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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 | |
 | Wind Lace | 17 | 35.42% | 100.0 | 58.82% | +33.01% | -8.82% | +16.18% | 1.44% | 17:32 | -01:23 | 08:36 | 17:40 | 25:58 | 34:41 | 17:22 | 12:51 |
 | Buckler | 3 | 6.25% | 97.8 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 28:18 | 23:57 | 23:57 | 29:13 | 31:44 | 31:44 | 07:47 | 05:45 |
 | Magic Wand | 43 | 89.58% | 95.6 | 41.86% | +41.86% | -5.50% | -5.50% | 0.00% | 10:14 | 01:43 | 05:25 | 08:08 | 12:32 | 36:00 | 07:07 | 05:16 |
 | Arcane Boots | 42 | 87.50% | 93.3 | 40.48% | +23.81% | +4.97% | -10.48% | -4.39% | 12:20 | 04:50 | 10:06 | 11:29 | 13:37 | 26:45 | 03:31 | 02:36 |
 | Magic Stick | 46 | 95.83% | 91.1 | 39.13% | +39.13% | +2.54% | -20.95% | -4.06% | 04:19 | -01:29 | 01:19 | 02:40 | 07:06 | 21:29 | 05:47 | 04:17 |
 | Ghost Scepter | 8 | 16.67% | 88.9 | 62.50% | +30.00% | -12.50% | -12.50% | 0.00% | 34:49 | 23:18 | 24:54 | 33:32 | 40:04 | 42:35 | 15:10 | 11:14 |
 | Boots of Speed | 47 | 97.92% | 86.7 | 38.30% | +38.30% | -4.97% | +3.37% | 2.80% | 05:30 | -01:29 | 03:59 | 05:13 | 06:58 | 10:16 | 02:59 | 02:12 |
 | Chainmail | 6 | 12.50% | 84.4 | 66.67% | +33.34% | +33.33% | +33.33% | 0.00% | 21:19 | 16:41 | 19:07 | 20:24 | 23:29 | 27:29 | 04:22 | 03:14 |
 | Drum of Endurance | 6 | 12.50% | 82.2 | 66.67% | +33.34% | -16.67% | +33.33% | 0.00% | 23:46 | 14:22 | 14:32 | 21:54 | 29:56 | 34:13 | 15:24 | 11:24 |
 | Ring of Protection | 4 | 8.33% | 80.0 | 75.00% | +40.91% | -75.00% | +25.00% | 0.00% | 21:25 | 04:32 | 04:32 | 20:10 | 29:13 | 31:43 | 24:41 | 18:17 |
 | Mekansm | 4 | 8.33% | 77.8 | 75.00% | +40.91% | +25.00% | +25.00% | 0.00% | 24:06 | 19:07 | 19:07 | 22:50 | 25:57 | 28:30 | 06:50 | 05:03 |
 | Blight Stone | 29 | 60.42% | 75.6 | 37.93% | +1.09% | -23.64% | +33.50% | 0.00% | -00:53 | -01:29 | -01:29 | -01:29 | -01:29 | 15:10 | 00:00 | 00:00 |
 | Aether Lens | 19 | 39.58% | 73.3 | 42.11% | +7.63% | -2.11% | -2.11% | 0.00% | 26:04 | 16:01 | 21:58 | 25:18 | 30:06 | 35:44 | 08:08 | 06:01 |
 | Blink Dagger | 19 | 39.58% | 71.1 | 42.11% | +7.63% | -22.11% | +17.89% | 3.54% | 27:39 | 18:19 | 21:30 | 25:47 | 32:48 | 43:46 | 11:18 | 08:22 |
 | Guardian Greaves | 2 | 4.17% | 68.9 | 100.00% | +65.22% | 0.00% | 0.00% | 0.00% | 31:14 | 29:51 | 29:51 | 32:37 | 32:37 | 32:37 | 02:46 | 02:02 |
 | Fluffy Hat | 27 | 56.25% | 66.7 | 37.04% | -1.06% | +5.82% | -8.47% | -2.29% | 21:13 | 11:03 | 16:37 | 20:40 | 22:52 | 40:39 | 06:15 | 04:37 |
 | Headdress | 7 | 14.58% | 64.4 | 57.14% | +22.99% | -57.14% | +42.86% | 5.19% | 12:16 | -01:29 | -01:29 | 19:06 | 20:45 | 25:34 | 22:14 | 16:28 |
 | Aeon Disk | 7 | 14.58% | 62.2 | 57.14% | +22.99% | -57.14% | -7.14% | 3.18% | 43:24 | 31:15 | 34:03 | 40:22 | 49:46 | 60:33 | 15:43 | 11:38 |
 | Force Staff | 22 | 45.83% | 60.0 | 36.36% | -2.10% | +13.64% | -16.36% | -3.03% | 29:06 | 18:03 | 23:47 | 27:58 | 33:41 | 44:13 | 09:54 | 07:20 |
 | Void Stone | 22 | 45.83% | 57.8 | 36.36% | -2.10% | +13.64% | -16.36% | -2.91% | 27:43 | 15:46 | 21:54 | 27:02 | 32:12 | 44:27 | 10:18 | 07:37 |
