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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 | |
 | Solar Crest | 20 | 40.00% | 100.0 | 85.00% | +58.33% | -5.00% | -5.00% | 0.00% | 21:09 | 14:43 | 16:59 | 20:02 | 22:28 | 34:07 | 05:29 | 04:03 |
 | Chainmail | 25 | 50.00% | 98.0 | 76.00% | +52.00% | +24.00% | -26.00% | -4.71% | 15:23 | 05:44 | 07:43 | 13:37 | 18:20 | 32:43 | 10:37 | 07:51 |
 | Crown | 24 | 48.00% | 96.1 | 75.00% | +48.08% | -8.33% | +8.33% | 2.46% | 17:02 | 10:11 | 12:51 | 14:11 | 19:38 | 31:11 | 06:47 | 05:01 |
 | Medallion of Courage | 24 | 48.00% | 94.1 | 75.00% | +48.08% | +25.00% | -25.00% | -4.87% | 16:25 | 06:47 | 08:45 | 13:37 | 19:01 | 32:43 | 10:16 | 07:36 |
 | Blight Stone | 32 | 64.00% | 92.2 | 62.50% | +34.72% | 0.00% | 0.00% | 0.00% | 05:29 | -01:29 | -01:29 | -01:29 | 14:19 | 32:43 | 15:48 | 11:42 |
 | Blink Dagger | 4 | 8.00% | 90.2 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 28:12 | 22:02 | 22:02 | 27:12 | 30:14 | 33:20 | 08:12 | 06:04 |
 | Wind Lace | 43 | 86.00% | 88.2 | 55.81% | +41.52% | +7.83% | -1.26% | -0.83% | 10:59 | -01:29 | 04:23 | 09:47 | 15:24 | 34:47 | 11:01 | 08:09 |
 | Aether Lens | 27 | 54.00% | 86.3 | 59.26% | +20.13% | -16.40% | -2.12% | 2.16% | 24:27 | 17:02 | 19:15 | 22:29 | 25:52 | 54:29 | 06:37 | 04:54 |
 | Boots of Speed | 50 | 100.00% | 84.3 | 50.00% | +50.00% | -3.85% | +8.33% | 3.29% | 06:42 | -01:29 | 05:16 | 06:55 | 08:58 | 13:27 | 03:42 | 02:44 |
 | Void Stone | 32 | 64.00% | 82.4 | 53.13% | +8.69% | -15.63% | -3.13% | 1.14% | 21:02 | 11:00 | 14:50 | 20:22 | 25:47 | 33:26 | 10:57 | 08:06 |
 | Magic Stick | 49 | 98.00% | 80.4 | 48.98% | -51.02% | +1.02% | -23.98% | -3.65% | 04:36 | -01:29 | 01:20 | 04:23 | 08:11 | 14:01 | 06:51 | 05:04 |
 | Magic Wand | 46 | 92.00% | 78.4 | 47.83% | -27.17% | +2.17% | +6.72% | 1.27% | 11:13 | 00:59 | 08:44 | 10:51 | 12:19 | 28:43 | 03:35 | 02:39 |
 | Octarine Core | 3 | 6.00% | 76.5 | 100.00% | +53.19% | 0.00% | 0.00% | 0.00% | 52:17 | 42:20 | 42:20 | 56:59 | 57:32 | 57:32 | 15:12 | 11:15 |
 | Arcane Boots | 20 | 40.00% | 74.5 | 55.00% | +8.33% | -15.00% | +5.00% | 1.89% | 16:40 | 08:52 | 11:24 | 14:48 | 21:59 | 29:22 | 10:35 | 07:50 |
 | Fluffy Hat | 16 | 32.00% | 72.5 | 56.25% | +9.19% | -6.25% | -6.25% | 0.00% | 18:51 | 03:05 | 10:38 | 14:43 | 23:20 | 60:00 | 12:42 | 09:24 |
 | Tranquil Boots | 29 | 58.00% | 70.6 | 48.28% | -4.10% | +8.86% | -5.42% | -1.16% | 15:52 | 04:08 | 09:04 | 12:17 | 21:24 | 35:45 | 12:20 | 09:08 |
 | Ring of Basilius | 14 | 28.00% | 68.6 | 57.14% | +9.92% | -7.14% | +9.53% | 3.70% | 04:59 | -01:29 | 02:07 | 03:21 | 06:37 | 17:05 | 04:30 | 03:20 |
 | Aghanim's Scepter | 12 | 24.00% | 66.7 | 50.00% | 0.00% | -16.67% | +16.67% | 2.74% | 32:02 | 22:14 | 25:28 | 27:48 | 37:39 | 52:03 | 12:11 | 09:01 |
 | Ring of Health | 2 | 4.00% | 64.7 | 100.00% | +52.08% | 0.00% | 0.00% | 0.00% | 35:51 | 35:36 | 35:36 | 36:05 | 36:05 | 36:05 | 00:29 | 00:21 |
 | Force Staff | 7 | 14.00% | 62.7 | 57.14% | +8.30% | -57.14% | +42.86% | 18.40% | 33:02 | 25:36 | 25:59 | 29:17 | 31:25 | 60:00 | 05:26 | 04:01 |
 | Veil of Discord | 5 | 10.00% | 60.8 | 60.00% | +11.11% | -60.00% | -60.00% | 0.00% | 14:51 | 11:31 | 11:31 | 14:54 | 16:14 | 17:15 | 04:43 | 03:29 |
 | Eul's Scepter of Divinity | 8 | 16.00% | 58.8 | 37.50% | -14.88% | -37.50% | +12.50% | 4.86% | 24:24 | 17:55 | 18:28 | 21:01 | 28:45 | 33:10 | 10:17 | 07:37 |
 | Aeon Disk | 4 | 8.00% | 56.9 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 37:09 | 25:25 | 25:25 | 28:35 | 35:23 | 59:14 | 09:58 | 07:22 |
