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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 | |
 | Force Staff | 44 | 32.35% | 100.0 | 63.64% | +24.51% | +9.09% | +9.09% | 0.00% | 31:00 | 19:06 | 26:11 | 28:21 | 35:31 | 52:00 | 09:20 | 06:55 |
 | Magic Wand | 83 | 61.03% | 89.3 | 53.01% | +15.27% | -10.15% | -0.63% | 1.39% | 15:03 | 04:43 | 11:03 | 14:37 | 17:54 | 38:32 | 06:50 | 05:04 |
 | Magic Stick | 107 | 78.68% | 89.1 | 51.40% | +20.37% | -10.66% | +0.45% | 1.00% | 08:30 | -01:29 | 02:33 | 08:35 | 13:37 | 30:09 | 11:04 | 08:12 |
 | Solar Crest | 7 | 5.15% | 87.0 | 85.71% | +40.75% | -35.71% | +14.29% | 3.00% | 38:00 | 21:44 | 28:49 | 36:19 | 45:29 | 59:20 | 16:39 | 12:20 |
 | Chainmail | 28 | 20.59% | 86.7 | 60.71% | +17.19% | -17.85% | +25.00% | 7.77% | 23:11 | 11:57 | 17:41 | 19:54 | 23:12 | 58:12 | 05:31 | 04:05 |
 | Tranquil Boots | 99 | 72.79% | 84.9 | 49.49% | +8.95% | +22.51% | +2.51% | -3.43% | 14:50 | 03:14 | 11:13 | 13:00 | 17:03 | 40:54 | 05:50 | 04:19 |
 | Boots of Speed | 135 | 99.26% | 84.2 | 47.41% | +47.41% | -0.35% | +2.59% | 0.71% | 06:43 | -12:54 | 04:45 | 06:30 | 08:53 | 17:32 | 04:08 | 03:03 |
 | Urn of Shadows | 17 | 12.50% | 82.1 | 64.71% | +20.17% | +15.29% | -4.71% | -2.26% | 18:53 | 10:37 | 14:13 | 17:44 | 23:04 | 29:03 | 08:51 | 06:33 |
 | Wind Lace | 82 | 60.29% | 81.6 | 48.78% | +4.34% | -10.68% | +8.36% | 3.92% | 10:36 | -01:29 | 07:14 | 10:01 | 12:06 | 40:50 | 04:51 | 03:35 |
 | Ring of Protection | 39 | 28.68% | 80.6 | 53.85% | +9.52% | +6.15% | +16.15% | 1.16% | 14:57 | -01:29 | 09:21 | 12:59 | 17:59 | 49:37 | 08:38 | 06:23 |
 | Medallion of Courage | 20 | 14.71% | 78.1 | 60.00% | +15.17% | 0.00% | +20.00% | 2.92% | 24:37 | 13:23 | 18:49 | 20:56 | 25:41 | 58:12 | 06:51 | 05:04 |
 | Headdress | 18 | 13.24% | 77.4 | 61.11% | +16.19% | -21.11% | +18.89% | 2.56% | 24:37 | 09:12 | 15:02 | 23:48 | 30:40 | 50:59 | 15:38 | 11:35 |
 | Ghost Scepter | 10 | 7.35% | 74.8 | 70.00% | +24.76% | -3.33% | -3.33% | 0.00% | 36:38 | 27:57 | 30:34 | 34:47 | 40:44 | 55:08 | 10:10 | 07:32 |
 | Blight Stone | 19 | 13.97% | 73.3 | 57.89% | +12.59% | -17.89% | +2.11% | 1.89% | 28:54 | 17:45 | 19:00 | 20:59 | 29:36 | 1:33:52 | 10:36 | 07:51 |
 | Fluffy Hat | 26 | 19.12% | 66.8 | 50.00% | +3.64% | -7.14% | +7.14% | 1.91% | 17:36 | 01:55 | 13:31 | 15:40 | 21:00 | 42:33 | 07:29 | 05:32 |
 | Aghanim's Scepter | 3 | 2.21% | 64.7 | 100.00% | +54.14% | 0.00% | 0.00% | 0.00% | 50:39 | 42:53 | 48:25 | 53:57 | 54:32 | 55:08 | 06:07 | 04:32 |
 | Mekansm | 14 | 10.29% | 64.3 | 57.14% | +11.24% | -7.14% | +17.86% | 2.52% | 27:33 | 15:54 | 19:12 | 25:34 | 29:07 | 50:59 | 09:55 | 07:21 |
