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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 | 17 | 27.42% | 100.0 | 76.47% | +23.14% | +23.53% | -1.47% | -2.38% | 28:05 | 19:38 | 22:47 | 26:02 | 33:18 | 37:01 | 10:31 | 07:47 |
 | Veil of Discord | 8 | 12.90% | 97.8 | 87.50% | +31.94% | +12.50% | -37.50% | 0.00% | 15:25 | 11:42 | 14:27 | 15:34 | 15:55 | 18:38 | 01:28 | 01:05 |
 | Magic Wand | 53 | 85.48% | 95.6 | 62.26% | +17.82% | +14.66% | +14.66% | 0.00% | 09:32 | 01:01 | 05:38 | 08:15 | 11:35 | 29:54 | 05:57 | 04:24 |
 | Void Stone | 18 | 29.03% | 93.3 | 72.22% | +17.67% | +27.78% | -22.22% | -3.53% | 28:48 | 15:18 | 20:26 | 24:58 | 34:36 | 52:18 | 14:10 | 10:29 |
 | Aghanim's Shard | 18 | 29.03% | 91.1 | 72.22% | +17.67% | +7.78% | -22.22% | -3.96% | 20:47 | 15:10 | 16:40 | 18:49 | 24:14 | 29:10 | 07:34 | 05:36 |
 | Magic Stick | 60 | 96.77% | 88.9 | 60.00% | +10.00% | -6.67% | 0.00% | 1.74% | 03:40 | -01:30 | -01:29 | 02:12 | 05:19 | 21:18 | 06:48 | 05:02 |
 | Boots of Speed | 62 | 100.00% | 86.7 | 59.68% | +59.68% | +2.82% | -13.01% | -5.52% | 07:16 | -00:22 | 06:09 | 06:53 | 09:01 | 12:22 | 02:52 | 02:07 |
 | Fluffy Hat | 20 | 32.26% | 84.4 | 70.00% | +15.24% | -10.00% | +10.00% | 1.65% | 24:58 | 09:26 | 18:05 | 24:50 | 30:12 | 36:40 | 12:07 | 08:58 |
 | Drum of Endurance | 20 | 32.26% | 82.2 | 70.00% | +15.24% | +10.00% | -30.00% | -4.38% | 24:37 | 13:08 | 18:48 | 22:23 | 27:56 | 36:28 | 09:08 | 06:45 |
 | Tranquil Boots | 10 | 16.13% | 80.0 | 80.00% | +24.23% | +20.00% | -30.00% | -5.13% | 25:57 | 12:26 | 21:39 | 24:59 | 31:24 | 32:42 | 09:45 | 07:13 |
 | Aether Lens | 10 | 16.13% | 77.8 | 80.00% | +24.23% | +20.00% | -30.00% | -8.04% | 23:24 | 16:01 | 18:55 | 20:36 | 25:08 | 35:29 | 06:13 | 04:36 |
 | Arcane Boots | 26 | 41.94% | 75.6 | 65.38% | +9.82% | -22.52% | +1.29% | 5.93% | 14:25 | 09:16 | 11:38 | 12:46 | 15:39 | 26:31 | 04:01 | 02:58 |
 | Crown | 34 | 54.84% | 73.3 | 61.76% | +4.62% | +27.13% | -11.76% | -6.65% | 17:37 | 09:07 | 13:21 | 16:49 | 19:12 | 29:31 | 05:51 | 04:20 |
 | Ring of Basilius | 12 | 19.35% | 71.1 | 75.00% | +19.00% | -41.67% | +25.00% | 12.46% | 13:54 | 06:19 | 07:09 | 11:20 | 12:30 | 35:41 | 05:21 | 03:57 |
 | Quelling Blade | 7 | 11.29% | 68.9 | 85.71% | +29.35% | +14.29% | +14.29% | 0.00% | 05:51 | -01:29 | 00:09 | 03:19 | 04:23 | 26:34 | 04:14 | 03:08 |
 | Wind Lace | 43 | 69.35% | 66.7 | 55.81% | -12.61% | -1.26% | -1.26% | 0.00% | 14:45 | -01:28 | 08:48 | 13:48 | 18:37 | 32:47 | 09:49 | 07:16 |
 | Headdress | 11 | 17.74% | 64.4 | 72.73% | +15.87% | -6.06% | +27.27% | 3.33% | 18:35 | -01:29 | 14:34 | 21:25 | 24:34 | 31:18 | 10:00 | 07:24 |
 | Chainmail | 33 | 53.23% | 62.2 | 54.55% | -10.97% | -4.55% | +20.45% | 2.52% | 16:30 | 07:49 | 11:05 | 14:37 | 21:01 | 31:18 | 09:56 | 07:21 |
 | Boots of Bearing | 8 | 12.90% | 60.0 | 75.00% | +17.59% | +25.00% | -25.00% | 0.00% | 33:22 | 25:06 | 25:43 | 32:34 | 36:44 | 45:45 | 11:01 | 08:09 |
 | Medallion of Courage | 26 | 41.94% | 57.8 | 53.85% | -10.04% | -10.99% | +12.82% | 3.49% | 15:46 | 08:29 | 11:30 | 14:13 | 18:19 | 30:28 | 06:49 | 05:02 |
 | Blight Stone | 26 | 41.94% | 55.6 | 53.85% | -10.04% | +3.29% | +12.82% | 1.37% | 14:51 | 02:01 | 11:02 | 13:04 | 17:59 | 29:09 | 06:57 | 05:08 |
 | Solar Crest | 26 | 41.94% | 53.3 | 53.85% | -10.04% | +3.29% | +12.82% | 1.43% | 20:53 | 13:26 | 17:43 | 18:59 | 24:24 | 33:31 | 06:41 | 04:57 |
