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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 | 28 | 71.79% | 100.0 | 71.43% | +44.16% | +14.28% | -14.29% | -4.03% | 09:35 | 02:44 | 05:05 | 07:54 | 12:10 | 23:16 | 07:05 | 05:14 |
 | Void Stone | 20 | 51.28% | 97.9 | 70.00% | +22.63% | -10.00% | +10.00% | 2.17% | 18:28 | 11:18 | 12:57 | 17:03 | 22:11 | 34:00 | 09:14 | 06:50 |
 | Magic Stick | 33 | 84.62% | 95.8 | 63.64% | +30.31% | -1.14% | -26.14% | -4.55% | 04:15 | -01:29 | 01:07 | 02:55 | 06:37 | 18:58 | 05:30 | 04:04 |
 | Eul's Scepter of Divinity | 17 | 43.59% | 93.8 | 70.59% | +20.59% | +4.41% | -20.59% | -3.31% | 20:50 | 14:02 | 16:07 | 19:46 | 23:40 | 31:32 | 07:33 | 05:35 |
 | Boots of Speed | 39 | 100.00% | 91.7 | 58.97% | +58.97% | -8.97% | +31.03% | 11.37% | 05:27 | -01:29 | 03:47 | 05:24 | 07:18 | 16:30 | 03:31 | 02:36 |
 | Wind Lace | 26 | 66.67% | 89.6 | 61.54% | +7.69% | +9.89% | -11.54% | -2.53% | 15:41 | -01:28 | 09:34 | 12:57 | 18:02 | 55:38 | 08:28 | 06:16 |
 | Medallion of Courage | 11 | 28.21% | 87.5 | 72.73% | +19.16% | +27.27% | -6.06% | -2.09% | 18:46 | 04:05 | 05:42 | 14:21 | 21:40 | 55:38 | 15:58 | 11:49 |
 | Blight Stone | 15 | 38.46% | 85.4 | 66.67% | +12.50% | -16.67% | -16.67% | 0.00% | 10:11 | -01:29 | -01:29 | -01:29 | 17:28 | 55:38 | 18:57 | 14:02 |
 | Chainmail | 14 | 35.90% | 83.3 | 64.29% | +8.29% | +35.71% | -30.96% | -5.15% | 18:36 | 03:32 | 09:25 | 20:50 | 22:21 | 41:59 | 12:56 | 09:34 |
 | Arcane Boots | 12 | 30.77% | 81.3 | 66.67% | +11.11% | 0.00% | 0.00% | 0.00% | 19:58 | 09:38 | 11:44 | 16:45 | 23:25 | 39:10 | 11:41 | 08:39 |
 | Ring of Basilius | 3 | 7.69% | 79.2 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 20:23 | 10:25 | 10:25 | 20:47 | 29:58 | 29:58 | 19:33 | 14:28 |
 | Crown | 9 | 23.08% | 77.1 | 66.67% | +10.00% | +33.33% | -16.67% | -2.34% | 25:28 | 09:45 | 12:16 | 22:43 | 33:40 | 55:38 | 21:24 | 15:51 |
 | Ring of Health | 7 | 17.95% | 75.0 | 71.43% | +15.18% | -21.43% | +28.57% | 3.83% | 29:46 | 18:56 | 20:56 | 32:57 | 34:00 | 38:09 | 13:04 | 09:40 |
 | Spirit Vessel | 14 | 35.90% | 72.9 | 57.14% | -2.86% | +17.86% | +42.86% | 10.64% | 16:50 | 13:55 | 15:08 | 16:24 | 17:29 | 21:10 | 02:21 | 01:44 |
 | Ring of Protection | 24 | 61.54% | 70.8 | 50.00% | -23.33% | -16.67% | -16.67% | 0.00% | 05:10 | -01:30 | -01:29 | 06:05 | 09:17 | 18:09 | 10:46 | 07:58 |
 | Urn of Shadows | 23 | 58.97% | 68.8 | 47.83% | -27.17% | +2.17% | -31.16% | -8.93% | 07:16 | 03:38 | 05:00 | 06:41 | 08:44 | 11:48 | 03:44 | 02:45 |
 | Fluffy Hat | 6 | 15.38% | 66.7 | 66.67% | +9.09% | +33.33% | +33.33% | 0.00% | 19:26 | 11:17 | 16:31 | 16:53 | 24:01 | 24:02 | 07:30 | 05:33 |
 | Force Staff | 6 | 15.38% | 64.6 | 66.67% | +9.09% | -16.67% | +33.33% | 6.77% | 22:55 | 17:41 | 20:03 | 20:04 | 27:26 | 28:13 | 07:23 | 05:28 |
 | Morbid Mask | 2 | 5.13% | 62.5 | 100.00% | +43.24% | 0.00% | 0.00% | 0.00% | 27:06 | 24:14 | 24:14 | 29:58 | 29:58 | 29:58 | 05:44 | 04:14 |
 | Drum of Endurance | 2 | 5.13% | 60.4 | 100.00% | +43.24% | 0.00% | 0.00% | 0.00% | 19:58 | 16:14 | 16:14 | 23:42 | 23:42 | 23:42 | 07:28 | 05:31 |
 | Wraith Band | 2 | 5.13% | 58.3 | 100.00% | +43.24% | 0.00% | 0.00% | 0.00% | 03:42 | 01:55 | 01:55 | 05:29 | 05:29 | 05:29 | 03:34 | 02:38 |
 | Solar Crest | 7 | 17.95% | 56.3 | 57.14% | -2.24% | +42.86% | -7.14% | -5.20% | 28:24 | 15:02 | 19:36 | 25:04 | 29:13 | 55:38 | 09:37 | 07:07 |
