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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 | 28 | 23.53% | 100.0 | 71.43% | +27.47% | +14.28% | +28.57% | 1.21% | 27:38 | 17:39 | 20:54 | 22:59 | 32:43 | 48:15 | 11:49 | 08:45 |
 | Void Stone | 36 | 30.25% | 96.9 | 66.67% | +23.30% | +11.11% | 0.00% | -1.99% | 16:39 | 10:18 | 13:30 | 16:16 | 19:05 | 26:12 | 05:35 | 04:08 |
 | Pavise | 32 | 26.89% | 93.8 | 65.63% | +20.80% | -3.13% | -15.63% | -2.34% | 17:00 | 12:12 | 13:49 | 17:31 | 19:10 | 21:58 | 05:21 | 03:57 |
 | Aghanim's Scepter | 38 | 31.93% | 90.6 | 63.16% | +18.72% | +6.84% | +3.51% | -0.48% | 38:06 | 29:07 | 34:00 | 38:21 | 40:56 | 58:39 | 06:56 | 05:08 |
 | Glimmer Cape | 42 | 35.29% | 87.5 | 61.90% | +17.74% | -7.35% | +8.10% | 1.96% | 27:12 | 16:29 | 22:11 | 25:52 | 30:04 | 50:05 | 07:53 | 05:50 |
 | Tranquil Boots | 59 | 49.58% | 84.4 | 57.63% | +14.30% | -17.63% | +15.70% | 5.62% | 14:36 | 07:33 | 10:17 | 12:11 | 16:13 | 34:31 | 05:56 | 04:23 |
 | Fluffy Hat | 65 | 54.62% | 81.3 | 56.92% | +14.33% | -6.92% | -25.67% | -2.78% | 15:11 | 01:29 | 10:00 | 13:01 | 16:44 | 45:10 | 06:44 | 04:59 |
 | Ring of Protection | 34 | 28.57% | 78.1 | 61.76% | +15.88% | +4.91% | -36.76% | -6.31% | 13:14 | -01:26 | 10:19 | 13:05 | 16:55 | 21:35 | 06:36 | 04:53 |
 | Magic Wand | 107 | 89.92% | 75.0 | 52.34% | +19.01% | +6.92% | -11.60% | -2.85% | 09:08 | 00:58 | 05:18 | 09:13 | 11:48 | 22:32 | 06:30 | 04:48 |
 | Boots of Speed | 119 | 100.00% | 71.9 | 50.42% | +50.42% | +6.25% | -7.09% | -4.47% | 07:09 | -01:29 | 05:40 | 07:07 | 08:39 | 13:38 | 02:59 | 02:12 |
 | Magic Stick | 116 | 97.48% | 68.8 | 50.00% | -16.67% | +5.17% | -8.62% | -2.89% | 02:51 | -01:30 | -01:29 | 02:06 | 06:15 | 13:58 | 07:44 | 05:43 |
 | Arcane Boots | 28 | 23.53% | 65.6 | 60.71% | +13.46% | -3.57% | +25.00% | 7.17% | 14:53 | 08:59 | 11:17 | 13:01 | 15:16 | 31:26 | 03:59 | 02:57 |
 | Wind Lace | 77 | 64.71% | 62.5 | 51.95% | +4.33% | -15.11% | +11.21% | 4.27% | 10:03 | 01:39 | 06:08 | 09:23 | 12:18 | 25:51 | 06:10 | 04:34 |
 | Boots of Bearing | 9 | 7.56% | 59.4 | 77.78% | +29.60% | -27.78% | +22.22% | 0.00% | 32:29 | 26:46 | 27:00 | 31:37 | 37:44 | 39:40 | 10:44 | 07:57 |
 | Blight Stone | 13 | 10.92% | 56.3 | 69.23% | +21.12% | +30.77% | -2.56% | 0.00% | 20:10 | 13:41 | 14:11 | 17:24 | 22:46 | 32:40 | 08:35 | 06:21 |
 | Solar Crest | 13 | 10.92% | 53.1 | 69.23% | +21.12% | +30.77% | -35.90% | 0.00% | 26:12 | 18:47 | 20:41 | 23:49 | 29:07 | 38:05 | 08:26 | 06:14 |
 | Chainmail | 13 | 10.92% | 50.0 | 69.23% | +21.12% | +30.77% | -2.56% | 0.00% | 19:39 | 11:45 | 15:06 | 17:24 | 22:19 | 32:40 | 07:13 | 05:20 |
 | Medallion of Courage | 13 | 10.92% | 46.9 | 69.23% | +21.12% | +30.77% | -2.56% | 0.00% | 20:24 | 13:41 | 15:45 | 17:32 | 23:08 | 32:40 | 07:23 | 05:28 |
 | Blink Dagger | 26 | 21.85% | 43.8 | 57.69% | +9.30% | -29.12% | +8.98% | 2.11% | 32:10 | 15:05 | 23:05 | 30:34 | 41:10 | 52:27 | 18:05 | 13:23 |
 | Drum of Endurance | 24 | 20.17% | 40.6 | 58.33% | +9.91% | -25.00% | +41.67% | 8.30% | 21:23 | 12:10 | 15:25 | 18:47 | 23:27 | 41:22 | 08:02 | 05:57 |
 | Crown | 14 | 11.76% | 37.5 | 64.29% | +15.72% | +10.71% | -30.96% | -3.96% | 23:03 | 13:45 | 17:59 | 20:42 | 28:31 | 37:36 | 10:32 | 07:48 |
 | Ghost Scepter | 10 | 8.40% | 34.4 | 50.00% | -0.46% | -16.67% | 0.00% | 0.00% | 29:56 | 18:30 | 24:04 | 27:36 | 35:19 | 42:50 | 11:15 | 08:20 |
 | Lotus Orb | 1 | 0.84% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.84% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.84% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:32 | 19:32 | 19:32 | 19:32 | 19:32 | 19:32 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.84% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:51 | 11:51 | 11:51 | 11:51 | 11:51 | 11:51 | 00:00 | 00:00 |
 | Bracer | 1 | 0.84% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:32 | 19:32 | 19:32 | 19:32 | 19:32 | 19:32 | 00:00 | 00:00 |
 | Ring of Health | 1 | 0.84% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 0.84% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 1.68% | 9.4 | 50.00% | -0.43% | -50.00% | 0.00% | 0.00% | 41:23 | 24:55 | 24:55 | 57:50 | 57:50 | 57:50 | 32:55 | 24:22 |
 | Veil of Discord | 1 | 0.84% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:35 | 15:35 | 15:35 | 15:35 | 15:35 | 15:35 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.84% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:08 | 12:08 | 12:08 | 12:08 | 12:08 | 12:08 | 00:00 | 00:00 |