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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 | |
 | Arcane Boots | 23 | 33.33% | 100.0 | 78.26% | +28.26% | +5.07% | +21.74% | 4.10% | 15:50 | 10:35 | 13:25 | 15:02 | 17:29 | 22:47 | 04:04 | 03:00 |
 | Ring of Basilius | 9 | 13.04% | 97.8 | 88.89% | +33.89% | -38.89% | +11.11% | 7.87% | 12:33 | -01:29 | 03:09 | 07:15 | 09:30 | 40:05 | 06:21 | 04:42 |
 | Void Stone | 9 | 13.04% | 95.7 | 88.89% | +33.89% | +11.11% | +11.11% | 0.00% | 33:22 | 15:29 | 23:54 | 31:00 | 37:44 | 57:26 | 13:50 | 10:14 |
 | Boots of Speed | 69 | 100.00% | 93.5 | 59.42% | +59.42% | +22.93% | -0.60% | -6.39% | 08:10 | 02:17 | 06:20 | 08:25 | 10:01 | 15:56 | 03:41 | 02:43 |
 | Fluffy Hat | 47 | 68.12% | 91.3 | 61.70% | +7.15% | +13.30% | -3.37% | -2.37% | 16:37 | 05:03 | 12:58 | 16:12 | 20:00 | 37:01 | 07:02 | 05:12 |
 | Magic Stick | 68 | 98.55% | 89.1 | 58.82% | -41.18% | -23.53% | +11.77% | 6.27% | 03:20 | -01:29 | -01:29 | 01:45 | 07:07 | 19:38 | 08:36 | 06:22 |
 | Holy Locket | 28 | 40.58% | 87.0 | 64.29% | +8.19% | +7.14% | -7.15% | -3.05% | 23:23 | 17:04 | 20:30 | 22:13 | 25:11 | 34:14 | 04:41 | 03:28 |
 | Wind Lace | 56 | 81.16% | 84.8 | 57.14% | -12.09% | 0.00% | +28.57% | 3.45% | 13:17 | 01:37 | 07:08 | 09:38 | 15:25 | 39:29 | 08:17 | 06:08 |
 | Aghanim's Shard | 7 | 10.14% | 82.6 | 85.71% | +29.26% | -35.71% | +14.29% | 6.59% | 33:09 | 24:07 | 26:11 | 31:24 | 33:46 | 49:21 | 07:35 | 05:37 |
 | Medallion of Courage | 18 | 26.09% | 80.4 | 66.67% | +9.81% | -6.67% | +33.33% | 5.59% | 21:33 | 12:47 | 18:08 | 19:46 | 25:17 | 33:59 | 07:09 | 05:17 |
 | Magic Wand | 57 | 82.61% | 78.3 | 54.39% | -28.94% | -11.53% | +9.90% | 3.41% | 14:06 | 01:15 | 10:00 | 13:04 | 16:17 | 30:16 | 06:17 | 04:39 |
 | Ring of Health | 4 | 5.80% | 76.1 | 100.00% | +43.08% | 0.00% | 0.00% | 0.00% | 41:34 | 30:39 | 30:39 | 36:48 | 41:21 | 57:26 | 10:42 | 07:55 |
 | Ring of Protection | 11 | 15.94% | 73.9 | 72.73% | +15.83% | +27.27% | -6.06% | 0.00% | 05:02 | -01:29 | -01:29 | -01:29 | -01:29 | 40:04 | 00:00 | 00:00 |
 | Tranquil Boots | 48 | 69.57% | 71.7 | 54.17% | -17.26% | +4.16% | +20.83% | 2.42% | 16:07 | 08:08 | 11:10 | 12:53 | 18:03 | 35:15 | 06:53 | 05:05 |
 | Headdress | 31 | 44.93% | 69.6 | 58.06% | -2.47% | +29.44% | -20.56% | -6.79% | 20:04 | 04:14 | 15:52 | 18:47 | 23:14 | 36:04 | 07:22 | 05:27 |
 | Blight Stone | 19 | 27.54% | 67.4 | 63.16% | +5.16% | -23.16% | +36.84% | 9.40% | 20:22 | 04:41 | 15:20 | 19:46 | 21:43 | 33:59 | 06:23 | 04:43 |
 | Chainmail | 22 | 31.88% | 65.2 | 59.09% | -0.48% | -9.09% | +40.91% | 6.76% | 18:40 | 05:29 | 14:19 | 18:53 | 21:43 | 33:59 | 07:24 | 05:28 |
 | Force Staff | 14 | 20.29% | 63.0 | 64.29% | +6.11% | +35.71% | +2.38% | -3.67% | 30:47 | 24:40 | 26:34 | 28:51 | 35:39 | 38:28 | 09:05 | 06:43 |
 | Crown | 12 | 17.39% | 60.9 | 66.67% | +8.78% | -33.34% | +33.33% | 7.23% | 27:19 | 19:27 | 22:52 | 25:37 | 32:05 | 39:29 | 09:13 | 06:49 |
 | Orb of Venom | 17 | 24.64% | 58.7 | 58.82% | -0.80% | +16.18% | -8.82% | 0.00% | -01:02 | -01:30 | -01:29 | -01:29 | -01:29 | 03:29 | 00:00 | 00:00 |
