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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 | 5 | 9.09% | 100.0 | 100.00% | +64.00% | 0.00% | 0.00% | 0.00% | 39:12 | 23:48 | 23:48 | 37:22 | 47:27 | 51:50 | 23:39 | 17:31 |
 | Aeon Disk | 6 | 10.91% | 97.9 | 83.33% | +46.60% | +16.67% | -83.33% | -14.53% | 41:51 | 35:53 | 37:47 | 41:21 | 44:40 | 48:32 | 06:53 | 05:05 |
 | Chainmail | 16 | 29.09% | 95.8 | 62.50% | +29.17% | +37.50% | +12.50% | -5.26% | 15:19 | 08:38 | 10:57 | 13:42 | 15:42 | 29:24 | 04:45 | 03:31 |
 | Arcane Boots | 28 | 50.91% | 93.8 | 53.57% | +23.94% | +3.57% | +32.14% | 8.75% | 14:36 | 08:13 | 11:19 | 13:24 | 14:35 | 41:07 | 03:16 | 02:25 |
 | Blight Stone | 17 | 30.91% | 91.7 | 58.82% | +24.61% | +16.18% | +16.18% | 0.00% | 14:30 | -01:29 | 10:30 | 13:46 | 19:12 | 29:24 | 08:42 | 06:26 |
 | Medallion of Courage | 15 | 27.27% | 89.6 | 60.00% | +25.00% | +15.00% | +15.00% | 0.00% | 16:53 | 10:02 | 11:48 | 14:54 | 19:12 | 29:24 | 07:24 | 05:28 |
 | Aether Lens | 7 | 12.73% | 87.5 | 71.43% | +33.93% | -21.43% | -21.43% | 0.00% | 30:00 | 19:09 | 21:21 | 28:02 | 31:51 | 53:10 | 10:30 | 07:46 |
 | Magic Wand | 45 | 81.82% | 85.4 | 44.44% | +14.44% | -17.17% | -17.17% | 0.00% | 09:41 | 01:23 | 05:25 | 09:25 | 11:56 | 29:13 | 06:31 | 04:49 |
 | Magic Stick | 51 | 92.73% | 83.3 | 43.14% | +18.14% | -12.37% | +3.01% | 2.06% | 04:50 | -01:29 | -01:29 | 04:49 | 08:58 | 29:13 | 10:27 | 07:44 |
 | Boots of Speed | 54 | 98.18% | 81.3 | 42.59% | +42.59% | -6.88% | +3.56% | 2.90% | 09:11 | -01:29 | 05:43 | 07:19 | 09:19 | 43:06 | 03:36 | 02:40 |
 | Void Stone | 14 | 25.45% | 79.2 | 57.14% | +20.55% | -57.14% | +42.86% | 11.07% | 24:06 | 06:35 | 18:53 | 24:34 | 27:55 | 47:33 | 09:02 | 06:41 |
 | Solar Crest | 14 | 25.45% | 77.1 | 57.14% | +20.55% | +17.86% | +9.53% | -1.52% | 19:17 | 12:54 | 15:04 | 16:03 | 20:32 | 31:25 | 05:28 | 04:02 |
 | Null Talisman | 28 | 50.91% | 75.0 | 46.43% | +9.39% | +25.00% | -32.14% | -19.05% | 04:52 | 00:14 | 02:28 | 03:44 | 05:28 | 17:23 | 03:00 | 02:13 |
 | Wind Lace | 23 | 41.82% | 72.9 | 47.83% | +10.33% | -14.50% | +2.17% | 1.84% | 15:46 | 05:40 | 10:07 | 13:20 | 19:12 | 31:01 | 09:05 | 06:43 |
 | Glimmer Cape | 10 | 18.18% | 70.8 | 60.00% | +22.22% | +6.67% | -10.00% | -4.33% | 26:45 | 17:59 | 24:43 | 26:22 | 28:34 | 35:45 | 03:51 | 02:51 |
 | Ghost Scepter | 8 | 14.55% | 68.8 | 62.50% | +24.20% | +37.50% | +37.50% | 0.00% | 29:09 | 16:18 | 18:52 | 22:56 | 31:41 | 55:07 | 12:49 | 09:29 |
 | Force Staff | 25 | 45.45% | 66.7 | 44.00% | +4.00% | +6.00% | +22.67% | 2.19% | 28:39 | 21:01 | 23:57 | 27:54 | 31:34 | 43:46 | 07:37 | 05:38 |
 | Phylactery | 6 | 10.91% | 64.6 | 66.67% | +27.89% | -16.67% | -66.67% | -12.05% | 18:23 | 16:16 | 16:36 | 17:08 | 20:45 | 21:41 | 04:09 | 03:04 |
 | Diadem | 6 | 10.91% | 62.5 | 66.67% | +27.89% | +33.33% | -66.67% | -32.61% | 15:01 | 11:44 | 13:03 | 13:26 | 16:07 | 21:18 | 03:04 | 02:16 |
 | Blink Dagger | 6 | 10.91% | 60.4 | 66.67% | +27.89% | -66.67% | +33.33% | 7.59% | 28:58 | 21:42 | 24:04 | 25:25 | 37:15 | 39:06 | 13:11 | 09:45 |
 | Fluffy Hat | 31 | 56.36% | 58.3 | 38.71% | -7.12% | -13.71% | +11.29% | 3.33% | 19:45 | 07:34 | 15:17 | 18:40 | 22:48 | 39:31 | 07:31 | 05:34 |
 | Ring of Health | 2 | 3.64% | 56.3 | 100.00% | +60.38% | 0.00% | 0.00% | 0.00% | 38:53 | 30:13 | 30:13 | 47:33 | 47:33 | 47:33 | 17:20 | 12:50 |
