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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 | 12 | 50.00% | 100.0 | 66.67% | +50.00% | +33.33% | -33.34% | -14.44% | 23:07 | 15:17 | 17:52 | 21:21 | 22:29 | 47:19 | 04:37 | 03:25 |
 | Octarine Core | 3 | 12.50% | 97.9 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 28:44 | 26:38 | 26:38 | 29:41 | 29:53 | 29:53 | 03:15 | 02:24 |
 | Void Stone | 17 | 70.83% | 95.7 | 52.94% | +38.65% | -2.94% | -2.94% | 0.00% | 19:50 | 14:30 | 16:48 | 19:17 | 21:13 | 29:18 | 04:25 | 03:16 |
 | Boots of Speed | 24 | 100.00% | 93.6 | 41.67% | +41.67% | -8.34% | +8.33% | 4.55% | 07:27 | 02:49 | 04:59 | 06:23 | 08:39 | 20:41 | 03:40 | 02:42 |
 | Magic Stick | 23 | 95.83% | 91.5 | 39.13% | -60.87% | +10.87% | -5.80% | -6.95% | 02:55 | -01:29 | -01:29 | 02:46 | 03:53 | 15:00 | 05:22 | 03:58 |
 | Arcane Boots | 13 | 54.17% | 89.4 | 46.15% | +9.79% | -12.82% | -46.15% | -5.60% | 14:49 | 09:23 | 10:47 | 14:29 | 16:44 | 20:58 | 05:57 | 04:24 |
 | Blight Stone | 14 | 58.33% | 87.2 | 35.71% | -14.29% | +14.29% | -35.71% | -50.00% | 02:44 | -01:29 | -01:29 | -01:29 | 01:21 | 23:40 | 02:50 | 02:05 |
 | Magic Wand | 15 | 62.50% | 85.1 | 33.33% | -22.23% | -8.33% | -33.33% | -3.96% | 10:02 | 02:43 | 06:38 | 10:09 | 12:57 | 20:28 | 06:19 | 04:40 |
 | Tranquil Boots | 3 | 12.50% | 83.0 | 66.67% | +28.57% | -66.67% | 0.00% | 0.00% | 09:44 | 08:27 | 08:27 | 10:10 | 10:35 | 10:35 | 02:08 | 01:34 |
 | Aghanim's Shard | 3 | 12.50% | 80.9 | 66.67% | +28.57% | +33.33% | 0.00% | 0.00% | 36:34 | 31:59 | 31:59 | 34:07 | 43:35 | 43:35 | 11:36 | 08:35 |
 | Wind Lace | 11 | 45.83% | 78.7 | 36.36% | -9.79% | +30.31% | -36.36% | -6.71% | 15:52 | -01:29 | 08:41 | 12:34 | 18:37 | 49:38 | 09:56 | 07:21 |
 | Blink Dagger | 1 | 4.17% | 76.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 4.17% | 74.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:51 | 03:51 | 03:51 | 03:51 | 03:51 | 03:51 | 00:00 | 00:00 |
 | Black King Bar | 1 | 4.17% | 72.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.17% | 70.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:31 | 34:31 | 34:31 | 34:31 | 34:31 | 34:31 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 4.17% | 68.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 00:00 | 00:00 |
 | Phase Boots | 1 | 4.17% | 66.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 4.17% | 63.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:15 | 14:15 | 14:15 | 14:15 | 14:15 | 14:15 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 4.17% | 61.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -00:02 | -00:02 | -00:02 | -00:02 | -00:02 | -00:02 | 00:00 | 00:00 |
 | Power Treads | 1 | 4.17% | 59.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:38 | 08:38 | 08:38 | 08:38 | 08:38 | 08:38 | 00:00 | 00:00 |
 | Ring of Basilius | 5 | 20.83% | 57.4 | 40.00% | -2.11% | -40.00% | +60.00% | 12.22% | 06:19 | -01:29 | -01:29 | 05:20 | 09:40 | 14:06 | 11:09 | 08:15 |
 | Ghost Scepter | 5 | 20.83% | 55.3 | 40.00% | -2.11% | +60.00% | -40.00% | -7.55% | 35:50 | 25:19 | 25:19 | 36:28 | 38:34 | 43:04 | 13:15 | 09:48 |
 | Fluffy Hat | 5 | 20.83% | 53.2 | 40.00% | -2.11% | -40.00% | +60.00% | 4.08% | 20:29 | 06:14 | 06:14 | 15:42 | 30:45 | 35:19 | 24:31 | 18:09 |
