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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 | |
 | Aghanim's Shard | 17 | 65.38% | 100.0 | 58.82% | +25.49% | +16.18% | -33.82% | -8.60% | 22:55 | 16:54 | 18:45 | 21:49 | 24:34 | 33:06 | 05:49 | 04:18 |
 | Wind Lace | 25 | 96.15% | 97.8 | 52.00% | +52.00% | +31.33% | -18.67% | -16.85% | 12:16 | 06:22 | 10:29 | 12:53 | 13:27 | 16:47 | 02:58 | 02:11 |
 | Diadem | 23 | 88.46% | 95.6 | 52.17% | +18.84% | +14.50% | -2.17% | -9.35% | 05:39 | 02:29 | 04:38 | 05:57 | 06:25 | 10:02 | 01:47 | 01:19 |
 | Phylactery | 23 | 88.46% | 93.3 | 52.17% | +18.84% | +14.50% | -2.17% | -10.64% | 09:32 | 05:27 | 08:43 | 09:23 | 10:17 | 14:27 | 01:34 | 01:09 |
 | Crown | 26 | 100.00% | 91.1 | 50.00% | +50.00% | +21.43% | -33.33% | -4.99% | 07:52 | 00:17 | 02:19 | 03:58 | 13:17 | 21:24 | 10:58 | 08:07 |
 | Boots of Speed | 26 | 100.00% | 88.9 | 50.00% | +50.00% | -7.14% | 0.00% | 2.66% | 09:28 | 02:44 | 08:21 | 10:09 | 11:02 | 16:03 | 02:41 | 01:59 |
 | Ring of Protection | 14 | 53.85% | 86.7 | 57.14% | +15.47% | +17.86% | -23.81% | -5.01% | 25:30 | 14:14 | 21:38 | 24:30 | 29:57 | 33:38 | 08:19 | 06:09 |
 | Buckler | 14 | 53.85% | 84.4 | 57.14% | +15.47% | +17.86% | -23.81% | -4.82% | 25:49 | 14:14 | 21:38 | 24:35 | 30:17 | 37:03 | 08:39 | 06:24 |
 | Solar Crest | 22 | 84.62% | 82.2 | 50.00% | 0.00% | +50.00% | -30.00% | -52.17% | 14:45 | 06:44 | 13:59 | 14:38 | 15:31 | 23:35 | 01:32 | 01:08 |
 | Blight Stone | 22 | 84.62% | 80.0 | 50.00% | 0.00% | +33.33% | -30.00% | -43.18% | 11:58 | -01:29 | 11:27 | 12:10 | 12:55 | 20:33 | 01:28 | 01:05 |
 | Chainmail | 22 | 84.62% | 77.8 | 50.00% | 0.00% | +33.33% | -30.00% | -24.84% | 11:53 | 03:22 | 10:44 | 11:53 | 13:17 | 19:47 | 02:33 | 01:53 |
 | Medallion of Courage | 22 | 84.62% | 75.6 | 50.00% | 0.00% | +33.33% | -30.00% | -33.93% | 12:29 | 03:51 | 11:29 | 12:21 | 13:21 | 20:48 | 01:52 | 01:22 |
 | Magic Wand | 25 | 96.15% | 73.3 | 48.00% | -52.00% | +2.00% | +35.33% | 0.00% | -01:21 | -01:29 | -01:29 | -01:29 | -01:29 | 01:50 | 00:00 | 00:00 |
 | Ring of Health | 13 | 50.00% | 71.1 | 53.85% | +7.70% | -20.52% | +46.15% | 24.69% | 21:09 | 16:24 | 18:14 | 19:07 | 20:56 | 37:56 | 02:42 | 02:00 |
 | Headdress | 17 | 65.38% | 68.9 | 47.06% | -8.50% | +2.94% | +27.94% | 6.70% | 17:40 | 13:47 | 15:29 | 16:47 | 19:13 | 23:10 | 03:44 | 02:45 |
 | Boots of Bearing | 4 | 15.38% | 66.7 | 75.00% | +29.55% | +25.00% | +25.00% | 0.00% | 32:42 | 21:13 | 21:13 | 24:47 | 29:13 | 55:34 | 08:00 | 05:55 |
 | Void Stone | 4 | 15.38% | 64.4 | 75.00% | +29.55% | +25.00% | +25.00% | 0.00% | 36:55 | 33:38 | 33:38 | 36:34 | 37:57 | 39:30 | 04:19 | 03:11 |
 | Pipe of Insight | 12 | 46.15% | 62.2 | 50.00% | 0.00% | -16.67% | +16.67% | 16.26% | 20:54 | 16:29 | 19:19 | 20:28 | 21:22 | 28:17 | 02:03 | 01:31 |
 | Scythe of Vyse | 2 | 7.69% | 60.0 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 42:38 | 33:38 | 33:38 | 51:38 | 51:38 | 51:38 | 18:00 | 13:20 |
 | Lotus Orb | 2 | 7.69% | 57.8 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 40:20 | 39:55 | 39:55 | 40:44 | 40:44 | 40:44 | 00:49 | 00:36 |
 | Mekansm | 7 | 26.92% | 55.6 | 57.14% | +9.77% | -7.14% | +42.86% | 30.00% | 19:55 | 17:05 | 17:34 | 18:50 | 19:14 | 25:31 | 01:40 | 01:14 |