 | Lotus Orb | 3 | 4.35% | 56.5 | 100.00% | +42.42% | 0.00% | 0.00% | 0.00% | 41:56 | 31:00 | 31:00 | 37:09 | 57:38 | 57:38 | 26:38 | 19:43 |
 | Aghanim's Scepter | 3 | 4.35% | 54.3 | 100.00% | +42.42% | 0.00% | 0.00% | 0.00% | 41:07 | 32:54 | 32:54 | 43:03 | 47:24 | 47:24 | 14:30 | 10:44 |
 | Vladmir's Offering | 3 | 4.35% | 52.2 | 100.00% | +42.42% | 0.00% | 0.00% | 0.00% | 41:43 | 39:46 | 39:46 | 40:05 | 45:17 | 45:17 | 05:31 | 04:05 |
 | Morbid Mask | 3 | 4.35% | 50.0 | 100.00% | +42.42% | 0.00% | 0.00% | 0.00% | 41:18 | 39:26 | 39:26 | 40:05 | 44:23 | 44:23 | 04:57 | 03:40 |
 | Aether Lens | 5 | 7.25% | 47.8 | 80.00% | +22.19% | +20.00% | -80.00% | 0.00% | 27:47 | 19:31 | 19:31 | 27:19 | 29:17 | 37:45 | 09:46 | 07:14 |
 | Glimmer Cape | 6 | 8.70% | 45.7 | 66.67% | +7.94% | -16.67% | +33.33% | 5.14% | 29:18 | 20:36 | 23:13 | 28:14 | 32:57 | 38:39 | 09:44 | 07:12 |
 | Blink Dagger | 2 | 2.90% | 43.5 | 100.00% | +41.79% | 0.00% | 0.00% | 0.00% | 29:34 | 24:52 | 24:52 | 34:16 | 34:16 | 34:16 | 09:24 | 06:57 |
 | Solar Crest | 8 | 11.59% | 41.3 | 50.00% | -10.66% | +50.00% | 0.00% | -17.54% | 27:25 | 23:40 | 24:57 | 27:12 | 27:48 | 33:06 | 02:51 | 02:06 |
 | Quelling Blade | 5 | 7.25% | 39.1 | 60.00% | +0.62% | -60.00% | +40.00% | 0.00% | 03:37 | -01:29 | -01:29 | -01:26 | 09:38 | 12:49 | 11:07 | 08:14 |
 | Buckler | 5 | 7.25% | 37.0 | 60.00% | +0.62% | -60.00% | +40.00% | 0.00% | 26:46 | 13:40 | 13:40 | 26:45 | 29:00 | 40:05 | 15:20 | 11:21 |
 | Ghost Scepter | 6 | 8.70% | 34.8 | 50.00% | -10.32% | 0.00% | -50.00% | -3.02% | 33:53 | 20:13 | 25:21 | 33:09 | 41:56 | 43:24 | 16:35 | 12:17 |
 | Phase Boots | 3 | 4.35% | 32.6 | 66.67% | +7.58% | +33.33% | 0.00% | 0.00% | 09:06 | 06:07 | 06:07 | 08:23 | 12:47 | 12:47 | 06:40 | 04:56 |
 | Manta Style | 1 | 1.45% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:45 | 19:45 | 19:45 | 19:45 | 19:45 | 19:45 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.45% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.45% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.45% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 00:00 | 00:00 |
 | Yasha | 1 | 1.45% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 1.45% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:38 | 05:38 | 05:38 | 05:38 | 05:38 | 05:38 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.45% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.45% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 1.45% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:56 | 19:56 | 19:56 | 19:56 | 19:56 | 19:56 | 00:00 | 00:00 |
 | Bracer | 1 | 1.45% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:46 | 18:46 | 18:46 | 18:46 | 18:46 | 18:46 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.45% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 00:00 | 00:00 |
 | Sange | 1 | 1.45% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.45% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:02 | 24:02 | 24:02 | 24:02 | 24:02 | 24:02 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.45% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:41 | 27:41 | 27:41 | 27:41 | 27:41 | 27:41 | 00:00 | 00:00 |