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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 | |
 | Buckler | 10 | 50.00% | 100.0 | 80.00% | +40.00% | -13.33% | -30.00% | -3.40% | 26:12 | 19:29 | 23:38 | 25:12 | 28:32 | 32:31 | 04:54 | 03:37 |
 | Ring of Protection | 10 | 50.00% | 97.9 | 80.00% | +40.00% | -13.33% | -30.00% | -3.40% | 26:12 | 19:28 | 23:38 | 25:12 | 28:32 | 32:30 | 04:54 | 03:37 |
 | Assault Cuirass | 7 | 35.00% | 95.8 | 85.71% | +39.56% | +14.29% | -35.71% | -31.25% | 28:48 | 24:39 | 26:57 | 28:01 | 28:33 | 33:29 | 01:36 | 01:11 |
 | Aghanim's Shard | 8 | 40.00% | 93.8 | 75.00% | +25.00% | +25.00% | -25.00% | -12.71% | 23:16 | 20:00 | 20:14 | 22:26 | 24:10 | 28:46 | 03:56 | 02:54 |
 | Witch Blade | 8 | 40.00% | 91.7 | 75.00% | +25.00% | +25.00% | -25.00% | -23.26% | 11:29 | 06:19 | 09:29 | 11:29 | 11:38 | 18:27 | 02:09 | 01:35 |
 | Boots of Speed | 20 | 100.00% | 89.6 | 60.00% | +60.00% | 0.00% | 0.00% | 0.00% | 04:38 | 02:24 | 03:09 | 04:18 | 05:15 | 13:27 | 02:06 | 01:33 |
 | Power Treads | 20 | 100.00% | 87.5 | 60.00% | +60.00% | 0.00% | 0.00% | 0.00% | 06:57 | 04:05 | 05:25 | 06:15 | 07:36 | 15:03 | 02:11 | 01:37 |
 | Black King Bar | 18 | 90.00% | 85.4 | 61.11% | +11.11% | +18.89% | -11.11% | -9.73% | 21:28 | 16:52 | 19:07 | 20:29 | 22:12 | 30:49 | 03:05 | 02:17 |
 | Chainmail | 10 | 50.00% | 83.3 | 70.00% | +20.00% | +30.00% | -20.00% | -22.90% | 10:06 | 06:18 | 08:40 | 09:16 | 10:51 | 17:52 | 02:11 | 01:37 |
 | Javelin | 10 | 50.00% | 81.3 | 70.00% | +20.00% | -3.33% | +30.00% | 2.34% | 21:38 | 08:20 | 12:38 | 16:43 | 26:53 | 48:38 | 14:15 | 10:33 |
 | Blight Stone | 18 | 90.00% | 79.2 | 55.56% | -44.44% | -15.56% | -5.56% | 0.00% | -00:41 | -01:29 | -01:29 | -01:29 | -01:29 | 12:54 | 00:00 | 00:00 |
 | Magic Wand | 12 | 60.00% | 77.1 | 58.33% | -4.17% | +8.34% | -58.33% | -9.93% | 08:32 | 03:03 | 03:33 | 04:43 | 10:16 | 22:29 | 06:43 | 04:58 |
 | Magic Stick | 12 | 60.00% | 75.0 | 58.33% | -4.17% | +8.34% | +8.34% | 0.00% | 04:53 | -01:29 | 02:34 | 03:03 | 05:23 | 19:57 | 02:49 | 02:05 |
 | Maelstrom | 8 | 40.00% | 72.9 | 62.50% | +4.17% | -12.50% | -62.50% | -6.91% | 18:06 | 11:16 | 13:41 | 15:44 | 20:55 | 26:53 | 07:14 | 05:21 |
 | Morbid Mask | 6 | 30.00% | 70.8 | 66.67% | +9.53% | -66.67% | +33.33% | 7.05% | 29:44 | 19:29 | 23:33 | 26:02 | 37:44 | 39:03 | 14:11 | 10:30 |
 | Satanic | 4 | 20.00% | 68.8 | 75.00% | +18.75% | -75.00% | +25.00% | 14.89% | 31:34 | 26:29 | 26:29 | 26:44 | 33:12 | 39:50 | 06:43 | 04:58 |
 | Null Talisman | 2 | 10.00% | 66.7 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 02:12 | 01:52 | 01:52 | 02:31 | 02:31 | 02:31 | 00:39 | 00:28 |
 | Monkey King Bar | 2 | 10.00% | 64.6 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 44:34 | 40:05 | 40:05 | 49:02 | 49:02 | 49:02 | 08:57 | 06:37 |
 | Orchid Malevolence | 10 | 50.00% | 62.5 | 50.00% | -20.00% | -16.67% | 0.00% | 9.90% | 13:59 | 11:56 | 12:57 | 13:54 | 14:38 | 17:15 | 01:41 | 01:14 |
 | Crown | 3 | 15.00% | 60.4 | 66.67% | +7.85% | -66.67% | 0.00% | 4.84% | 21:35 | 15:32 | 15:32 | 19:56 | 29:18 | 29:18 | 13:46 | 10:11 |
 | Wind Lace | 4 | 20.00% | 58.3 | 50.00% | -12.50% | -50.00% | +50.00% | 6.02% | 28:06 | 15:32 | 15:32 | 21:10 | 32:09 | 43:32 | 16:37 | 12:18 |
