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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 | 39 | 10.16% | 100.0 | 79.49% | +27.32% | +0.51% | +0.51% | 0.00% | 31:37 | 22:45 | 26:34 | 30:53 | 35:07 | 55:58 | 08:33 | 06:20 |
 | Aether Lens | 265 | 69.01% | 96.8 | 61.51% | +21.17% | +3.64% | -5.45% | -1.67% | 24:42 | 15:33 | 21:25 | 23:43 | 26:52 | 46:36 | 05:27 | 04:02 |
 | Void Stone | 271 | 70.57% | 93.5 | 61.25% | +21.43% | +1.99% | -8.31% | -1.72% | 23:03 | 11:14 | 19:32 | 22:22 | 25:31 | 46:24 | 05:59 | 04:25 |
 | Fluffy Hat | 109 | 28.39% | 90.3 | 65.14% | +14.23% | -5.88% | +8.93% | 0.95% | 17:12 | -00:16 | 09:17 | 13:57 | 24:51 | 55:58 | 15:34 | 11:31 |
 | Tranquil Boots | 188 | 48.96% | 87.1 | 62.23% | +14.27% | +1.60% | +1.60% | 0.00% | 18:51 | 06:59 | 12:01 | 15:55 | 25:05 | 41:50 | 13:04 | 09:40 |
 | Blink Dagger | 31 | 8.07% | 83.9 | 74.19% | +20.93% | +0.81% | -11.69% | -1.42% | 33:08 | 20:12 | 27:55 | 31:54 | 36:44 | 53:44 | 08:49 | 06:31 |
 | Magic Wand | 205 | 53.39% | 80.6 | 59.02% | +8.74% | -2.16% | -11.96% | -2.22% | 11:52 | 01:36 | 09:06 | 11:00 | 13:31 | 31:39 | 04:25 | 03:16 |
 | Wind Lace | 242 | 63.02% | 77.4 | 57.85% | +7.85% | -5.39% | +13.82% | 2.61% | 11:28 | -01:29 | 06:37 | 10:16 | 13:59 | 41:50 | 07:22 | 05:27 |
 | Magic Stick | 354 | 92.19% | 74.2 | 55.37% | +5.37% | +0.81% | -5.37% | -0.96% | 03:38 | -01:29 | -00:22 | 02:28 | 06:48 | 22:34 | 07:10 | 05:18 |
 | Boots of Speed | 384 | 100.00% | 71.0 | 54.95% | +54.95% | +2.34% | -5.99% | -2.22% | 07:14 | -01:29 | 05:26 | 07:16 | 09:11 | 17:02 | 03:45 | 02:46 |
 | Arcane Boots | 239 | 62.24% | 67.7 | 56.49% | +4.08% | +1.84% | +6.84% | 1.00% | 15:24 | 08:21 | 12:38 | 15:02 | 17:38 | 36:43 | 05:00 | 03:42 |
 | Glimmer Cape | 72 | 18.75% | 64.5 | 59.72% | +5.87% | -15.28% | -4.16% | 0.97% | 32:53 | 17:22 | 26:52 | 31:36 | 38:18 | 57:34 | 11:26 | 08:28 |
 | Ghost Scepter | 34 | 8.85% | 61.3 | 61.76% | +7.47% | +4.91% | +0.74% | -0.33% | 32:11 | 13:01 | 25:38 | 30:47 | 38:12 | 51:54 | 12:34 | 09:18 |
 | Aghanim's Scepter | 21 | 5.47% | 58.1 | 66.67% | +12.40% | +13.33% | -26.67% | -5.03% | 41:53 | 26:32 | 36:36 | 40:41 | 44:33 | 1:04:15 | 07:57 | 05:53 |
 | Ring of Protection | 9 | 2.34% | 54.8 | 77.78% | +23.38% | +22.22% | -77.78% | 0.00% | 02:26 | -01:29 | -01:29 | -01:29 | -01:29 | 33:34 | 00:00 | 00:00 |