 | Glimmer Cape | 33 | 24.26% | 63.5 | 45.45% | -2.12% | +21.22% | -12.12% | -2.61% | 31:39 | 17:21 | 24:12 | 32:05 | 36:58 | 48:25 | 12:46 | 09:27 |
 | Ring of Health | 18 | 13.24% | 59.2 | 50.00% | +3.39% | +30.00% | +10.00% | -1.66% | 31:50 | 17:40 | 25:17 | 27:44 | 37:20 | 53:22 | 12:03 | 08:55 |
 | Buckler | 13 | 9.56% | 57.3 | 53.85% | +7.51% | -3.85% | +21.15% | 2.41% | 20:36 | 11:57 | 14:12 | 20:35 | 24:34 | 29:38 | 10:22 | 07:40 |
 | Aghanim's Shard | 16 | 11.76% | 56.5 | 50.00% | +3.33% | 0.00% | 0.00% | 0.00% | 28:17 | 15:49 | 18:15 | 20:59 | 32:49 | 1:28:07 | 14:34 | 10:47 |
 | Bracer | 14 | 10.29% | 53.4 | 50.00% | +3.28% | +25.00% | -25.00% | -5.03% | 20:41 | 12:59 | 14:51 | 20:04 | 24:48 | 34:19 | 09:56 | 07:21 |
 | Arcane Boots | 9 | 6.62% | 49.9 | 55.56% | +9.10% | -22.23% | +11.11% | 5.65% | 16:26 | 12:33 | 13:45 | 14:01 | 19:39 | 23:59 | 05:54 | 04:22 |
 | Hood of Defiance | 4 | 2.94% | 47.6 | 75.00% | +28.79% | +25.00% | +25.00% | 0.00% | 30:49 | 18:10 | 28:25 | 32:42 | 35:06 | 39:40 | 06:41 | 04:57 |
 | Blink Dagger | 4 | 2.94% | 47.6 | 75.00% | +28.79% | -75.00% | +25.00% | 0.00% | 36:17 | 25:01 | 26:52 | 30:36 | 40:00 | 58:53 | 13:08 | 09:44 |
 | Aeon Disk | 4 | 2.94% | 47.6 | 75.00% | +28.79% | +25.00% | -75.00% | 0.00% | 56:05 | 32:02 | 52:35 | 1:02:42 | 1:06:12 | 1:06:51 | 13:37 | 10:05 |
 | Vladmir's Offering | 2 | 1.47% | 44.7 | 100.00% | +53.73% | 0.00% | 0.00% | 0.00% | 28:47 | 24:02 | 26:24 | 28:47 | 31:09 | 33:32 | 04:45 | 03:31 |
 | Phase Boots | 11 | 8.09% | 41.3 | 45.45% | -1.75% | +21.22% | -12.12% | -10.99% | 14:07 | 10:33 | 11:49 | 13:50 | 14:51 | 21:59 | 03:02 | 02:14 |
 | Drum of Endurance | 8 | 5.88% | 39.5 | 50.00% | +3.12% | 0.00% | 0.00% | 0.00% | 30:20 | 15:26 | 19:19 | 23:51 | 37:54 | 56:29 | 18:35 | 13:45 |
 | Pipe of Insight | 3 | 2.21% | 30.2 | 66.67% | +20.05% | +33.33% | -66.67% | 0.00% | 32:28 | 23:02 | 29:13 | 35:25 | 37:10 | 38:56 | 07:57 | 05:53 |
 | Shadow Blade | 3 | 2.21% | 30.2 | 66.67% | +20.05% | +33.33% | +33.33% | 0.00% | 35:07 | 25:37 | 31:23 | 37:10 | 39:52 | 42:35 | 08:29 | 06:17 |
 | Void Stone | 8 | 5.88% | 25.2 | 37.50% | -10.16% | +12.50% | +12.50% | 0.00% | 44:43 | 25:58 | 27:13 | 35:03 | 55:32 | 1:24:42 | 28:19 | 20:59 |
 | Guardian Greaves | 1 | 0.74% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:58 | 29:58 | 29:58 | 29:58 | 29:58 | 29:58 | 00:00 | 00:00 |
 | Ocean Heart | 1 | 0.74% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:00 | 14:00 | 14:00 | 14:00 | 14:00 | 14:00 | 00:00 | 00:00 |
 | Ceremonial Robe | 1 | 0.74% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 |
 | Black King Bar | 1 | 0.74% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:31 | 51:31 | 51:31 | 51:31 | 51:31 | 51:31 | 00:00 | 00:00 |
