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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 | |
 | Boots of Bearing | 41 | 34.75% | 100.0 | 82.93% | +54.36% | +7.07% | -22.93% | -3.42% | 28:36 | 17:00 | 24:17 | 26:12 | 33:04 | 48:40 | 08:47 | 06:30 |
 | Drum of Endurance | 64 | 54.24% | 97.4 | 67.19% | +43.12% | +7.81% | -29.69% | -6.58% | 19:02 | 11:17 | 14:55 | 17:25 | 20:37 | 36:10 | 05:42 | 04:13 |
 | Aether Lens | 5 | 4.24% | 94.9 | 100.00% | +54.87% | 0.00% | 0.00% | 0.00% | 34:40 | 24:44 | 24:44 | 31:31 | 36:23 | 49:35 | 11:39 | 08:37 |
 | Blink Dagger | 12 | 10.17% | 92.3 | 75.00% | +30.66% | -8.33% | -8.33% | 0.00% | 40:12 | 15:33 | 30:55 | 37:50 | 48:18 | 56:30 | 17:23 | 12:52 |
 | Magic Wand | 109 | 92.37% | 89.7 | 48.62% | +15.29% | +6.94% | -7.88% | -2.42% | 10:21 | 00:15 | 06:54 | 10:18 | 13:01 | 30:25 | 06:07 | 04:31 |
 | Wind Lace | 109 | 92.37% | 87.2 | 48.62% | +15.29% | +6.94% | +6.94% | 0.00% | 08:13 | 00:20 | 05:36 | 07:50 | 10:22 | 22:12 | 04:46 | 03:31 |
 | Tranquil Boots | 106 | 89.83% | 84.6 | 48.11% | +6.44% | +3.74% | -1.96% | -1.07% | 13:07 | 04:50 | 09:15 | 11:25 | 14:35 | 48:40 | 05:20 | 03:57 |
 | Boots of Speed | 118 | 100.00% | 82.1 | 47.46% | +47.46% | +9.21% | -2.63% | -3.62% | 06:43 | -01:29 | 05:01 | 06:48 | 08:17 | 14:00 | 03:16 | 02:25 |
 | Void Stone | 23 | 19.49% | 79.5 | 60.87% | +16.66% | +5.80% | +5.80% | 0.00% | 22:59 | 08:34 | 15:21 | 18:19 | 25:55 | 1:02:27 | 10:34 | 07:49 |
 | Glimmer Cape | 34 | 28.81% | 76.9 | 55.88% | +11.83% | -0.32% | +6.62% | 0.70% | 27:08 | 18:18 | 22:15 | 24:16 | 32:14 | 43:47 | 09:59 | 07:23 |
 | Magic Stick | 114 | 96.61% | 74.4 | 46.49% | -28.51% | -15.46% | -0.06% | 2.85% | 04:15 | -01:29 | 01:21 | 03:05 | 06:45 | 29:46 | 05:24 | 04:00 |
 | Force Staff | 57 | 48.31% | 71.8 | 47.37% | -0.17% | -4.51% | +9.77% | 1.71% | 27:03 | 15:28 | 21:56 | 27:02 | 30:16 | 41:47 | 08:20 | 06:10 |
 | Fluffy Hat | 88 | 74.58% | 69.2 | 44.32% | -12.35% | +10.23% | +5.68% | -0.58% | 16:08 | 02:04 | 11:33 | 14:22 | 19:24 | 36:28 | 07:51 | 05:48 |
 | Crown | 13 | 11.02% | 66.7 | 61.54% | +15.83% | -28.21% | +38.46% | 5.64% | 27:22 | 16:34 | 19:43 | 25:15 | 31:32 | 44:06 | 11:49 | 08:45 |
 | Black King Bar | 13 | 11.02% | 64.1 | 53.85% | +7.18% | +12.82% | -20.52% | -4.08% | 39:14 | 28:21 | 33:49 | 38:54 | 41:59 | 60:20 | 08:10 | 06:02 |
 | Pavise | 16 | 13.56% | 61.5 | 50.00% | +2.94% | +25.00% | -25.00% | -10.71% | 17:37 | 11:30 | 14:21 | 16:41 | 19:01 | 31:24 | 04:40 | 03:27 |
 | Ring of Protection | 19 | 16.10% | 59.0 | 47.37% | -0.10% | +32.63% | -7.37% | -6.56% | 16:31 | 08:17 | 11:50 | 16:04 | 17:56 | 31:22 | 06:06 | 04:31 |
 | Solar Crest | 11 | 9.32% | 56.4 | 54.55% | +7.82% | -54.55% | +45.45% | 0.00% | 29:18 | 20:11 | 23:33 | 28:09 | 30:48 | 44:07 | 07:15 | 05:22 |