 | Aeon Disk | 6 | 1.56% | 51.6 | 83.33% | +28.83% | +16.67% | +16.67% | 0.00% | 48:12 | 38:27 | 43:22 | 46:29 | 53:58 | 57:00 | 10:36 | 07:51 |
 | Eul's Scepter of Divinity | 3 | 0.78% | 48.4 | 100.00% | +45.41% | 0.00% | 0.00% | 0.00% | 33:26 | 27:35 | 27:35 | 33:16 | 39:26 | 39:26 | 11:51 | 08:46 |
 | Quelling Blade | 15 | 3.91% | 45.2 | 53.33% | -1.68% | -3.33% | -3.33% | 0.00% | 11:02 | -01:29 | 07:12 | 12:13 | 14:03 | 22:05 | 06:51 | 05:04 |
 | Black King Bar | 10 | 2.60% | 41.9 | 50.00% | -5.08% | +16.67% | +50.00% | 0.00% | 40:54 | 27:52 | 36:49 | 39:49 | 47:03 | 51:14 | 10:14 | 07:34 |
 | Bottle | 2 | 0.52% | 38.7 | 100.00% | +45.29% | 0.00% | 0.00% | 0.00% | 20:11 | 16:06 | 16:06 | 24:16 | 24:16 | 24:16 | 08:10 | 06:02 |
 | Octarine Core | 1 | 0.26% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:01 | 1:07:01 | 1:07:01 | 1:07:01 | 1:07:01 | 1:07:01 | 00:00 | 00:00 |
 | Aghanim's Shard | 6 | 1.56% | 32.3 | 33.33% | -21.96% | -33.33% | +66.67% | 0.00% | 46:44 | 24:39 | 37:16 | 38:18 | 60:22 | 1:12:35 | 23:06 | 17:06 |
 | Drum of Endurance | 2 | 0.52% | 29.0 | 50.00% | -4.97% | -50.00% | 0.00% | 0.00% | 23:55 | 23:17 | 23:17 | 24:32 | 24:32 | 24:32 | 01:15 | 00:55 |
 | Shadow Blade | 2 | 0.52% | 25.8 | 50.00% | -4.97% | +50.00% | 0.00% | 0.00% | 1:07:23 | 1:01:40 | 1:01:40 | 1:13:05 | 1:13:05 | 1:13:05 | 11:25 | 08:27 |
 | Ring of Basilius | 2 | 0.52% | 22.6 | 50.00% | -4.97% | -50.00% | 0.00% | 0.00% | 07:33 | 01:35 | 01:35 | 13:30 | 13:30 | 13:30 | 11:55 | 08:49 |
 | Buckler | 2 | 0.52% | 19.4 | 50.00% | -4.97% | +50.00% | 0.00% | 0.00% | 23:18 | 13:02 | 13:02 | 33:34 | 33:34 | 33:34 | 20:32 | 15:12 |
 | Crown | 2 | 0.52% | 16.1 | 50.00% | -4.97% | +50.00% | 0.00% | 0.00% | 30:44 | 12:36 | 12:36 | 48:51 | 48:51 | 48:51 | 36:15 | 26:51 |
 | Medallion of Courage | 2 | 0.52% | 12.9 | 0.00% | -55.24% | 0.00% | 0.00% | 0.00% | 15:02 | 13:31 | 13:31 | 16:32 | 16:32 | 16:32 | 03:01 | 02:14 |
 | Solar Crest | 1 | 0.26% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:07 | 49:07 | 49:07 | 49:07 | 49:07 | 49:07 | 00:00 | 00:00 |
 | Blight Stone | 2 | 0.52% | 6.5 | 0.00% | -55.24% | 0.00% | 0.00% | 0.00% | 14:49 | 13:06 | 13:06 | 16:32 | 16:32 | 16:32 | 03:26 | 02:32 |
 | Chainmail | 2 | 0.52% | 3.2 | 0.00% | -55.24% | 0.00% | 0.00% | 0.00% | 14:22 | 12:11 | 12:11 | 16:32 | 16:32 | 16:32 | 04:21 | 03:13 |