 | Heaven's Halberd | 2 | 3.64% | 54.2 | 100.00% | +60.38% | 0.00% | 0.00% | 0.00% | 35:20 | 23:34 | 23:34 | 47:05 | 47:05 | 47:05 | 23:31 | 17:25 |
 | Ethereal Blade | 2 | 3.64% | 52.1 | 100.00% | +60.38% | 0.00% | 0.00% | 0.00% | 44:09 | 25:34 | 25:34 | 1:02:44 | 1:02:44 | 1:02:44 | 37:10 | 27:31 |
 | Sange | 2 | 3.64% | 50.0 | 100.00% | +60.38% | 0.00% | 0.00% | 0.00% | 27:44 | 18:28 | 18:28 | 37:00 | 37:00 | 37:00 | 18:32 | 13:43 |
 | Lotus Orb | 2 | 3.64% | 47.9 | 100.00% | +60.38% | 0.00% | 0.00% | 0.00% | 40:46 | 33:24 | 33:24 | 48:07 | 48:07 | 48:07 | 14:43 | 10:54 |
 | Crown | 22 | 40.00% | 45.8 | 36.36% | -9.09% | -3.03% | +3.64% | 0.73% | 13:32 | 04:51 | 07:39 | 10:31 | 16:44 | 30:32 | 09:05 | 06:43 |
 | Drum of Endurance | 3 | 5.45% | 43.8 | 66.67% | +26.29% | -66.67% | 0.00% | 0.00% | 17:03 | 14:09 | 14:09 | 18:06 | 18:53 | 18:53 | 04:44 | 03:30 |
 | Boots of Travel 2 | 3 | 5.45% | 41.7 | 66.67% | +26.29% | -66.67% | 0.00% | 0.00% | 41:59 | 32:56 | 32:56 | 42:08 | 50:53 | 50:53 | 17:57 | 13:17 |
 | Tranquil Boots | 4 | 7.27% | 39.6 | 50.00% | +8.82% | -50.00% | -50.00% | 0.00% | 21:49 | 09:05 | 09:05 | 10:30 | 29:08 | 38:32 | 20:03 | 14:51 |
 | Kaya | 1 | 1.82% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 00:00 | 00:00 |
 | Headdress | 1 | 1.82% | 35.4 | 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 |
 | Urn of Shadows | 1 | 1.82% | 33.3 | 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 |
 | Spirit Vessel | 1 | 1.82% | 31.3 | 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 |
 | Buckler | 1 | 1.82% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:17 | 19:17 | 19:17 | 19:17 | 19:17 | 19:17 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.82% | 27.1 | 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 |
 | Guardian Greaves | 1 | 1.82% | 25.0 | 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 |
 | Ring of Protection | 6 | 10.91% | 22.9 | 33.33% | -9.53% | +16.67% | -33.33% | -4.27% | 13:40 | 01:45 | 08:00 | 11:12 | 19:42 | 22:06 | 11:42 | 08:40 |
 | Boots of Bearing | 2 | 3.64% | 20.8 | 50.00% | +8.49% | +50.00% | 0.00% | 0.00% | 30:58 | 21:48 | 21:48 | 40:07 | 40:07 | 40:07 | 18:19 | 13:34 |
 | Quelling Blade | 2 | 3.64% | 18.8 | 50.00% | +8.49% | -50.00% | 0.00% | 0.00% | 25:43 | 25:18 | 25:18 | 26:08 | 26:08 | 26:08 | 00:50 | 00:37 |
 | Aghanim's Scepter | 4 | 7.27% | 16.7 | 25.00% | -18.14% | -25.00% | -25.00% | 0.00% | 37:48 | 28:44 | 28:44 | 36:44 | 40:47 | 44:55 | 12:03 | 08:55 |
 | Wraith Band | 1 | 1.82% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:07 | 10:07 | 10:07 | 10:07 | 10:07 | 10:07 | 00:00 | 00:00 |
 | Ring of Basilius | 6 | 10.91% | 12.5 | 0.00% | -46.94% | 0.00% | 0.00% | 0.00% | 15:17 | 07:54 | 13:55 | 13:57 | 16:31 | 24:19 | 02:36 | 01:55 |
 | Rod of Atos | 2 | 3.64% | 10.4 | 0.00% | -43.40% | 0.00% | 0.00% | 0.00% | 17:19 | 16:09 | 16:09 | 18:29 | 18:29 | 18:29 | 02:20 | 01:43 |
 | Veil of Discord | 6 | 10.91% | 8.3 | 0.00% | -46.94% | 0.00% | 0.00% | 0.00% | 18:24 | 13:18 | 15:23 | 15:46 | 23:25 | 24:19 | 08:02 | 05:57 |
 | Eul's Scepter of Divinity | 1 | 1.82% | 6.3 | 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 |
 | Soul Ring | 1 | 1.82% | 4.2 | 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 |
 | Pavise | 3 | 5.45% | 2.1 | 0.00% | -44.23% | 0.00% | 0.00% | 0.00% | 15:16 | 08:39 | 08:39 | 12:15 | 24:53 | 24:53 | 16:14 | 12:01 |