 | Glimmer Cape | 5 | 10.42% | 55.6 | 60.00% | +25.12% | +40.00% | -60.00% | 0.00% | 28:00 | 17:34 | 17:34 | 32:07 | 34:16 | 36:08 | 16:42 | 12:22 |
 | Aghanim's Shard | 33 | 68.75% | 53.3 | 30.30% | -23.03% | +7.20% | -17.80% | -3.02% | 21:49 | 15:02 | 16:06 | 17:57 | 24:22 | 44:43 | 08:16 | 06:07 |
 | Ethereal Blade | 6 | 12.50% | 51.1 | 50.00% | +14.29% | 0.00% | -50.00% | 0.00% | 36:32 | 25:01 | 33:33 | 35:08 | 41:42 | 43:50 | 08:09 | 06:02 |
 | Tranquil Boots | 7 | 14.58% | 48.9 | 42.86% | +6.27% | +7.14% | +57.14% | 17.34% | 26:02 | 16:18 | 23:34 | 25:58 | 26:27 | 34:21 | 02:53 | 02:08 |
 | Kaya | 7 | 14.58% | 46.7 | 42.86% | +6.27% | +7.14% | -42.86% | -5.69% | 29:35 | 12:17 | 26:25 | 33:05 | 35:12 | 36:10 | 08:47 | 06:30 |
 | Javelin | 1 | 2.08% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:34 | 14:34 | 14:34 | 14:34 | 14:34 | 14:34 | 00:00 | 00:00 |
 | Gleipnir | 1 | 2.08% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 2.08% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 00:00 | 00:00 |
 | Maelstrom | 1 | 2.08% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:51 | 20:51 | 20:51 | 20:51 | 20:51 | 20:51 | 00:00 | 00:00 |
 | Crown | 10 | 20.83% | 35.6 | 30.00% | -9.47% | -30.00% | +20.00% | 4.08% | 18:29 | 09:31 | 10:29 | 17:41 | 22:45 | 33:32 | 12:16 | 09:05 |
 | Rod of Atos | 2 | 4.17% | 33.3 | 50.00% | +13.04% | -50.00% | 0.00% | 0.00% | 24:54 | 22:12 | 22:12 | 27:36 | 27:36 | 27:36 | 05:24 | 04:00 |
 | Solar Crest | 2 | 4.17% | 31.1 | 50.00% | +13.04% | +50.00% | 0.00% | 0.00% | 23:50 | 22:06 | 22:06 | 25:33 | 25:33 | 25:33 | 03:27 | 02:33 |
 | Medallion of Courage | 2 | 4.17% | 28.9 | 50.00% | +13.04% | +50.00% | 0.00% | 0.00% | 19:18 | 17:33 | 17:33 | 21:02 | 21:02 | 21:02 | 03:29 | 02:34 |
 | Octarine Core | 2 | 4.17% | 26.7 | 50.00% | +13.04% | -50.00% | 0.00% | 0.00% | 47:13 | 44:40 | 44:40 | 49:45 | 49:45 | 49:45 | 05:05 | 03:45 |
 | Ring of Basilius | 6 | 12.50% | 24.4 | 16.67% | -23.81% | -16.67% | -16.67% | 0.00% | 17:30 | 06:54 | 10:29 | 12:10 | 22:45 | 33:32 | 12:16 | 09:05 |
 | Veil of Discord | 6 | 12.50% | 22.2 | 16.67% | -23.81% | -16.67% | -16.67% | 0.00% | 19:47 | 11:51 | 12:21 | 17:04 | 24:21 | 33:32 | 12:00 | 08:53 |
 | Orb of Venom | 1 | 2.08% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.08% | 17.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 00:00 | 00:00 |
 | Ring of Health | 1 | 2.08% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.08% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:42 | 58:42 | 58:42 | 58:42 | 58:42 | 58:42 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 2.08% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.08% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 4.17% | 6.7 | 0.00% | -39.13% | 0.00% | 0.00% | 0.00% | 46:07 | 42:55 | 42:55 | 49:19 | 49:19 | 49:19 | 06:24 | 04:44 |
 | Boots of Bearing | 2 | 4.17% | 4.4 | 0.00% | -39.13% | 0.00% | 0.00% | 0.00% | 26:41 | 22:19 | 22:19 | 31:03 | 31:03 | 31:03 | 08:44 | 06:28 |
 | Urn of Shadows | 1 | 2.08% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:03 | 09:03 | 09:03 | 09:03 | 09:03 | 09:03 | 00:00 | 00:00 |