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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 | |
 | Boots of Travel | 8 | 8.33% | 100.0 | 100.00% | +60.23% | 0.00% | 0.00% | 0.00% | 43:32 | 23:48 | 35:33 | 42:54 | 51:35 | 57:45 | 16:02 | 11:52 |
 | Void Stone | 28 | 29.17% | 98.1 | 64.29% | +27.53% | -50.00% | +35.71% | 7.90% | 22:59 | 06:35 | 16:33 | 22:29 | 27:24 | 47:33 | 10:51 | 08:02 |
 | Aether Lens | 17 | 17.71% | 96.3 | 70.59% | +31.35% | -20.59% | +4.41% | 3.51% | 24:59 | 14:57 | 19:09 | 22:45 | 26:16 | 53:10 | 07:07 | 05:16 |
 | Arcane Boots | 50 | 52.08% | 94.4 | 58.00% | +27.57% | +3.54% | +25.33% | 4.97% | 13:30 | 04:53 | 09:59 | 12:40 | 14:22 | 41:07 | 04:23 | 03:14 |
 | Phylactery | 9 | 9.38% | 92.6 | 77.78% | +36.40% | +22.22% | -27.78% | -25.00% | 17:39 | 15:39 | 15:51 | 17:00 | 17:51 | 21:41 | 02:00 | 01:28 |
 | Kaya | 9 | 9.38% | 90.7 | 77.78% | +36.40% | +22.22% | +22.22% | 0.00% | 34:39 | 19:59 | 22:26 | 31:26 | 36:38 | 1:03:41 | 14:12 | 10:31 |
 | Glimmer Cape | 17 | 17.71% | 88.9 | 64.71% | +24.20% | +10.29% | -14.71% | -4.36% | 26:31 | 17:58 | 22:50 | 26:22 | 28:34 | 35:45 | 05:44 | 04:14 |
 | Aeon Disk | 6 | 6.25% | 87.0 | 83.33% | +41.11% | +16.67% | -83.33% | 0.00% | 41:51 | 35:53 | 37:47 | 41:21 | 44:40 | 48:32 | 06:53 | 05:05 |
 | Chainmail | 16 | 16.67% | 85.2 | 62.50% | +21.25% | +37.50% | +12.50% | -5.26% | 15:19 | 08:38 | 10:57 | 13:42 | 15:42 | 29:24 | 04:45 | 03:31 |
 | Boots of Speed | 94 | 97.92% | 83.3 | 44.68% | -5.32% | -3.01% | +3.15% | 1.39% | 08:23 | -01:29 | 04:54 | 06:48 | 09:19 | 43:06 | 04:25 | 03:16 |
 | Diadem | 10 | 10.42% | 81.5 | 70.00% | +28.14% | -3.33% | -20.00% | -5.72% | 15:01 | 11:44 | 13:12 | 14:26 | 16:07 | 21:18 | 02:55 | 02:09 |
 | Blight Stone | 17 | 17.71% | 79.6 | 58.82% | +17.05% | +16.18% | +16.18% | 0.00% | 14:30 | -01:29 | 10:30 | 13:46 | 19:12 | 29:24 | 08:42 | 06:26 |
 | Blink Dagger | 17 | 17.71% | 77.8 | 58.82% | +17.05% | -33.82% | -8.82% | 4.63% | 28:43 | 20:13 | 24:04 | 27:11 | 29:28 | 40:33 | 05:24 | 04:00 |
 | Magic Stick | 80 | 83.33% | 75.9 | 43.75% | -6.25% | -13.75% | -3.75% | 1.49% | 04:28 | -01:29 | -01:29 | 02:34 | 08:12 | 29:13 | 09:41 | 07:10 |
 | Magic Wand | 67 | 69.79% | 74.1 | 44.78% | -0.05% | +2.28% | -21.25% | -4.02% | 08:59 | 01:23 | 04:53 | 07:46 | 10:44 | 29:13 | 05:51 | 04:20 |
 | Ghost Scepter | 15 | 15.63% | 72.2 | 60.00% | +18.02% | +15.00% | +15.00% | 0.00% | 31:54 | 16:18 | 22:56 | 32:46 | 35:59 | 55:07 | 13:03 | 09:40 |
 | Medallion of Courage | 15 | 15.63% | 70.4 | 60.00% | +18.02% | +15.00% | +15.00% | 0.00% | 16:53 | 10:02 | 11:48 | 14:54 | 19:12 | 29:24 | 07:24 | 05:28 |