 | Stout Shield | 1 | 0.74% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.74% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:05 | 42:05 | 42:05 | 42:05 | 42:05 | 42:05 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.74% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:55 | 04:55 | 04:55 | 04:55 | 04:55 | 04:55 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.74% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.74% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 00:00 | 00:00 |
 | Crown | 2 | 1.47% | 12.0 | 50.00% | +2.99% | +50.00% | -50.00% | 0.00% | 20:43 | 19:54 | 20:18 | 20:43 | 21:07 | 21:32 | 00:49 | 00:36 |
 | Boots of Bearing | 2 | 1.47% | 12.0 | 50.00% | +2.99% | +50.00% | -50.00% | 0.00% | 54:57 | 37:53 | 46:25 | 54:57 | 1:03:29 | 1:12:01 | 17:04 | 12:38 |
 | Lotus Orb | 3 | 2.21% | 8.7 | 33.33% | -14.04% | -33.33% | +66.67% | 0.00% | 58:53 | 50:16 | 51:49 | 53:22 | 1:03:12 | 1:13:02 | 11:23 | 08:25 |
 | Ring of Basilius | 3 | 2.21% | 8.7 | 33.33% | -14.04% | -33.33% | +66.67% | 0.00% | 18:06 | 02:57 | 10:39 | 18:21 | 25:41 | 33:01 | 15:02 | 11:08 |
 | Hand of Midas | 4 | 2.94% | 6.9 | 25.00% | -22.73% | -25.00% | -25.00% | 0.00% | 36:57 | 17:48 | 22:33 | 30:17 | 44:41 | 1:09:25 | 22:08 | 16:24 |
 | Aether Lens | 5 | 3.68% | 5.9 | 20.00% | -28.09% | +30.00% | -20.00% | -8.33% | 41:36 | 27:27 | 29:38 | 30:20 | 35:38 | 1:24:59 | 06:00 | 04:26 |
 | Quelling Blade | 5 | 3.68% | 5.9 | 20.00% | -28.09% | -20.00% | +30.00% | 10.60% | 15:36 | 10:35 | 11:30 | 15:02 | 16:13 | 24:41 | 04:43 | 03:29 |
 | Eul's Scepter of Divinity | 1 | 0.74% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.74% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.74% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:41:18 | 1:41:18 | 1:41:18 | 1:41:18 | 1:41:18 | 1:41:18 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.74% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:33:52 | 1:33:52 | 1:33:52 | 1:33:52 | 1:33:52 | 1:33:52 | 00:00 | 00:00 |
 | Pupil's Gift | 1 | 0.74% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 0.74% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:33:52 | 1:33:52 | 1:33:52 | 1:33:52 | 1:33:52 | 1:33:52 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.74% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:41 | 25:41 | 25:41 | 25:41 | 25:41 | 25:41 | 00:00 | 00:00 |
 | Psychic Headband | 1 | 0.74% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.74% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:40:54 | 1:40:54 | 1:40:54 | 1:40:54 | 1:40:54 | 1:40:54 | 00:00 | 00:00 |