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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 | |
 | Aether Lens | 18 | 33.96% | 100.0 | 83.33% | +31.90% | +16.67% | +16.67% | 0.00% | 24:02 | 16:22 | 19:09 | 22:24 | 26:32 | 45:08 | 07:23 | 05:28 |
 | Void Stone | 18 | 33.96% | 96.4 | 83.33% | +31.90% | -3.33% | +16.67% | 2.09% | 21:25 | 12:53 | 15:46 | 17:26 | 25:20 | 45:08 | 09:34 | 07:05 |
 | Tranquil Boots | 33 | 62.26% | 92.9 | 69.70% | +19.70% | -7.20% | +5.30% | 3.01% | 14:22 | 07:23 | 10:50 | 12:43 | 14:59 | 33:42 | 04:09 | 03:04 |
 | Ring of Basilius | 17 | 32.08% | 89.3 | 76.47% | +20.91% | +23.53% | +23.53% | 0.00% | 04:19 | -01:29 | 02:08 | 03:24 | 04:57 | 12:42 | 02:49 | 02:05 |
 | Magic Wand | 39 | 73.58% | 85.7 | 66.67% | +16.67% | -16.67% | +13.33% | 7.56% | 10:49 | 01:55 | 08:34 | 10:57 | 12:32 | 20:01 | 03:58 | 02:56 |
 | Boots of Speed | 53 | 100.00% | 82.1 | 62.26% | +62.26% | +6.97% | -16.11% | -6.56% | 06:56 | 02:20 | 04:53 | 06:53 | 08:24 | 14:43 | 03:31 | 02:36 |
 | Wind Lace | 37 | 69.81% | 78.6 | 64.86% | +8.61% | +12.92% | -9.30% | -3.57% | 11:35 | -01:29 | 07:01 | 10:44 | 13:14 | 33:42 | 06:13 | 04:36 |
 | Ghost Scepter | 13 | 24.53% | 75.0 | 76.92% | +19.42% | +23.08% | -10.25% | -2.98% | 23:50 | 14:02 | 18:36 | 21:24 | 29:47 | 37:23 | 11:11 | 08:17 |
 | Magic Stick | 49 | 92.45% | 71.4 | 61.22% | -13.78% | +30.45% | -19.55% | -9.29% | 03:38 | -01:29 | -01:23 | 02:28 | 06:46 | 13:29 | 08:09 | 06:02 |
 | Arcane Boots | 14 | 26.42% | 67.9 | 71.43% | +12.46% | +3.57% | -38.10% | -13.74% | 14:26 | 07:45 | 10:40 | 11:36 | 13:42 | 32:26 | 03:02 | 02:14 |
 | Glimmer Cape | 16 | 30.19% | 64.3 | 68.75% | +9.29% | -18.75% | +6.25% | 4.07% | 25:34 | 17:09 | 21:03 | 25:40 | 27:12 | 40:35 | 06:09 | 04:33 |
 | Blink Dagger | 19 | 35.85% | 60.7 | 63.16% | +1.40% | +36.84% | -3.16% | -4.55% | 28:07 | 19:27 | 23:09 | 27:17 | 31:57 | 39:12 | 08:48 | 06:31 |
 | Fluffy Hat | 6 | 11.32% | 57.1 | 83.33% | +23.76% | +16.67% | +16.67% | 0.00% | 14:30 | 09:03 | 11:40 | 11:59 | 19:50 | 21:37 | 08:10 | 06:02 |
 | Blight Stone | 2 | 3.77% | 53.6 | 100.00% | +39.22% | 0.00% | 0.00% | 0.00% | 17:43 | 17:28 | 17:28 | 17:58 | 17:58 | 17:58 | 00:30 | 00:22 |
 | Crown | 2 | 3.77% | 50.0 | 100.00% | +39.22% | 0.00% | 0.00% | 0.00% | 20:22 | 20:12 | 20:12 | 20:31 | 20:31 | 20:31 | 00:19 | 00:14 |
 | Medallion of Courage | 2 | 3.77% | 46.4 | 100.00% | +39.22% | 0.00% | 0.00% | 0.00% | 18:45 | 18:38 | 18:38 | 18:51 | 18:51 | 18:51 | 00:13 | 00:09 |
 | Solar Crest | 2 | 3.77% | 42.9 | 100.00% | +39.22% | 0.00% | 0.00% | 0.00% | 24:53 | 22:31 | 22:31 | 27:15 | 27:15 | 27:15 | 04:44 | 03:30 |
 | Aeon Disk | 7 | 13.21% | 39.3 | 57.14% | -5.90% | -7.14% | -7.14% | 0.00% | 35:32 | 22:39 | 27:02 | 33:52 | 33:52 | 52:08 | 06:50 | 05:03 |
 | Chainmail | 3 | 5.66% | 35.7 | 66.67% | +4.67% | +33.33% | 0.00% | 0.00% | 15:46 | 15:06 | 15:06 | 15:12 | 17:00 | 17:00 | 01:54 | 01:24 |
 | Aghanim's Scepter | 1 | 1.89% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 00:00 | 00:00 |
 | Force Staff | 2 | 3.77% | 28.6 | 50.00% | -12.75% | +50.00% | 0.00% | 0.00% | 22:17 | 21:55 | 21:55 | 22:38 | 22:38 | 22:38 | 00:43 | 00:31 |
 | Urn of Shadows | 2 | 3.77% | 25.0 | 50.00% | -12.75% | +50.00% | 0.00% | 0.00% | 11:30 | 06:52 | 06:52 | 16:08 | 16:08 | 16:08 | 09:16 | 06:51 |
 | Ring of Protection | 2 | 3.77% | 21.4 | 50.00% | -12.75% | +50.00% | 0.00% | 0.00% | 10:01 | 04:22 | 04:22 | 15:39 | 15:39 | 15:39 | 11:17 | 08:21 |
 | Quelling Blade | 2 | 3.77% | 17.9 | 50.00% | -12.75% | -50.00% | 0.00% | 0.00% | 16:16 | 10:24 | 10:24 | 22:07 | 22:07 | 22:07 | 11:43 | 08:40 |
 | Aghanim's Shard | 2 | 3.77% | 14.3 | 50.00% | -12.75% | +50.00% | 0.00% | 0.00% | 45:06 | 23:48 | 23:48 | 1:06:23 | 1:06:23 | 1:06:23 | 42:35 | 31:32 |
 | Headdress | 1 | 1.89% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.89% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:24 | 24:24 | 24:24 | 24:24 | 24:24 | 24:24 | 00:00 | 00:00 |
 | Bottle | 1 | 1.89% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:27 | 00:27 | 00:27 | 00:27 | 00:27 | 00:27 | 00:00 | 00:00 |