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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 | |
 | Ghost Scepter | 23 | 18.70% | 100.0 | 65.22% | +25.22% | +1.45% | -15.22% | -1.66% | 28:14 | 14:15 | 22:27 | 25:47 | 32:29 | 46:20 | 10:02 | 07:25 |
 | Glimmer Cape | 59 | 47.97% | 97.1 | 52.54% | +15.04% | +20.79% | -19.21% | -6.08% | 25:06 | 14:45 | 20:54 | 25:01 | 27:29 | 40:40 | 06:35 | 04:52 |
 | Aether Lens | 9 | 7.32% | 94.1 | 77.78% | +35.67% | -27.78% | +22.22% | 3.14% | 29:48 | 15:44 | 20:49 | 29:06 | 36:45 | 43:34 | 15:56 | 11:48 |
 | Black King Bar | 11 | 8.94% | 91.2 | 72.73% | +30.77% | +27.27% | -6.06% | -3.08% | 34:57 | 26:55 | 27:33 | 33:46 | 38:23 | 48:09 | 10:50 | 08:01 |
 | Blink Dagger | 15 | 12.20% | 88.2 | 66.67% | +25.00% | -16.67% | -16.67% | 0.00% | 34:24 | 17:09 | 21:40 | 32:42 | 35:26 | 1:01:33 | 13:46 | 10:11 |
 | Aghanim's Shard | 4 | 3.25% | 85.3 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 36:19 | 25:01 | 25:01 | 37:23 | 40:02 | 42:49 | 15:01 | 11:07 |
 | Magic Stick | 120 | 97.56% | 82.4 | 45.00% | +11.67% | +11.67% | -5.00% | -2.59% | 05:26 | -01:29 | 01:45 | 04:33 | 08:11 | 18:37 | 06:26 | 04:45 |
 | Boots of Speed | 123 | 100.00% | 79.4 | 44.72% | +44.72% | -2.78% | -9.24% | -1.73% | 07:04 | 01:52 | 05:04 | 06:18 | 08:48 | 17:20 | 03:44 | 02:45 |
 | Wind Lace | 121 | 98.37% | 76.5 | 44.63% | -5.37% | -1.30% | -21.30% | -4.88% | 09:04 | -01:29 | 06:32 | 09:03 | 10:38 | 24:07 | 04:06 | 03:02 |
 | Force Staff | 38 | 30.89% | 73.5 | 52.63% | +11.45% | +7.37% | +2.93% | -0.48% | 29:04 | 17:10 | 23:22 | 27:23 | 32:35 | 48:47 | 09:13 | 06:49 |
 | Tranquil Boots | 119 | 96.75% | 70.6 | 44.54% | -5.46% | +2.13% | -11.21% | -3.71% | 11:31 | 05:43 | 09:21 | 11:04 | 12:57 | 23:55 | 03:36 | 02:40 |
 | Magic Wand | 111 | 90.24% | 67.6 | 44.14% | -5.86% | +2.29% | -12.00% | -2.85% | 12:32 | 02:05 | 10:05 | 12:30 | 15:06 | 26:57 | 05:01 | 03:42 |
 | Void Stone | 12 | 9.76% | 64.7 | 66.67% | +24.33% | 0.00% | 0.00% | 0.00% | 33:25 | 15:44 | 25:38 | 29:06 | 37:06 | 57:44 | 11:28 | 08:29 |
 | Fluffy Hat | 35 | 28.46% | 61.8 | 45.71% | +1.39% | -1.27% | -1.27% | 0.00% | 13:21 | -01:29 | 10:41 | 13:17 | 15:26 | 25:21 | 04:45 | 03:31 |
 | Drum of Endurance | 10 | 8.13% | 58.8 | 60.00% | +16.64% | +40.00% | -10.00% | -5.33% | 22:41 | 14:20 | 17:46 | 20:22 | 27:09 | 31:29 | 09:23 | 06:57 |
 | Quelling Blade | 8 | 6.50% | 55.9 | 62.50% | +19.02% | -12.50% | +37.50% | 10.10% | 13:48 | 09:55 | 10:49 | 12:10 | 15:46 | 19:11 | 04:57 | 03:40 |
 | Ring of Basilius | 23 | 18.70% | 52.9 | 43.48% | -1.52% | +6.52% | +6.52% | 0.00% | 04:34 | -01:29 | 02:04 | 03:19 | 06:23 | 17:22 | 04:19 | 03:11 |
 | Aeon Disk | 6 | 4.88% | 50.0 | 50.00% | +5.56% | 0.00% | -50.00% | -6.68% | 39:25 | 29:42 | 35:03 | 36:49 | 42:32 | 51:08 | 07:29 | 05:32 |
 | Lotus Orb | 3 | 2.44% | 47.1 | 66.67% | +22.50% | +33.33% | 0.00% | 0.00% | 40:21 | 31:35 | 31:35 | 44:12 | 45:17 | 45:17 | 13:42 | 10:08 |
 | Ring of Health | 3 | 2.44% | 44.1 | 66.67% | +22.50% | +33.33% | 0.00% | 0.00% | 36:24 | 29:50 | 29:50 | 35:10 | 44:12 | 44:12 | 14:22 | 10:38 |
 | Veil of Discord | 4 | 3.25% | 41.2 | 50.00% | +5.46% | -50.00% | -50.00% | 0.00% | 21:08 | 17:00 | 17:00 | 18:55 | 19:00 | 29:36 | 02:00 | 01:28 |
 | Ethereal Blade | 1 | 0.81% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:52 | 57:52 | 57:52 | 57:52 | 57:52 | 57:52 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.81% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.81% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 00:00 | 00:00 |
 | Headdress | 1 | 0.81% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 00:00 | 00:00 |
 | Buckler | 1 | 0.81% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:59 | 17:59 | 17:59 | 17:59 | 17:59 | 17:59 | 00:00 | 00:00 |
 | Crown | 5 | 4.07% | 23.5 | 40.00% | -4.92% | -40.00% | -40.00% | 0.00% | 20:59 | 12:06 | 12:06 | 17:56 | 28:04 | 29:36 | 15:58 | 11:49 |
 | Ring of Protection | 2 | 1.63% | 20.6 | 50.00% | +5.37% | -50.00% | 0.00% | 0.00% | 15:11 | 12:23 | 12:23 | 17:59 | 17:59 | 17:59 | 05:36 | 04:08 |
 | Scythe of Vyse | 1 | 0.81% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:44 | 57:44 | 57:44 | 57:44 | 57:44 | 57:44 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.81% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:46 | 13:46 | 13:46 | 13:46 | 13:46 | 13:46 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.81% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:21 | 06:21 | 06:21 | 06:21 | 06:21 | 06:21 | 00:00 | 00:00 |
 | Bracer | 3 | 2.44% | 8.8 | 0.00% | -45.83% | 0.00% | 0.00% | 0.00% | 15:24 | 12:06 | 12:06 | 16:27 | 17:38 | 17:38 | 05:32 | 04:05 |
 | Falcon Blade | 1 | 0.81% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:26 | 26:26 | 26:26 | 26:26 | 26:26 | 26:26 | 00:00 | 00:00 |
 | Dagon | 1 | 0.81% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 00:00 | 00:00 |