 | Blight Stone | 14 | 11.86% | 53.8 | 50.00% | +2.88% | -25.00% | +16.67% | 3.48% | 26:28 | 15:41 | 19:42 | 25:15 | 31:40 | 40:14 | 11:58 | 08:51 |
 | Medallion of Courage | 14 | 11.86% | 51.3 | 50.00% | +2.88% | -50.00% | +16.67% | 5.83% | 26:45 | 16:19 | 20:14 | 25:15 | 31:40 | 40:14 | 11:26 | 08:28 |
 | Wraith Band | 6 | 5.08% | 48.7 | 66.67% | +20.24% | -16.67% | +33.33% | 0.00% | 28:12 | 21:02 | 24:51 | 27:04 | 30:58 | 36:03 | 06:07 | 04:31 |
 | Chainmail | 15 | 12.71% | 46.2 | 46.67% | -0.90% | -21.67% | +28.33% | 4.21% | 25:57 | 15:25 | 19:37 | 25:15 | 31:30 | 40:14 | 11:53 | 08:48 |
 | Eul's Scepter of Divinity | 2 | 1.69% | 43.6 | 100.00% | +53.45% | 0.00% | 0.00% | 0.00% | 52:42 | 42:57 | 42:57 | 1:02:27 | 1:02:27 | 1:02:27 | 19:30 | 14:26 |
 | Ring of Basilius | 2 | 1.69% | 41.0 | 100.00% | +53.45% | 0.00% | 0.00% | 0.00% | 02:53 | 01:24 | 01:24 | 04:22 | 04:22 | 04:22 | 02:58 | 02:11 |
 | Bracer | 2 | 1.69% | 38.5 | 100.00% | +53.45% | 0.00% | 0.00% | 0.00% | 25:13 | 24:00 | 24:00 | 26:25 | 26:25 | 26:25 | 02:25 | 01:47 |
 | Arcane Boots | 6 | 5.08% | 35.9 | 50.00% | +2.68% | -50.00% | +50.00% | 0.00% | 15:43 | 08:45 | 09:11 | 15:54 | 17:50 | 26:11 | 08:39 | 06:24 |
 | Ghost Scepter | 3 | 2.54% | 33.3 | 66.67% | +19.71% | +33.33% | 0.00% | 0.00% | 26:30 | 24:55 | 24:55 | 26:44 | 27:52 | 27:52 | 02:57 | 02:11 |
 | Ring of Health | 3 | 2.54% | 30.8 | 66.67% | +19.71% | +33.33% | 0.00% | 0.00% | 37:09 | 30:38 | 30:38 | 36:33 | 44:17 | 44:17 | 13:39 | 10:06 |
 | Lotus Orb | 3 | 2.54% | 28.2 | 66.67% | +19.71% | +33.33% | 0.00% | 0.00% | 43:58 | 39:15 | 39:15 | 45:13 | 47:26 | 47:26 | 08:11 | 06:03 |
 | Boots of Travel | 1 | 0.85% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:00 | 56:00 | 56:00 | 56:00 | 56:00 | 56:00 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.85% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:28 | 44:28 | 44:28 | 44:28 | 44:28 | 44:28 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.85% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.85% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.85% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:21 | 21:21 | 21:21 | 21:21 | 21:21 | 21:21 | 00:00 | 00:00 |
 | Headdress | 2 | 1.69% | 12.8 | 50.00% | +2.59% | -50.00% | 0.00% | 0.00% | 30:06 | 26:01 | 26:01 | 34:11 | 34:11 | 34:11 | 08:10 | 06:02 |
 | Buckler | 3 | 2.54% | 10.3 | 33.33% | -14.50% | -33.33% | 0.00% | 0.00% | 25:51 | 20:14 | 20:14 | 28:36 | 28:42 | 28:42 | 08:28 | 06:16 |
 | Mekansm | 1 | 0.85% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:10 | 26:10 | 26:10 | 26:10 | 26:10 | 26:10 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 0.85% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:27 | 41:27 | 41:27 | 41:27 | 41:27 | 41:27 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 0.85% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:44 | 04:44 | 04:44 | 04:44 | 04:44 | 04:44 | 00:00 | 00:00 |