 | Guardian Greaves | 7 | 26.92% | 53.3 | 57.14% | +9.77% | +42.86% | +42.86% | 0.00% | 24:59 | 22:27 | 22:31 | 23:00 | 25:25 | 30:37 | 02:54 | 02:08 |
 | Aghanim's Scepter | 8 | 30.77% | 51.1 | 50.00% | 0.00% | +50.00% | -50.00% | -9.26% | 30:51 | 16:46 | 23:50 | 30:32 | 34:38 | 41:20 | 10:48 | 08:00 |
 | Assault Cuirass | 5 | 19.23% | 48.9 | 60.00% | +12.38% | +40.00% | +40.00% | 0.00% | 31:31 | 26:44 | 26:44 | 30:51 | 33:37 | 39:07 | 06:53 | 05:05 |
 | Rod of Atos | 5 | 19.23% | 46.7 | 60.00% | +12.38% | +40.00% | +40.00% | 0.00% | 12:26 | 09:08 | 09:08 | 12:44 | 13:23 | 16:41 | 04:15 | 03:08 |
 | Tranquil Boots | 5 | 19.23% | 44.4 | 60.00% | +12.38% | -60.00% | +40.00% | 0.00% | 25:36 | 11:48 | 11:48 | 18:00 | 29:13 | 55:34 | 17:25 | 12:54 |
 | Drum of Endurance | 5 | 19.23% | 42.2 | 60.00% | +12.38% | +40.00% | +40.00% | 0.00% | 26:20 | 11:39 | 11:39 | 17:35 | 41:59 | 47:07 | 30:20 | 22:28 |
 | Arcane Boots | 9 | 34.62% | 40.0 | 44.44% | -8.50% | +5.56% | +5.56% | 0.00% | 19:29 | 05:19 | 16:00 | 19:48 | 21:35 | 30:30 | 05:35 | 04:08 |
 | Black King Bar | 3 | 11.54% | 37.8 | 66.67% | +18.84% | -66.67% | 0.00% | 0.00% | 35:43 | 21:46 | 21:46 | 33:41 | 51:43 | 51:43 | 29:57 | 22:11 |
 | Heaven's Halberd | 3 | 11.54% | 35.6 | 66.67% | +18.84% | +33.33% | 0.00% | 0.00% | 30:03 | 23:33 | 23:33 | 29:48 | 36:47 | 36:47 | 13:14 | 09:48 |
 | Sange | 3 | 11.54% | 33.3 | 66.67% | +18.84% | +33.33% | 0.00% | 0.00% | 27:46 | 20:53 | 20:53 | 25:54 | 36:32 | 36:32 | 15:39 | 11:35 |
 | Vladmir's Offering | 4 | 15.38% | 31.1 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 35:23 | 32:30 | 32:30 | 33:21 | 33:29 | 42:12 | 00:59 | 00:43 |
 | Helm of Iron Will | 1 | 3.85% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:31 | 26:31 | 26:31 | 26:31 | 26:31 | 26:31 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 3.85% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:55 | 39:55 | 39:55 | 39:55 | 39:55 | 39:55 | 00:00 | 00:00 |
 | Nullifier | 1 | 3.85% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 00:00 | 00:00 |
 | Magic Stick | 1 | 3.85% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Wraith Band | 2 | 7.69% | 20.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 02:48 | 02:36 | 02:36 | 03:00 | 03:00 | 03:00 | 00:24 | 00:17 |
 | Morbid Mask | 3 | 11.54% | 17.8 | 33.33% | -18.84% | -33.33% | 0.00% | 0.00% | 35:42 | 32:25 | 32:25 | 32:30 | 42:12 | 42:12 | 09:47 | 07:14 |
 | Ring of Basilius | 3 | 11.54% | 17.8 | 33.33% | -18.84% | -33.33% | 0.00% | 0.00% | 35:42 | 32:25 | 32:25 | 32:30 | 42:12 | 42:12 | 09:47 | 07:14 |
 | Power Treads | 1 | 3.85% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:11 | 37:11 | 37:11 | 37:11 | 37:11 | 37:11 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 3.85% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:15 | 23:15 | 23:15 | 23:15 | 23:15 | 23:15 | 00:00 | 00:00 |
 | Bracer | 1 | 3.85% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:17 | 03:17 | 03:17 | 03:17 | 03:17 | 03:17 | 00:00 | 00:00 |
 | Null Talisman | 1 | 3.85% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:41 | 02:41 | 02:41 | 02:41 | 02:41 | 02:41 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.85% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 00:00 | 00:00 |
 | Cornucopia | 2 | 7.69% | 2.2 | 0.00% | -54.17% | 0.00% | 0.00% | 0.00% | 28:11 | 23:15 | 23:15 | 33:07 | 33:07 | 33:07 | 09:52 | 07:18 |