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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 | |
 | Magic Wand | 22 | 84.62% | 100.0 | 50.00% | +25.00% | +16.67% | -10.00% | -4.56% | 09:54 | 03:21 | 06:29 | 08:52 | 12:20 | 19:49 | 05:51 | 04:20 |
 | Aghanim's Shard | 22 | 84.62% | 97.6 | 50.00% | +25.00% | +16.67% | -30.00% | -6.42% | 19:46 | 15:00 | 16:08 | 17:36 | 23:24 | 28:31 | 07:16 | 05:22 |
 | Magic Stick | 25 | 96.15% | 95.2 | 48.00% | +48.00% | +2.00% | +2.00% | 0.00% | 02:38 | -01:29 | -01:29 | 01:53 | 05:26 | 13:00 | 06:55 | 05:07 |
 | Boots of Speed | 26 | 100.00% | 92.9 | 46.15% | +46.15% | -3.29% | -29.48% | -5.63% | 06:33 | -01:29 | 03:48 | 05:58 | 08:27 | 20:13 | 04:39 | 03:26 |
 | Wind Lace | 13 | 50.00% | 90.5 | 53.85% | +15.39% | +12.82% | -20.52% | -7.09% | 12:21 | 07:07 | 07:38 | 10:27 | 12:20 | 27:39 | 04:42 | 03:28 |
 | Blink Dagger | 19 | 73.08% | 88.1 | 47.37% | +4.51% | +12.63% | +12.63% | 0.00% | 24:53 | 15:53 | 19:14 | 23:28 | 29:36 | 37:49 | 10:22 | 07:40 |
 | Tranquil Boots | 11 | 42.31% | 85.7 | 54.55% | +14.55% | +12.12% | +12.12% | 0.00% | 14:06 | 07:42 | 08:44 | 11:59 | 12:20 | 33:02 | 03:36 | 02:40 |
 | Fluffy Hat | 12 | 46.15% | 83.3 | 50.00% | +7.14% | +16.67% | -50.00% | -4.26% | 23:06 | 05:42 | 10:22 | 19:22 | 26:01 | 50:29 | 15:39 | 11:35 |
 | Null Talisman | 8 | 30.77% | 81.0 | 50.00% | +5.56% | 0.00% | 0.00% | 0.00% | 08:59 | 02:06 | 02:25 | 08:46 | 10:43 | 21:37 | 08:18 | 06:08 |
 | Void Stone | 3 | 11.54% | 78.6 | 66.67% | +23.19% | +33.33% | 0.00% | 0.00% | 31:49 | 23:29 | 23:29 | 29:45 | 42:13 | 42:13 | 18:44 | 13:52 |
 | Headdress | 4 | 15.38% | 76.2 | 50.00% | +4.55% | -50.00% | +50.00% | 100.00% | 03:53 | -01:29 | -01:29 | -01:29 | -01:21 | 19:51 | 00:08 | 00:05 |
 | Arcane Boots | 4 | 15.38% | 73.8 | 50.00% | +4.55% | +50.00% | -50.00% | -11.74% | 16:18 | 11:01 | 11:01 | 11:54 | 19:32 | 22:46 | 08:31 | 06:18 |
 | Crystalys | 1 | 3.85% | 71.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 00:00 | 00:00 |
 | Daedalus | 1 | 3.85% | 69.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:33 | 32:33 | 32:33 | 32:33 | 32:33 | 32:33 | 00:00 | 00:00 |
 | Mekansm | 1 | 3.85% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:23 | 24:23 | 24:23 | 24:23 | 24:23 | 24:23 | 00:00 | 00:00 |
 | Javelin | 5 | 19.23% | 64.3 | 40.00% | -7.62% | -40.00% | -40.00% | 0.00% | 27:58 | 06:35 | 06:35 | 12:57 | 37:26 | 1:13:14 | 30:51 | 22:51 |
 | Black King Bar | 5 | 19.23% | 61.9 | 40.00% | -7.62% | -40.00% | -40.00% | 0.00% | 34:02 | 18:07 | 18:07 | 24:06 | 32:51 | 1:13:22 | 14:44 | 10:54 |
 | Force Staff | 7 | 26.92% | 59.5 | 28.57% | -24.06% | +21.43% | -28.57% | -3.70% | 33:22 | 14:10 | 23:56 | 30:21 | 37:27 | 50:42 | 13:31 | 10:00 |
 | Wraith Pact | 2 | 7.69% | 57.1 | 50.00% | +4.17% | -50.00% | 0.00% | 0.00% | 31:54 | 26:53 | 26:53 | 36:55 | 36:55 | 36:55 | 10:02 | 07:25 |
 | Power Treads | 2 | 7.69% | 54.8 | 50.00% | +4.17% | +50.00% | 0.00% | 0.00% | 06:17 | 05:57 | 05:57 | 06:37 | 06:37 | 06:37 | 00:40 | 00:29 |