 | Chainmail | 8 | 33.33% | 51.1 | 25.00% | -25.00% | -25.00% | +25.00% | 5.32% | 14:46 | 08:01 | 09:07 | 11:03 | 18:31 | 25:14 | 09:24 | 06:57 |
 | Crown | 10 | 41.67% | 48.9 | 20.00% | -37.14% | +13.33% | -20.00% | -4.15% | 15:30 | 06:42 | 11:39 | 13:20 | 19:41 | 33:42 | 08:02 | 05:57 |
 | Wraith Band | 2 | 8.33% | 46.8 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 04:49 | 04:41 | 04:41 | 04:56 | 04:56 | 04:56 | 00:15 | 00:11 |
 | Force Staff | 2 | 8.33% | 44.7 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 33:02 | 30:45 | 30:45 | 35:19 | 35:19 | 35:19 | 04:34 | 03:22 |
 | Aghanim's Scepter | 2 | 8.33% | 42.6 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 29:19 | 27:55 | 27:55 | 30:43 | 30:43 | 30:43 | 02:48 | 02:04 |
 | Veil of Discord | 3 | 12.50% | 40.4 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 13:02 | 10:43 | 10:43 | 13:38 | 14:44 | 14:44 | 04:01 | 02:58 |
 | Linken's Sphere | 3 | 12.50% | 38.3 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 28:56 | 21:58 | 21:58 | 27:33 | 37:17 | 37:17 | 15:19 | 11:20 |
 | Maelstrom | 4 | 16.67% | 36.2 | 25.00% | -20.00% | -25.00% | -25.00% | 0.00% | 15:51 | 12:59 | 12:59 | 14:56 | 15:26 | 20:01 | 02:27 | 01:48 |
 | Ring of Health | 4 | 16.67% | 34.0 | 25.00% | -20.00% | -25.00% | -25.00% | 0.00% | 25:17 | 18:32 | 18:32 | 24:48 | 28:39 | 29:07 | 10:07 | 07:29 |
 | Eul's Scepter of Divinity | 4 | 16.67% | 31.9 | 25.00% | -20.00% | +75.00% | -25.00% | -67.42% | 29:04 | 21:15 | 21:15 | 21:47 | 22:44 | 50:29 | 01:29 | 01:05 |
 | Javelin | 4 | 16.67% | 29.8 | 25.00% | -20.00% | -25.00% | -25.00% | 0.00% | 12:19 | 11:13 | 11:13 | 11:58 | 12:59 | 13:07 | 01:46 | 01:18 |
 | Solar Crest | 5 | 20.83% | 27.7 | 20.00% | -27.37% | -20.00% | -20.00% | 0.00% | 19:52 | 18:23 | 18:23 | 19:14 | 20:00 | 23:10 | 01:37 | 01:11 |
 | Medallion of Courage | 7 | 29.17% | 25.5 | 14.29% | -38.65% | -14.29% | -14.29% | 0.00% | 13:55 | 08:01 | 09:43 | 11:27 | 13:47 | 25:30 | 04:04 | 03:00 |
 | Falcon Blade | 1 | 4.17% | 23.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:43 | 08:43 | 08:43 | 08:43 | 08:43 | 08:43 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 4.17% | 21.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 |
 | Wind Waker | 1 | 4.17% | 19.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:54 | 51:54 | 51:54 | 51:54 | 51:54 | 51:54 | 00:00 | 00:00 |
 | Crystalys | 1 | 4.17% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:26 | 23:26 | 23:26 | 23:26 | 23:26 | 23:26 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 4.17% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 00:00 | 00:00 |
 | Rod of Atos | 2 | 8.33% | 12.8 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 37:18 | 33:43 | 33:43 | 40:53 | 40:53 | 40:53 | 07:10 | 05:18 |
 | Orb of Venom | 1 | 4.17% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 4.17% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:05 | 44:05 | 44:05 | 44:05 | 44:05 | 44:05 | 00:00 | 00:00 |
 | Daedalus | 1 | 4.17% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:19 | 26:19 | 26:19 | 26:19 | 26:19 | 26:19 | 00:00 | 00:00 |
 | Bottle | 2 | 8.33% | 4.3 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 02:06 | 01:59 | 01:59 | 02:12 | 02:12 | 02:12 | 00:13 | 00:09 |
 | Gleipnir | 2 | 8.33% | 2.1 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 37:18 | 33:43 | 33:43 | 40:53 | 40:53 | 40:53 | 07:10 | 05:18 |