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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 | 8 | 10.26% | 100.0 | 100.00% | +55.71% | 0.00% | 0.00% | 0.00% | 24:00 | 20:12 | 21:06 | 21:46 | 24:24 | 32:41 | 03:18 | 02:26 |
 | Glimmer Cape | 27 | 34.62% | 96.8 | 66.67% | +25.49% | -9.53% | -9.53% | 0.00% | 24:32 | 14:11 | 21:19 | 24:23 | 27:22 | 36:00 | 06:03 | 04:28 |
 | Magic Wand | 46 | 58.97% | 93.5 | 56.52% | +15.89% | +1.81% | +25.30% | 3.76% | 14:39 | 04:32 | 10:24 | 13:35 | 16:39 | 42:59 | 06:15 | 04:37 |
 | Tranquil Boots | 52 | 66.67% | 90.3 | 53.85% | +11.54% | +7.69% | -15.39% | -4.56% | 15:18 | 05:30 | 11:05 | 12:55 | 16:09 | 41:25 | 05:04 | 03:45 |
 | Ghost Scepter | 11 | 14.10% | 87.1 | 72.73% | +26.46% | +27.27% | -6.06% | -3.00% | 30:57 | 18:08 | 23:58 | 27:05 | 35:04 | 47:05 | 11:06 | 08:13 |
 | Boots of Speed | 78 | 100.00% | 83.9 | 50.00% | +50.00% | 0.00% | -7.89% | -2.64% | 07:44 | -01:29 | 06:14 | 07:29 | 09:13 | 15:17 | 02:59 | 02:12 |
 | Magic Stick | 74 | 94.87% | 80.6 | 50.00% | 0.00% | +18.42% | +11.11% | -0.79% | 04:47 | -01:29 | 00:31 | 03:27 | 09:45 | 17:05 | 09:14 | 06:50 |
 | Wind Lace | 58 | 74.36% | 77.4 | 51.72% | +6.72% | -11.72% | -23.15% | -2.67% | 12:33 | 02:42 | 09:13 | 10:56 | 13:30 | 41:25 | 04:17 | 03:10 |
 | Aghanim's Shard | 22 | 28.21% | 74.2 | 59.09% | +12.66% | -42.42% | +20.91% | 11.05% | 24:36 | 20:00 | 20:13 | 21:47 | 25:57 | 45:18 | 05:44 | 04:14 |
 | Aghanim's Scepter | 15 | 19.23% | 71.0 | 60.00% | +12.38% | +15.00% | -10.00% | -3.70% | 34:55 | 25:00 | 31:25 | 34:48 | 38:10 | 42:56 | 06:45 | 05:00 |
 | Fluffy Hat | 19 | 24.36% | 67.7 | 52.63% | +3.48% | -52.63% | +7.37% | 5.69% | 19:16 | 07:17 | 13:01 | 20:12 | 23:34 | 32:25 | 10:33 | 07:48 |
 | Arcane Boots | 17 | 21.79% | 64.5 | 47.06% | -3.76% | -47.06% | +52.94% | 21.82% | 17:39 | 11:56 | 13:41 | 15:52 | 18:16 | 46:53 | 04:35 | 03:23 |
 | Ring of Basilius | 17 | 21.79% | 61.3 | 47.06% | -3.76% | +27.94% | +27.94% | 0.00% | 10:50 | -01:29 | 05:39 | 11:39 | 16:35 | 17:51 | 10:56 | 08:05 |
 | Blink Dagger | 11 | 14.10% | 58.1 | 45.45% | -5.30% | -12.12% | +21.22% | 2.80% | 35:05 | 18:45 | 25:08 | 33:05 | 37:03 | 1:09:56 | 11:55 | 08:49 |
 | Aeon Disk | 3 | 3.85% | 54.8 | 66.67% | +17.34% | +33.33% | 0.00% | 0.00% | 50:58 | 39:10 | 39:10 | 53:42 | 60:02 | 60:02 | 20:52 | 15:27 |
 | Ring of Health | 3 | 3.85% | 51.6 | 66.67% | +17.34% | +33.33% | 0.00% | 0.00% | 54:27 | 49:19 | 49:19 | 49:24 | 1:04:39 | 1:04:39 | 15:20 | 11:21 |
 | Veil of Discord | 4 | 5.13% | 48.4 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 18:25 | 11:55 | 11:55 | 13:40 | 21:55 | 26:08 | 10:00 | 07:24 |
 | Refresher Orb | 1 | 1.28% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:40 | 1:04:40 | 1:04:40 | 1:04:40 | 1:04:40 | 1:04:40 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.28% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 00:00 | 00:00 |
 | Void Stone | 10 | 12.82% | 38.7 | 30.00% | -22.94% | -30.00% | +20.00% | 1.79% | 32:29 | 17:19 | 21:23 | 23:05 | 49:20 | 1:04:40 | 27:57 | 20:42 |
 | Crown | 5 | 6.41% | 35.5 | 40.00% | -10.68% | -40.00% | -40.00% | 0.00% | 16:10 | 09:06 | 09:06 | 19:23 | 19:46 | 20:39 | 10:40 | 07:54 |
 | Quelling Blade | 2 | 2.56% | 32.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 09:22 | 06:51 | 06:51 | 11:53 | 11:53 | 11:53 | 05:02 | 03:43 |
 | Null Talisman | 3 | 3.85% | 29.0 | 33.33% | -17.34% | +66.67% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Medallion of Courage | 3 | 3.85% | 25.8 | 33.33% | -17.34% | +66.67% | 0.00% | 0.00% | 19:41 | 17:36 | 17:36 | 17:41 | 23:46 | 23:46 | 06:10 | 04:34 |
 | Chainmail | 3 | 3.85% | 22.6 | 33.33% | -17.34% | -33.33% | 0.00% | 0.00% | 19:31 | 17:11 | 17:11 | 17:36 | 23:46 | 23:46 | 06:35 | 04:52 |
 | Blight Stone | 3 | 3.85% | 22.6 | 33.33% | -17.34% | -33.33% | 0.00% | 0.00% | 19:31 | 17:11 | 17:11 | 17:36 | 23:46 | 23:46 | 06:35 | 04:52 |
 | Aether Lens | 4 | 5.13% | 16.1 | 25.00% | -26.35% | -25.00% | +75.00% | 0.00% | 23:06 | 19:40 | 19:40 | 21:26 | 23:06 | 28:12 | 03:26 | 02:32 |
 | Eul's Scepter of Divinity | 3 | 3.85% | 12.9 | 0.00% | -52.00% | 0.00% | 0.00% | 0.00% | 26:52 | 24:46 | 24:46 | 25:31 | 30:19 | 30:19 | 05:33 | 04:06 |
 | Ring of Protection | 1 | 1.28% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.28% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.28% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 00:00 | 00:00 |