 | Null Talisman | 46 | 47.92% | 68.5 | 45.65% | +1.65% | +29.35% | -9.29% | -9.70% | 05:58 | -00:08 | 02:42 | 03:58 | 06:41 | 26:44 | 03:59 | 02:57 |
 | Wind Lace | 29 | 30.21% | 66.7 | 48.28% | +5.00% | -5.42% | +8.86% | 1.65% | 15:18 | 05:40 | 10:07 | 13:20 | 18:46 | 31:01 | 08:39 | 06:24 |
 | Ethereal Blade | 7 | 7.29% | 64.8 | 71.43% | +28.73% | +28.57% | +28.57% | 0.00% | 37:25 | 25:34 | 25:52 | 35:57 | 36:22 | 1:02:44 | 10:30 | 07:46 |
 | Solar Crest | 14 | 14.58% | 63.0 | 57.14% | +14.46% | +17.86% | +9.53% | -1.52% | 19:17 | 12:54 | 15:04 | 16:03 | 20:32 | 31:25 | 05:28 | 04:02 |
 | Crown | 39 | 40.63% | 61.1 | 43.59% | -2.02% | +6.41% | +6.41% | 0.00% | 11:12 | -01:29 | 05:54 | 10:17 | 14:44 | 30:32 | 08:50 | 06:32 |
 | Fluffy Hat | 49 | 51.04% | 59.3 | 38.78% | -12.28% | -5.45% | +2.89% | 0.99% | 19:48 | 06:29 | 14:34 | 18:40 | 22:59 | 43:53 | 08:25 | 06:14 |
 | Force Staff | 39 | 40.63% | 57.4 | 38.46% | -10.66% | -8.46% | +11.54% | 2.15% | 27:24 | 14:53 | 21:57 | 25:50 | 31:16 | 46:06 | 09:19 | 06:54 |
 | Drum of Endurance | 4 | 4.17% | 55.6 | 75.00% | +31.52% | -75.00% | +25.00% | 0.00% | 16:25 | 14:09 | 14:09 | 14:30 | 18:06 | 18:53 | 03:57 | 02:55 |
 | Boots of Travel 2 | 4 | 4.17% | 53.7 | 75.00% | +31.52% | -75.00% | +25.00% | 0.00% | 41:10 | 32:56 | 32:56 | 38:42 | 42:08 | 50:53 | 09:12 | 06:48 |
 | Scythe of Vyse | 2 | 2.08% | 51.9 | 100.00% | +56.38% | 0.00% | 0.00% | 0.00% | 39:42 | 34:40 | 34:40 | 44:44 | 44:44 | 44:44 | 10:04 | 07:27 |
 | Sange | 2 | 2.08% | 50.0 | 100.00% | +56.38% | 0.00% | 0.00% | 0.00% | 27:44 | 18:28 | 18:28 | 37:00 | 37:00 | 37:00 | 18:32 | 13:43 |
 | Heaven's Halberd | 2 | 2.08% | 48.1 | 100.00% | +56.38% | 0.00% | 0.00% | 0.00% | 35:20 | 23:34 | 23:34 | 47:05 | 47:05 | 47:05 | 23:31 | 17:25 |
 | Rod of Atos | 8 | 8.33% | 46.3 | 50.00% | +5.68% | 0.00% | 0.00% | 0.00% | 17:15 | 12:53 | 13:50 | 14:41 | 18:29 | 27:28 | 04:39 | 03:26 |
 | Aghanim's Scepter | 12 | 12.50% | 44.4 | 41.67% | -3.57% | +25.00% | -8.34% | -2.82% | 32:32 | 22:49 | 24:54 | 29:27 | 36:44 | 44:55 | 11:50 | 08:45 |
 | Veil of Discord | 14 | 14.58% | 42.6 | 35.71% | -10.63% | +39.29% | -35.71% | -14.42% | 16:23 | 10:26 | 13:18 | 15:23 | 18:30 | 24:19 | 05:12 | 03:51 |
 | Ring of Basilius | 15 | 15.63% | 40.7 | 33.33% | -13.58% | +41.67% | -33.33% | -11.34% | 12:18 | 02:21 | 07:54 | 12:59 | 14:31 | 24:19 | 06:37 | 04:54 |
 | Lotus Orb | 3 | 3.13% | 38.9 | 66.67% | +22.58% | -66.67% | 0.00% | 0.00% | 37:06 | 29:48 | 29:48 | 33:24 | 48:07 | 48:07 | 18:19 | 13:34 |
