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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 | 49 | 30.63% | 100.0 | 83.67% | +46.73% | +8.00% | -25.34% | -3.17% | 29:42 | 17:00 | 24:17 | 26:35 | 34:49 | 58:08 | 10:32 | 07:48 |
 | Aether Lens | 7 | 4.38% | 97.7 | 100.00% | +50.98% | 0.00% | 0.00% | 0.00% | 33:08 | 19:59 | 24:44 | 31:31 | 36:23 | 49:35 | 11:39 | 08:37 |
 | Drum of Endurance | 77 | 48.13% | 95.3 | 66.23% | +28.88% | +7.45% | -13.60% | -2.83% | 20:14 | 11:17 | 15:15 | 18:42 | 22:41 | 56:00 | 07:26 | 05:30 |
 | Blink Dagger | 16 | 10.00% | 93.0 | 81.25% | +33.33% | -6.25% | -6.25% | 0.00% | 39:55 | 15:33 | 33:33 | 37:50 | 47:12 | 56:30 | 13:39 | 10:06 |
 | Glimmer Cape | 55 | 34.38% | 90.7 | 63.64% | +18.88% | +7.79% | +0.65% | -0.66% | 27:20 | 15:51 | 22:04 | 24:18 | 32:49 | 47:45 | 10:45 | 07:57 |
 | Void Stone | 27 | 16.88% | 88.4 | 66.67% | +18.55% | +4.76% | +4.76% | 0.00% | 24:02 | 08:34 | 15:25 | 19:36 | 31:07 | 1:02:27 | 15:42 | 11:37 |
 | Force Staff | 82 | 51.25% | 86.0 | 56.10% | +9.95% | +5.80% | +3.90% | -0.24% | 27:03 | 15:28 | 22:25 | 26:45 | 30:11 | 51:42 | 07:46 | 05:45 |
 | Wind Lace | 151 | 94.38% | 83.7 | 52.32% | +18.99% | +8.21% | +10.84% | 0.57% | 08:25 | 00:20 | 05:51 | 08:18 | 10:28 | 23:12 | 04:37 | 03:25 |
 | Magic Wand | 147 | 91.88% | 81.4 | 52.38% | +13.92% | +7.08% | -6.43% | -2.35% | 10:48 | 00:15 | 07:32 | 10:52 | 13:17 | 30:25 | 05:45 | 04:15 |
 | Boots of Speed | 160 | 100.00% | 79.1 | 51.25% | +51.25% | +6.25% | -3.75% | -3.03% | 07:00 | -01:29 | 05:18 | 06:55 | 08:36 | 14:09 | 03:18 | 02:26 |
 | Tranquil Boots | 145 | 90.63% | 76.7 | 51.72% | +5.05% | +3.84% | -4.50% | -1.85% | 12:54 | 04:50 | 09:15 | 11:36 | 13:45 | 48:40 | 04:30 | 03:20 |
 | Magic Stick | 155 | 96.88% | 74.4 | 50.32% | -29.68% | -14.42% | -4.17% | 1.80% | 04:26 | -01:29 | 01:21 | 03:17 | 07:02 | 29:46 | 05:41 | 04:12 |
 | Fluffy Hat | 121 | 75.63% | 72.1 | 51.24% | -0.04% | +5.43% | +5.43% | 0.00% | 15:24 | 02:04 | 11:21 | 13:55 | 17:36 | 36:28 | 06:15 | 04:37 |
 | Black King Bar | 18 | 11.25% | 69.8 | 61.11% | +11.11% | -1.11% | -11.11% | -1.24% | 38:41 | 28:21 | 33:56 | 36:52 | 41:59 | 60:20 | 08:03 | 05:57 |
 | Ring of Health | 6 | 3.75% | 67.4 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 37:31 | 24:20 | 30:38 | 36:33 | 44:17 | 45:44 | 13:39 | 10:06 |
 | Crown | 13 | 8.13% | 65.1 | 61.54% | +11.20% | -28.21% | +38.46% | 5.64% | 27:22 | 16:34 | 19:43 | 25:15 | 31:32 | 44:06 | 11:49 | 08:45 |
 | Ring of Protection | 21 | 13.13% | 62.8 | 52.38% | +1.30% | +27.62% | +7.62% | -2.27% | 18:02 | 08:17 | 11:50 | 16:26 | 20:39 | 43:24 | 08:49 | 06:31 |
 | Aeon Disk | 3 | 1.88% | 60.5 | 100.00% | +49.68% | 0.00% | 0.00% | 0.00% | 37:59 | 30:52 | 30:52 | 36:14 | 46:50 | 46:50 | 15:58 | 11:49 |
 | Wraith Band | 7 | 4.38% | 58.1 | 71.43% | +21.10% | -21.43% | +28.57% | 0.00% | 28:40 | 21:02 | 24:51 | 29:13 | 30:58 | 36:03 | 06:07 | 04:31 |
 | Ghost Scepter | 7 | 4.38% | 55.8 | 71.43% | +21.10% | -21.43% | +28.57% | 0.00% | 26:35 | 20:39 | 22:44 | 26:44 | 27:52 | 33:24 | 05:08 | 03:48 |