 | Tranquil Boots | 5 | 12.82% | 54.2 | 60.00% | +1.18% | +40.00% | -60.00% | -11.52% | 19:51 | 11:04 | 11:04 | 17:55 | 19:45 | 33:37 | 08:41 | 06:25 |
 | Blink Dagger | 5 | 12.82% | 52.1 | 60.00% | +1.18% | +40.00% | -60.00% | -11.54% | 28:47 | 23:54 | 23:54 | 29:52 | 32:34 | 33:29 | 08:40 | 06:25 |
 | Aghanim's Scepter | 6 | 15.38% | 50.0 | 50.00% | -10.61% | 0.00% | -50.00% | -4.30% | 31:44 | 20:46 | 21:15 | 22:58 | 32:53 | 1:03:16 | 11:38 | 08:37 |
 | Headdress | 6 | 15.38% | 47.9 | 50.00% | -10.61% | 0.00% | +50.00% | 4.49% | 23:56 | 17:51 | 18:06 | 19:25 | 29:14 | 32:48 | 11:08 | 08:14 |
 | Buckler | 6 | 15.38% | 45.8 | 50.00% | -10.61% | +50.00% | -50.00% | -10.49% | 29:58 | 18:20 | 25:45 | 26:51 | 35:17 | 43:37 | 09:32 | 07:03 |
 | Lotus Orb | 3 | 7.69% | 43.8 | 66.67% | +8.34% | +33.33% | 0.00% | 0.00% | 36:45 | 36:10 | 36:10 | 36:24 | 37:40 | 37:40 | 01:30 | 01:06 |
 | Ethereal Blade | 3 | 7.69% | 41.7 | 66.67% | +8.34% | +33.33% | 0.00% | 0.00% | 42:42 | 41:47 | 41:47 | 42:40 | 43:38 | 43:38 | 01:51 | 01:22 |
 | Ghost Scepter | 4 | 10.26% | 39.6 | 50.00% | -10.00% | -50.00% | -50.00% | 0.00% | 36:15 | 34:57 | 34:57 | 35:00 | 37:28 | 37:36 | 02:31 | 01:51 |
 | Dragon Lance | 1 | 2.56% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:48 | 10:48 | 10:48 | 10:48 | 10:48 | 10:48 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.56% | 35.4 | 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 |
 | Veil of Discord | 1 | 2.56% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 00:00 | 00:00 |
 | Dagon | 1 | 2.56% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 00:00 | 00:00 |
 | Desolator | 1 | 2.56% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:51 | 17:51 | 17:51 | 17:51 | 17:51 | 17:51 | 00:00 | 00:00 |
 | Black King Bar | 1 | 2.56% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.56% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 00:00 | 00:00 |
 | Power Treads | 1 | 2.56% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:41 | 07:41 | 07:41 | 07:41 | 07:41 | 07:41 | 00:00 | 00:00 |
 | Bottle | 1 | 2.56% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:54 | 00:54 | 00:54 | 00:54 | 00:54 | 00:54 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 2.56% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:09 | 20:09 | 20:09 | 20:09 | 20:09 | 20:09 | 00:00 | 00:00 |
 | Mekansm | 5 | 12.82% | 16.7 | 40.00% | -21.76% | -40.00% | -40.00% | 0.00% | 31:09 | 23:06 | 23:06 | 29:14 | 36:04 | 42:22 | 12:58 | 09:36 |
 | Guardian Greaves | 3 | 7.69% | 14.6 | 33.33% | -27.78% | +66.67% | 0.00% | 0.00% | 38:07 | 29:17 | 29:17 | 36:58 | 48:06 | 48:06 | 18:49 | 13:56 |
 | Sange | 1 | 2.56% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:07 | 39:07 | 39:07 | 39:07 | 39:07 | 39:07 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.56% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 2.56% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:45 | 1:15:45 | 1:15:45 | 1:15:45 | 1:15:45 | 1:15:45 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.56% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:22 | 34:22 | 34:22 | 34:22 | 34:22 | 34:22 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.56% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.56% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:30 | 48:30 | 48:30 | 48:30 | 48:30 | 48:30 | 00:00 | 00:00 |