 | Ring of Health | 3 | 3.13% | 37.0 | 66.67% | +22.58% | -66.67% | 0.00% | 0.00% | 33:21 | 22:17 | 22:17 | 30:13 | 47:33 | 47:33 | 25:16 | 18:42 |
 | Ring of Protection | 8 | 8.33% | 35.2 | 37.50% | -7.95% | +12.50% | -37.50% | -4.27% | 19:49 | 01:45 | 08:00 | 19:00 | 19:42 | 57:31 | 11:42 | 08:40 |
 | Mekansm | 1 | 1.04% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:01 | 17:01 | 17:01 | 17:01 | 17:01 | 17:01 | 00:00 | 00:00 |
 | Bottle | 1 | 1.04% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.04% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:36 | 19:36 | 19:36 | 19:36 | 19:36 | 19:36 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 1.04% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:59 | 45:59 | 45:59 | 45:59 | 45:59 | 45:59 | 00:00 | 00:00 |
 | Headdress | 1 | 1.04% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:39 | 14:39 | 14:39 | 14:39 | 14:39 | 14:39 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.04% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:49 | 24:49 | 24:49 | 24:49 | 24:49 | 24:49 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.04% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:01 | 09:01 | 09:01 | 09:01 | 09:01 | 09:01 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.04% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:47 | 60:47 | 60:47 | 60:47 | 60:47 | 60:47 | 00:00 | 00:00 |
 | Tranquil Boots | 7 | 7.29% | 18.5 | 28.57% | -17.50% | +21.43% | +21.43% | 0.00% | 18:52 | 09:05 | 10:30 | 16:26 | 17:01 | 38:32 | 06:31 | 04:49 |
 | Wraith Band | 2 | 2.08% | 16.7 | 50.00% | +5.32% | +50.00% | 0.00% | 0.00% | 07:36 | 05:05 | 05:05 | 10:07 | 10:07 | 10:07 | 05:02 | 03:43 |
 | Buckler | 2 | 2.08% | 14.8 | 50.00% | +5.32% | +50.00% | 0.00% | 0.00% | 38:24 | 19:17 | 19:17 | 57:31 | 57:31 | 57:31 | 38:14 | 28:19 |
 | Boots of Bearing | 2 | 2.08% | 13.0 | 50.00% | +5.32% | +50.00% | 0.00% | 0.00% | 30:58 | 21:48 | 21:48 | 40:07 | 40:07 | 40:07 | 18:19 | 13:34 |
 | Quelling Blade | 3 | 3.13% | 11.1 | 33.33% | -11.83% | -33.33% | 0.00% | 0.00% | 25:59 | 25:18 | 25:18 | 26:08 | 26:30 | 26:30 | 01:12 | 00:53 |
 | Pavise | 4 | 4.17% | 9.3 | 25.00% | -20.65% | -25.00% | -25.00% | 0.00% | 16:17 | 08:39 | 08:39 | 12:15 | 19:22 | 24:53 | 10:43 | 07:56 |
 | Vladmir's Offering | 1 | 1.04% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.04% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.04% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.04% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:38 | 19:38 | 19:38 | 19:38 | 19:38 | 19:38 | 00:00 | 00:00 |