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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 | 15 | 20.27% | 100.0 | 80.00% | +30.85% | -5.00% | +20.00% | 4.53% | 29:48 | 18:54 | 24:47 | 28:23 | 30:18 | 55:28 | 05:31 | 04:05 |
 | Magic Stick | 66 | 89.19% | 97.9 | 57.58% | +20.08% | +1.24% | -13.83% | -3.48% | 04:13 | -01:29 | 01:51 | 02:55 | 06:11 | 18:05 | 04:20 | 03:12 |
 | Eul's Scepter of Divinity | 10 | 13.51% | 95.8 | 80.00% | +28.44% | -13.33% | +20.00% | 3.61% | 31:23 | 26:04 | 26:55 | 30:13 | 36:09 | 37:48 | 09:14 | 06:50 |
 | Force Staff | 41 | 55.41% | 93.8 | 60.98% | +12.50% | +29.02% | -0.98% | -5.73% | 29:13 | 22:29 | 25:47 | 28:45 | 31:01 | 44:37 | 05:14 | 03:52 |
 | Fluffy Hat | 45 | 60.81% | 91.7 | 60.00% | +11.72% | -23.64% | -5.45% | 2.23% | 24:16 | 14:41 | 19:37 | 23:57 | 27:47 | 44:33 | 08:10 | 06:02 |
 | Magic Wand | 47 | 63.51% | 89.6 | 59.57% | +11.42% | +15.43% | +7.10% | -0.78% | 12:54 | 02:36 | 07:28 | 11:29 | 18:07 | 31:34 | 10:39 | 07:53 |
 | Boots of Speed | 74 | 100.00% | 87.5 | 55.41% | +55.41% | -8.04% | +0.15% | 2.23% | 02:49 | -01:29 | -01:29 | 04:07 | 05:09 | 10:06 | 06:38 | 04:54 |
 | Wind Lace | 56 | 75.68% | 85.4 | 57.14% | +7.14% | +7.15% | +14.29% | 1.42% | 04:40 | -01:29 | -01:29 | 04:36 | 06:31 | 19:41 | 08:00 | 05:55 |
 | Ring of Health | 7 | 9.46% | 83.3 | 85.71% | +33.47% | -35.71% | +14.29% | 11.81% | 30:42 | 23:17 | 24:12 | 28:22 | 28:26 | 55:28 | 04:14 | 03:08 |
 | Blink Dagger | 72 | 97.30% | 81.3 | 54.17% | -45.83% | -4.17% | -4.17% | 0.00% | 15:50 | 10:00 | 14:01 | 16:12 | 17:29 | 21:19 | 03:28 | 02:34 |
 | Drum of Endurance | 4 | 5.41% | 79.2 | 100.00% | +47.14% | 0.00% | 0.00% | 0.00% | 35:43 | 24:40 | 24:40 | 24:54 | 37:32 | 55:46 | 12:52 | 09:31 |
 | Boots of Bearing | 4 | 5.41% | 77.1 | 100.00% | +47.14% | 0.00% | 0.00% | 0.00% | 39:52 | 28:00 | 28:00 | 36:13 | 38:18 | 56:57 | 10:18 | 07:37 |
 | Lotus Orb | 6 | 8.11% | 75.0 | 83.33% | +30.39% | +16.67% | +16.67% | 0.00% | 34:48 | 26:52 | 28:37 | 31:49 | 33:18 | 56:07 | 04:41 | 03:28 |
 | Black King Bar | 10 | 13.51% | 72.9 | 70.00% | +16.87% | +30.00% | -20.00% | -4.52% | 31:09 | 23:33 | 25:46 | 27:07 | 36:49 | 45:49 | 11:03 | 08:11 |
 | Echo Sabre | 15 | 20.27% | 70.8 | 60.00% | +5.76% | -10.00% | +15.00% | 10.71% | 20:13 | 15:24 | 17:47 | 19:12 | 20:07 | 35:54 | 02:20 | 01:43 |
 | Tranquil Boots | 25 | 33.78% | 68.8 | 52.00% | -5.14% | -2.00% | -2.00% | 0.00% | 16:00 | 04:53 | 07:30 | 10:47 | 22:04 | 56:57 | 14:34 | 10:47 |
 | Bottle | 17 | 22.97% | 66.7 | 52.94% | -3.20% | -2.94% | +22.06% | 25.00% | 02:43 | 01:17 | 01:21 | 01:36 | 01:44 | 21:10 | 00:23 | 00:17 |
 | Chainmail | 17 | 22.97% | 64.6 | 52.94% | -3.20% | -27.94% | -27.94% | 0.00% | 13:05 | 04:18 | 07:04 | 09:50 | 17:54 | 24:58 | 10:50 | 08:01 |
 | Power Treads | 8 | 10.81% | 62.5 | 62.50% | +7.95% | +37.50% | -62.50% | -68.97% | 08:29 | 06:11 | 06:49 | 07:28 | 08:16 | 15:34 | 01:27 | 01:04 |
 | Phase Boots | 16 | 21.62% | 60.4 | 50.00% | -6.90% | -25.00% | -25.00% | 0.00% | 13:58 | 06:24 | 07:58 | 10:31 | 18:37 | 26:35 | 10:39 | 07:53 |
 | Quelling Blade | 20 | 27.03% | 58.3 | 45.00% | -14.26% | -5.00% | -25.00% | -20.00% | 00:22 | -01:29 | -01:29 | -01:29 | -01:16 | 12:56 | 00:13 | 00:09 |
 | Shadow Blade | 6 | 8.11% | 56.3 | 66.67% | +12.26% | -16.67% | -66.67% | -4.67% | 41:17 | 31:37 | 34:38 | 43:16 | 45:20 | 49:09 | 10:42 | 07:55 |
 | Aghanim's Scepter | 8 | 10.81% | 54.2 | 50.00% | -6.06% | -50.00% | +50.00% | 13.76% | 27:39 | 21:59 | 22:02 | 25:21 | 29:18 | 39:32 | 07:16 | 05:22 |
