | 33.33% | -12.82% | -33.33% | 0.00% | 0.00% | 16:20 | 07:13 | 07:13 | 18:24 | 23:24 | 23:24 | 16:11 | 11:59 |
 | Ring of Health | 3 | 10.34% | 12.8 | 33.33% | -12.82% | -33.33% | 0.00% | 0.00% | 42:11 | 37:11 | 37:11 | 39:17 | 50:05 | 50:05 | 12:54 | 09:33 |
 | Assault Cuirass | 3 | 10.34% | 10.3 | 33.33% | -12.82% | -33.33% | 0.00% | 0.00% | 31:37 | 26:48 | 26:48 | 33:31 | 34:31 | 34:31 | 07:43 | 05:42 |
 | Fluffy Hat | 2 | 6.90% | 7.7 | 0.00% | -48.15% | 0.00% | 0.00% | 0.00% | 30:51 | 24:08 | 24:08 | 37:34 | 37:34 | 37:34 | 13:26 | 09:57 |
 | Aghanim's Scepter | 1 | 3.45% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:30 | 44:30 | 44:30 | 44:30 | 44:30 | 44:30 | 00:00 | 00:00 |
 | Force Staff | 2 | 6.90% | 2.6 | 0.00% | -48.15% | 0.00% | 0.00% | 0.00% | 33:44 | 28:42 | 28:42 | 38:46 | 38:46 | 38:46 | 10:04 | 07:27 |