 | Pavise | 17 | 10.63% | 53.5 | 52.94% | +1.89% | +22.06% | -27.94% | -9.52% | 17:53 | 11:30 | 14:21 | 17:19 | 19:36 | 31:24 | 05:15 | 03:53 |
 | Ring of Basilius | 5 | 3.13% | 51.2 | 80.00% | +29.68% | -80.00% | +20.00% | 0.00% | 10:35 | 00:31 | 00:31 | 03:13 | 04:22 | 43:25 | 03:51 | 02:51 |
 | Lotus Orb | 5 | 3.13% | 48.8 | 80.00% | +29.68% | +20.00% | -80.00% | 0.00% | 44:32 | 39:15 | 39:15 | 45:13 | 46:01 | 47:26 | 06:46 | 05:00 |
 | Arcane Boots | 8 | 5.00% | 46.5 | 62.50% | +11.84% | -62.50% | +37.50% | 13.82% | 15:17 | 08:45 | 09:11 | 15:16 | 16:25 | 26:11 | 07:14 | 05:21 |
 | Solar Crest | 11 | 6.88% | 44.2 | 54.55% | +3.54% | -54.55% | +45.45% | 13.79% | 29:18 | 20:11 | 23:33 | 28:09 | 30:48 | 44:07 | 07:15 | 05:22 |
 | Medallion of Courage | 14 | 8.75% | 41.9 | 50.00% | -1.37% | -50.00% | +16.67% | 5.83% | 26:45 | 16:19 | 20:14 | 25:15 | 31:40 | 40:14 | 11:26 | 08:28 |
 | Blight Stone | 14 | 8.75% | 39.5 | 50.00% | -1.37% | -25.00% | +16.67% | 3.48% | 26:28 | 15:41 | 19:42 | 25:15 | 31:40 | 40:14 | 11:58 | 08:51 |
 | Chainmail | 15 | 9.38% | 37.2 | 46.67% | -5.05% | -21.67% | +28.33% | 4.21% | 25:57 | 15:25 | 19:37 | 25:15 | 31:30 | 40:14 | 11:53 | 08:48 |
 | Pipe of Insight | 2 | 1.25% | 34.9 | 100.00% | +49.37% | 0.00% | 0.00% | 0.00% | 31:14 | 27:16 | 27:16 | 35:12 | 35:12 | 35:12 | 07:56 | 05:52 |
 | Eul's Scepter of Divinity | 2 | 1.25% | 32.6 | 100.00% | +49.37% | 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 |
 | Bracer | 2 | 1.25% | 30.2 | 100.00% | +49.37% | 0.00% | 0.00% | 0.00% | 25:13 | 24:00 | 24:00 | 26:25 | 26:25 | 26:25 | 02:25 | 01:47 |
 | Headdress | 3 | 1.88% | 27.9 | 66.67% | +15.71% | +33.33% | 0.00% | 0.00% | 27:24 | 21:59 | 21:59 | 26:01 | 34:11 | 34:11 | 12:12 | 09:02 |
 | Buckler | 4 | 2.50% | 25.6 | 50.00% | -1.28% | -50.00% | +50.00% | 0.00% | 30:14 | 20:14 | 20:14 | 28:36 | 28:42 | 43:24 | 08:28 | 06:16 |
 | Veil of Discord | 1 | 0.63% | 23.3 | 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 |
 | Morbid Mask | 1 | 0.63% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:25 | 43:25 | 43:25 | 43:25 | 43:25 | 43:25 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.63% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:29 | 1:02:29 | 1:02:29 | 1:02:29 | 1:02:29 | 1:02:29 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.63% | 16.3 | 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 |
 | Vladmir's Offering | 1 | 0.63% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:25 | 43:25 | 43:25 | 43:25 | 43:25 | 43:25 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.63% | 11.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:52 | 54:52 | 54:52 | 54:52 | 54:52 | 54:52 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.63% | 9.3 | 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 |
 | Aghanim's Shard | 2 | 1.25% | 7.0 | 50.00% | -1.27% | +50.00% | 0.00% | 0.00% | 39:41 | 37:54 | 37:54 | 41:27 | 41:27 | 41:27 | 03:33 | 02:37 |
 | Mekansm | 1 | 0.63% | 4.7 | 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 |
 | Quelling Blade | 1 | 0.63% | 2.3 | 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 |