 | Glimmer Cape | 17 | 27.42% | 51.1 | 58.82% | -1.18% | +16.18% | +16.18% | 0.00% | 27:16 | 14:56 | 19:06 | 26:06 | 30:33 | 47:03 | 11:27 | 08:28 |
 | Buckler | 7 | 11.29% | 48.9 | 71.43% | +13.25% | -21.43% | +28.57% | 0.00% | 29:32 | 19:13 | 25:04 | 32:19 | 33:29 | 35:41 | 08:25 | 06:14 |
 | Ring of Protection | 7 | 11.29% | 46.7 | 71.43% | +13.25% | -21.43% | +28.57% | 0.00% | 29:32 | 19:13 | 25:04 | 32:19 | 33:28 | 35:41 | 08:24 | 06:13 |
 | Wraith Band | 8 | 12.90% | 44.4 | 62.50% | +3.24% | +37.50% | -12.50% | 0.00% | 22:26 | 19:55 | 19:56 | 21:49 | 24:30 | 25:00 | 04:34 | 03:22 |
 | Ring of Health | 6 | 9.68% | 42.2 | 66.67% | +7.74% | +33.33% | +33.33% | 0.00% | 30:52 | 21:19 | 23:19 | 30:09 | 32:12 | 47:23 | 08:53 | 06:34 |
 | Aghanim's Scepter | 6 | 9.68% | 40.0 | 66.67% | +7.74% | +33.33% | -66.67% | 0.00% | 39:04 | 33:08 | 33:28 | 35:48 | 42:54 | 51:27 | 09:26 | 06:59 |
 | Aeon Disk | 2 | 3.23% | 37.8 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 54:24 | 48:32 | 48:32 | 60:16 | 60:16 | 60:16 | 11:44 | 08:41 |
 | Morbid Mask | 2 | 3.23% | 35.6 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 34:00 | 32:19 | 32:19 | 35:41 | 35:41 | 35:41 | 03:22 | 02:29 |
 | Vladmir's Offering | 2 | 3.23% | 33.3 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 34:01 | 32:20 | 32:20 | 35:41 | 35:41 | 35:41 | 03:21 | 02:28 |
 | Octarine Core | 2 | 3.23% | 31.1 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 30:41 | 30:20 | 30:20 | 31:01 | 31:01 | 31:01 | 00:41 | 00:30 |
 | Mekansm | 7 | 11.29% | 28.9 | 57.14% | -2.86% | -7.14% | -7.14% | 0.00% | 23:30 | 18:13 | 18:38 | 21:25 | 26:27 | 31:19 | 07:49 | 05:47 |
 | Guardian Greaves | 5 | 8.06% | 26.7 | 60.00% | +0.35% | +40.00% | -60.00% | 0.00% | 35:00 | 26:31 | 26:31 | 35:27 | 37:50 | 40:36 | 11:19 | 08:22 |
 | Null Talisman | 3 | 4.84% | 24.4 | 66.67% | +7.35% | -66.67% | 0.00% | 0.00% | 04:46 | 03:18 | 03:18 | 05:22 | 05:38 | 05:38 | 02:20 | 01:43 |
 | Pipe of Insight | 1 | 1.61% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.61% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:46 | 38:46 | 38:46 | 38:46 | 38:46 | 38:46 | 00:00 | 00:00 |
 | Sange | 1 | 1.61% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 00:00 | 00:00 |
 | Holy Locket | 1 | 1.61% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:59 | 25:59 | 25:59 | 25:59 | 25:59 | 25:59 | 00:00 | 00:00 |
 | Lotus Orb | 2 | 3.23% | 13.3 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 30:39 | 30:17 | 30:17 | 31:00 | 31:00 | 31:00 | 00:43 | 00:31 |
 | Scythe of Vyse | 2 | 3.23% | 11.1 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 47:29 | 42:39 | 42:39 | 52:18 | 52:18 | 52:18 | 09:39 | 07:08 |
 | Refresher Orb | 3 | 4.84% | 8.9 | 33.33% | -27.69% | -33.33% | 0.00% | 0.00% | 48:08 | 37:57 | 37:57 | 47:23 | 59:03 | 59:03 | 21:06 | 15:37 |
 | Ghost Scepter | 3 | 4.84% | 6.7 | 33.33% | -27.69% | +66.67% | 0.00% | 0.00% | 32:37 | 23:53 | 23:53 | 32:26 | 41:32 | 41:32 | 17:39 | 13:04 |
 | Hand of Midas | 5 | 8.06% | 4.4 | 0.00% | -64.91% | 0.00% | 0.00% | 0.00% | 31:01 | 20:34 | 20:34 | 29:11 | 34:49 | 41:38 | 14:15 | 10:33 |
 | Cornucopia | 1 | 1.61% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:20 | 58:20 | 58:20 | 58:20 | 58:20 | 58:20 | 00:00 | 00:00 |