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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 | 63 | 64.95% | 100.0 | 63.49% | +31.14% | +5.26% | -7.24% | -2.98% | 16:10 | 06:35 | 12:39 | 14:27 | 16:51 | 41:22 | 04:12 | 03:06 |
 | Void Stone | 24 | 24.74% | 97.0 | 70.83% | +24.25% | +12.50% | -20.83% | -3.19% | 33:51 | 13:07 | 28:03 | 33:01 | 38:30 | 53:37 | 10:27 | 07:44 |
 | Glimmer Cape | 24 | 24.74% | 93.9 | 70.83% | +24.25% | -4.16% | -20.83% | -2.20% | 29:09 | 13:39 | 24:32 | 27:27 | 32:06 | 47:43 | 07:34 | 05:36 |
 | Ghost Scepter | 8 | 8.25% | 90.9 | 87.50% | +38.06% | -37.50% | +12.50% | 0.00% | 32:10 | 17:22 | 24:22 | 33:21 | 38:37 | 40:09 | 14:15 | 10:33 |
 | Force Staff | 39 | 40.21% | 87.9 | 61.54% | +14.99% | -1.54% | -21.54% | -2.51% | 29:19 | 16:52 | 24:14 | 28:43 | 32:12 | 52:45 | 07:58 | 05:54 |
 | Fluffy Hat | 69 | 71.13% | 84.8 | 56.52% | +13.66% | -9.46% | +14.07% | 2.04% | 16:04 | -01:29 | 10:22 | 14:34 | 21:53 | 34:17 | 11:31 | 08:31 |
 | Magic Wand | 87 | 89.69% | 81.8 | 54.02% | +14.02% | +0.53% | -4.02% | -0.99% | 08:45 | 01:21 | 06:03 | 08:28 | 10:38 | 27:25 | 04:35 | 03:23 |
 | Aether Lens | 21 | 21.65% | 78.8 | 66.67% | +17.99% | +13.33% | -26.67% | -2.88% | 34:41 | 13:11 | 27:21 | 34:45 | 41:13 | 53:37 | 13:52 | 10:16 |
 | Aghanim's Shard | 77 | 79.38% | 75.8 | 54.55% | +9.55% | +3.34% | +3.34% | 0.00% | 22:49 | 15:00 | 18:39 | 21:50 | 26:32 | 40:05 | 07:53 | 05:50 |
 | Boots of Speed | 97 | 100.00% | 72.7 | 52.58% | +52.58% | +1.59% | +1.59% | 0.00% | 06:08 | -01:29 | 04:34 | 06:26 | 08:12 | 12:14 | 03:38 | 02:41 |
 | Magic Stick | 95 | 97.94% | 69.7 | 52.63% | +2.63% | -2.63% | -15.13% | -2.52% | 03:12 | -01:29 | -01:29 | 02:28 | 06:27 | 26:55 | 07:56 | 05:52 |
 | Headdress | 14 | 14.43% | 66.7 | 71.43% | +22.03% | +3.57% | -4.76% | -0.31% | 13:46 | -01:29 | 00:13 | 12:50 | 27:26 | 37:37 | 27:13 | 20:09 |
 | Tranquil Boots | 16 | 16.49% | 63.6 | 68.75% | +19.37% | -43.75% | +6.25% | 3.10% | 20:18 | 04:54 | 10:38 | 19:41 | 26:47 | 41:45 | 16:09 | 11:57 |
 | Wind Lace | 40 | 41.24% | 60.6 | 57.50% | +8.38% | -17.50% | +22.50% | 4.23% | 06:43 | -01:29 | 00:19 | 05:05 | 09:46 | 26:47 | 09:27 | 07:00 |
 | Holy Locket | 9 | 9.28% | 57.6 | 55.56% | +3.29% | -5.56% | -55.56% | -3.90% | 24:26 | 14:20 | 15:45 | 27:25 | 28:34 | 35:21 | 12:49 | 09:29 |
 | Drum of Endurance | 4 | 4.12% | 54.5 | 75.00% | +23.39% | +25.00% | +25.00% | 0.00% | 22:36 | 21:31 | 21:31 | 21:32 | 22:19 | 25:02 | 00:48 | 00:35 |
 | Ring of Health | 2 | 2.06% | 51.5 | 100.00% | +48.42% | 0.00% | 0.00% | 0.00% | 32:13 | 30:36 | 30:36 | 33:49 | 33:49 | 33:49 | 03:13 | 02:22 |
 | Mekansm | 2 | 2.06% | 48.5 | 100.00% | +48.42% | 0.00% | 0.00% | 0.00% | 26:04 | 16:32 | 16:32 | 35:35 | 35:35 | 35:35 | 19:03 | 14:06 |
 | Ring of Basilius | 2 | 2.06% | 45.5 | 100.00% | +48.42% | 0.00% | 0.00% | 0.00% | 13:59 | 11:10 | 11:10 | 16:47 | 16:47 | 16:47 | 05:37 | 04:09 |
 | Chainmail | 3 | 3.09% | 42.4 | 66.67% | +14.54% | -66.67% | 0.00% | 0.00% | 18:07 | 03:27 | 03:27 | 15:18 | 35:35 | 35:35 | 32:08 | 23:48 |
 | Aeon Disk | 11 | 11.34% | 39.4 | 36.36% | -18.29% | -36.36% | -36.36% | 0.00% | 43:57 | 28:14 | 31:01 | 41:26 | 50:58 | 1:07:09 | 19:57 | 14:46 |
 | Null Talisman | 4 | 4.12% | 36.4 | 50.00% | -2.69% | +50.00% | -50.00% | 0.00% | 05:40 | -01:29 | -01:29 | -01:29 | 12:26 | 13:10 | 13:55 | 10:18 |
 | Blink Dagger | 9 | 9.28% | 33.3 | 33.33% | -21.22% | +16.67% | +16.67% | 0.00% | 40:59 | 33:13 | 34:30 | 40:38 | 45:21 | 54:04 | 10:51 | 08:02 |
 | Lotus Orb | 1 | 1.03% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.03% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.03% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.03% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 00:00 | 00:00 |
 | Buckler | 1 | 1.03% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.03% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:02 | 1:07:02 | 1:07:02 | 1:07:02 | 1:07:02 | 1:07:02 | 00:00 | 00:00 |
 | Blight Stone | 3 | 3.09% | 12.1 | 0.00% | -54.26% | 0.00% | 0.00% | 0.00% | 00:53 | -01:29 | -01:29 | -01:29 | 05:36 | 05:36 | 07:05 | 05:14 |
 | Aghanim's Scepter | 1 | 1.03% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 1.03% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:09 | 19:09 | 19:09 | 19:09 | 19:09 | 19:09 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.03% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:54 | 03:54 | 03:54 | 03:54 | 03:54 | 03:54 | 00:00 | 00:00 |