 | Aether Lens | 2 | 7.69% | 52.4 | 50.00% | +4.17% | +50.00% | 0.00% | 0.00% | 42:02 | 30:04 | 30:04 | 54:00 | 54:00 | 54:00 | 23:56 | 17:43 |
 | Ring of Health | 2 | 7.69% | 50.0 | 50.00% | +4.17% | +50.00% | 0.00% | 0.00% | 35:08 | 28:03 | 28:03 | 42:13 | 42:13 | 42:13 | 14:10 | 10:29 |
 | Ghost Scepter | 2 | 7.69% | 47.6 | 50.00% | +4.17% | -50.00% | 0.00% | 0.00% | 33:35 | 26:49 | 26:49 | 40:20 | 40:20 | 40:20 | 13:31 | 10:00 |
 | Chainmail | 2 | 7.69% | 45.2 | 50.00% | +4.17% | -50.00% | 0.00% | 0.00% | 18:55 | 16:07 | 16:07 | 21:42 | 21:42 | 21:42 | 05:35 | 04:08 |
 | Vladmir's Offering | 3 | 11.54% | 42.9 | 33.33% | -14.50% | -33.33% | 0.00% | 0.00% | 31:19 | 21:52 | 21:52 | 32:32 | 39:33 | 39:33 | 17:41 | 13:05 |
 | Quelling Blade | 3 | 11.54% | 40.5 | 33.33% | -14.50% | -33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Maelstrom | 3 | 11.54% | 38.1 | 33.33% | -14.50% | -33.33% | 0.00% | 0.00% | 12:51 | 11:35 | 11:35 | 13:23 | 13:35 | 13:35 | 02:00 | 01:28 |
 | Morbid Mask | 3 | 11.54% | 35.7 | 33.33% | -14.50% | -33.33% | 0.00% | 0.00% | 31:08 | 21:36 | 21:36 | 32:31 | 39:16 | 39:16 | 17:40 | 13:05 |
 | Blight Stone | 3 | 11.54% | 33.3 | 33.33% | -14.50% | -33.33% | 0.00% | 0.00% | 04:25 | -01:29 | -01:29 | -01:29 | 16:13 | 16:13 | 17:42 | 13:06 |
 | Buckler | 3 | 11.54% | 31.0 | 33.33% | -14.50% | -33.33% | 0.00% | 0.00% | 29:06 | 20:11 | 20:11 | 32:31 | 34:37 | 34:37 | 14:26 | 10:41 |
 | Ring of Basilius | 4 | 15.38% | 28.6 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 22:51 | 11:18 | 11:18 | 12:57 | 32:31 | 34:37 | 21:13 | 15:42 |
 | Ring of Protection | 5 | 19.23% | 26.2 | 20.00% | -32.38% | -20.00% | -20.00% | 0.00% | 19:55 | 05:18 | 05:18 | 20:10 | 32:31 | 34:36 | 27:13 | 20:09 |
 | Lotus Orb | 1 | 3.85% | 23.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 7.69% | 21.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 08:19 | 07:29 | 07:29 | 09:08 | 09:08 | 09:08 | 01:39 | 01:13 |
 | Heaven's Halberd | 1 | 3.85% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:46 | 48:46 | 48:46 | 48:46 | 48:46 | 48:46 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 3.85% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:13 | 16:13 | 16:13 | 16:13 | 16:13 | 16:13 | 00:00 | 00:00 |
 | Bottle | 1 | 3.85% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:08 | 01:08 | 01:08 | 01:08 | 01:08 | 01:08 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 7.69% | 11.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 38:39 | 34:01 | 34:01 | 43:17 | 43:17 | 43:17 | 09:16 | 06:51 |
 | Crown | 1 | 3.85% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 3.85% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 00:00 | 00:00 |
 | Sange | 1 | 3.85% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:10 | 46:10 | 46:10 | 46:10 | 46:10 | 46:10 | 00:00 | 00:00 |
 | Solar Crest | 1 | 3.85% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 00:00 | 00:00 |