 | Silver Edge | 1 | 5.00% | 56.3 | 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 |
 | Bloodthorn | 1 | 5.00% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 5.00% | 52.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 5.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 5.00% | 47.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:32 | 43:32 | 43:32 | 43:32 | 43:32 | 43:32 | 00:00 | 00:00 |
 | Desolator | 1 | 5.00% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:36 | 46:36 | 46:36 | 46:36 | 46:36 | 46:36 | 00:00 | 00:00 |
 | Moon Shard | 1 | 5.00% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:52 | 50:52 | 50:52 | 50:52 | 50:52 | 50:52 | 00:00 | 00:00 |
 | Daedalus | 1 | 5.00% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 00:00 | 00:00 |
 | Gleipnir | 1 | 5.00% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 5.00% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 00:00 | 00:00 |
 | Crystalys | 1 | 5.00% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 5.00% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:49 | 16:49 | 16:49 | 16:49 | 16:49 | 16:49 | 00:00 | 00:00 |
 | Medallion of Courage | 2 | 10.00% | 31.3 | 50.00% | -11.11% | -50.00% | 0.00% | 0.00% | 15:56 | 12:54 | 12:54 | 18:57 | 18:57 | 18:57 | 06:03 | 04:28 |
 | Nullifier | 2 | 10.00% | 29.2 | 50.00% | -11.11% | +50.00% | 0.00% | 0.00% | 35:17 | 24:58 | 24:58 | 45:36 | 45:36 | 45:36 | 20:38 | 15:17 |
 | Mekansm | 2 | 10.00% | 27.1 | 50.00% | -11.11% | -50.00% | 0.00% | 0.00% | 12:43 | 12:09 | 12:09 | 13:17 | 13:17 | 13:17 | 01:08 | 00:50 |
 | Solar Crest | 2 | 10.00% | 25.0 | 50.00% | -11.11% | -50.00% | 0.00% | 0.00% | 19:06 | 16:35 | 16:35 | 21:37 | 21:37 | 21:37 | 05:02 | 03:43 |
 | Shadow Blade | 2 | 10.00% | 22.9 | 50.00% | -11.11% | +50.00% | 0.00% | 0.00% | 28:21 | 18:57 | 18:57 | 37:45 | 37:45 | 37:45 | 18:48 | 13:55 |
 | Headdress | 2 | 10.00% | 20.8 | 50.00% | -11.11% | -50.00% | 0.00% | 0.00% | 09:42 | 07:20 | 07:20 | 12:03 | 12:03 | 12:03 | 04:43 | 03:29 |
 | Ring of Health | 3 | 15.00% | 18.8 | 33.33% | -31.38% | +66.67% | 0.00% | -3.47% | 28:01 | 16:49 | 16:49 | 31:13 | 36:02 | 36:02 | 19:13 | 14:14 |
 | Mjollnir | 3 | 15.00% | 16.7 | 33.33% | -31.38% | -33.33% | 0.00% | 1.69% | 27:02 | 15:14 | 15:14 | 30:55 | 34:57 | 34:57 | 19:43 | 14:36 |
 | Helm of Iron Will | 3 | 15.00% | 14.6 | 33.33% | -31.38% | +66.67% | 0.00% | -3.31% | 31:33 | 24:25 | 24:25 | 25:42 | 44:32 | 44:32 | 20:07 | 14:54 |
 | Vanguard | 1 | 5.00% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:14 | 31:14 | 31:14 | 31:14 | 31:14 | 31:14 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 5.00% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:29 | 19:29 | 19:29 | 19:29 | 19:29 | 19:29 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 5.00% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 5.00% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 00:00 | 00:00 |
 | Void Stone | 2 | 10.00% | 4.2 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 34:44 | 33:26 | 33:26 | 36:02 | 36:02 | 36:02 | 02:36 | 01:55 |
 | Crimson Guard | 1 | 5.00% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:14 | 31:14 | 31:14 | 31:14 | 31:14 | 31:14 | 00:00 | 00:00 |