 | Arcane Boots | 9 | 12.16% | 52.1 | 44.44% | -12.48% | +5.56% | +5.56% | 0.00% | 19:47 | 07:06 | 07:10 | 11:19 | 35:49 | 39:40 | 28:39 | 21:13 |
 | Crystalys | 10 | 13.51% | 50.0 | 40.00% | -17.81% | -6.67% | +60.00% | 6.14% | 31:52 | 22:44 | 27:04 | 28:06 | 37:56 | 47:57 | 10:52 | 08:02 |
 | Ghost Scepter | 10 | 13.51% | 47.9 | 40.00% | -17.81% | +26.67% | +10.00% | -3.92% | 33:06 | 26:14 | 30:46 | 32:30 | 35:01 | 40:56 | 04:15 | 03:08 |
 | Aghanim's Shard | 4 | 5.41% | 45.8 | 50.00% | -5.71% | -50.00% | +50.00% | 0.00% | 39:38 | 34:25 | 34:25 | 36:20 | 43:08 | 44:39 | 08:43 | 06:27 |
 | Daedalus | 4 | 5.41% | 43.8 | 50.00% | -5.71% | -50.00% | +50.00% | 0.00% | 35:07 | 31:43 | 31:43 | 33:02 | 35:32 | 40:11 | 03:49 | 02:49 |
 | Ethereal Blade | 1 | 1.35% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:05 | 45:05 | 45:05 | 45:05 | 45:05 | 45:05 | 00:00 | 00:00 |
 | Headdress | 1 | 1.35% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:45 | 26:45 | 26:45 | 26:45 | 26:45 | 26:45 | 00:00 | 00:00 |
 | Kaya | 1 | 1.35% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:49 | 38:49 | 38:49 | 38:49 | 38:49 | 38:49 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.35% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.35% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:07 | 25:07 | 25:07 | 25:07 | 25:07 | 25:07 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 1.35% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:52 | 30:52 | 30:52 | 30:52 | 30:52 | 30:52 | 00:00 | 00:00 |
 | Ring of Protection | 5 | 6.76% | 29.2 | 40.00% | -16.52% | -40.00% | -40.00% | 0.00% | 15:28 | -01:30 | -01:30 | -01:29 | 38:59 | 42:51 | 40:29 | 29:59 |
 | Aeon Disk | 2 | 2.70% | 27.1 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 40:52 | 40:18 | 40:18 | 41:26 | 41:26 | 41:26 | 01:08 | 00:50 |
 | Buckler | 2 | 2.70% | 25.0 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 40:55 | 38:59 | 38:59 | 42:51 | 42:51 | 42:51 | 03:52 | 02:51 |
 | Assault Cuirass | 2 | 2.70% | 22.9 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 41:27 | 39:39 | 39:39 | 43:14 | 43:14 | 43:14 | 03:35 | 02:39 |
 | Morbid Mask | 2 | 2.70% | 20.8 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 41:53 | 41:28 | 41:28 | 42:18 | 42:18 | 42:18 | 00:50 | 00:37 |
 | Aether Lens | 3 | 4.05% | 18.8 | 33.33% | -23.01% | +66.67% | 0.00% | 0.00% | 46:58 | 42:51 | 42:51 | 45:18 | 52:46 | 52:46 | 09:55 | 07:20 |
 | Silver Edge | 2 | 2.70% | 16.7 | 0.00% | -56.94% | 0.00% | 0.00% | 0.00% | 41:57 | 34:43 | 34:43 | 49:10 | 49:10 | 49:10 | 14:27 | 10:42 |
 | Blight Stone | 1 | 1.35% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:06 | 48:06 | 48:06 | 48:06 | 48:06 | 48:06 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.35% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:16 | 49:16 | 49:16 | 49:16 | 49:16 | 49:16 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.35% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:06 | 48:06 | 48:06 | 48:06 | 48:06 | 48:06 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.35% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:15 | 56:15 | 56:15 | 56:15 | 56:15 | 56:15 | 00:00 | 00:00 |
 | Crown | 1 | 1.35% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:06 | 48:06 | 48:06 | 48:06 | 48:06 | 48:06 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.35% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:06 | 48:06 | 48:06 | 48:06 | 48:06 | 48:06 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.35% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:07 | 42:07 | 42:07 | 42:07 | 42:07 | 42:07 | 00:00 | 00:00 |