 | Buckler | 1 | 2.00% | 54.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:55 | 34:55 | 34:55 | 34:55 | 34:55 | 34:55 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.00% | 52.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:25 | 35:25 | 35:25 | 35:25 | 35:25 | 35:25 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.00% | 51.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.00% | 49.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 2.00% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:28 | 31:28 | 31:28 | 31:28 | 31:28 | 31:28 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.00% | 45.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.00% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:55 | 34:55 | 34:55 | 34:55 | 34:55 | 34:55 | 00:00 | 00:00 |
 | Mekansm | 1 | 2.00% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:03 | 17:03 | 17:03 | 17:03 | 17:03 | 17:03 | 00:00 | 00:00 |
 | Headdress | 1 | 2.00% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:33 | 11:33 | 11:33 | 11:33 | 11:33 | 11:33 | 00:00 | 00:00 |
 | Ring of Protection | 7 | 14.00% | 37.3 | 28.57% | -24.92% | +21.43% | +21.43% | 0.00% | 10:47 | -01:29 | 00:15 | 05:30 | 06:20 | 34:55 | 06:05 | 04:30 |
 | Maelstrom | 8 | 16.00% | 35.3 | 25.00% | -29.76% | -25.00% | +25.00% | 4.17% | 24:54 | 15:13 | 15:33 | 23:35 | 27:33 | 36:53 | 12:00 | 08:53 |
 | Javelin | 9 | 18.00% | 33.3 | 22.22% | -33.88% | -22.22% | +27.78% | 3.19% | 22:05 | 09:43 | 10:12 | 22:41 | 25:52 | 36:53 | 15:40 | 11:36 |
 | Wraith Band | 2 | 4.00% | 31.4 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 05:21 | 03:30 | 03:30 | 07:12 | 07:12 | 07:12 | 03:42 | 02:44 |
 | Orchid Malevolence | 2 | 4.00% | 29.4 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 20:34 | 19:59 | 19:59 | 21:08 | 21:08 | 21:08 | 01:09 | 00:51 |
 | Aghanim's Shard | 3 | 6.00% | 27.5 | 33.33% | -17.73% | +66.67% | 0.00% | 0.00% | 31:24 | 24:00 | 24:00 | 33:46 | 36:25 | 36:25 | 12:25 | 09:11 |
 | Glimmer Cape | 4 | 8.00% | 25.5 | 25.00% | -27.17% | -25.00% | +75.00% | 0.00% | 27:09 | 20:57 | 20:57 | 23:56 | 31:07 | 32:37 | 10:10 | 07:31 |
 | Kaya | 1 | 2.00% | 23.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:13 | 41:13 | 41:13 | 41:13 | 41:13 | 41:13 | 00:00 | 00:00 |
 | Spirit Vessel | 2 | 4.00% | 21.6 | 0.00% | -52.08% | 0.00% | 0.00% | 0.00% | 33:57 | 32:15 | 32:15 | 35:39 | 35:39 | 35:39 | 03:24 | 02:31 |
 | Falcon Blade | 2 | 4.00% | 19.6 | 0.00% | -52.08% | 0.00% | 0.00% | 0.00% | 04:37 | 04:01 | 04:01 | 05:13 | 05:13 | 05:13 | 01:12 | 00:53 |
 | Black King Bar | 2 | 4.00% | 17.6 | 0.00% | -52.08% | 0.00% | 0.00% | 0.00% | 41:59 | 37:13 | 37:13 | 46:44 | 46:44 | 46:44 | 09:31 | 07:02 |
 | Rod of Atos | 2 | 4.00% | 15.7 | 0.00% | -52.08% | 0.00% | 0.00% | 0.00% | 22:09 | 21:02 | 21:02 | 23:16 | 23:16 | 23:16 | 02:14 | 01:39 |
 | Crystalys | 1 | 2.00% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 00:00 | 00:00 |
 | Urn of Shadows | 5 | 10.00% | 11.8 | 0.00% | -55.56% | 0.00% | 0.00% | 0.00% | 10:39 | 04:43 | 04:43 | 07:04 | 07:41 | 27:06 | 02:58 | 02:11 |
 | Power Treads | 1 | 2.00% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:59 | 08:59 | 08:59 | 08:59 | 08:59 | 08:59 | 00:00 | 00:00 |
 | Bottle | 1 | 2.00% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:49 | 01:49 | 01:49 | 01:49 | 01:49 | 01:49 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 4.00% | 5.9 | 0.00% | -52.08% | 0.00% | 0.00% | 0.00% | 40:41 | 39:50 | 39:50 | 41:31 | 41:31 | 41:31 | 01:41 | 01:14 |
 | Quelling Blade | 1 | 2.00% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Gleipnir | 2 | 4.00% | 2.0 | 0.00% | -52.08% | 0.00% | 0.00% | 0.00% | 23:56 | 23:18 | 23:18 | 24:34 | 24:34 | 24:34 | 01:16 | 00:56 |