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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 | |
 | Ghost Scepter | 16 | 17.58% | 100.0 | 81.25% | +38.58% | +18.75% | +18.75% | 0.00% | 33:21 | 22:37 | 28:09 | 33:33 | 35:58 | 45:48 | 07:49 | 05:47 |
 | Holy Locket | 75 | 82.42% | 97.4 | 56.00% | +37.25% | +12.42% | +12.42% | 0.00% | 19:39 | 08:12 | 15:23 | 18:13 | 21:34 | 42:42 | 06:11 | 04:34 |
 | Aghanim's Shard | 53 | 58.24% | 94.7 | 56.60% | +17.13% | +12.63% | +12.63% | 0.00% | 26:08 | 20:00 | 22:21 | 25:59 | 28:19 | 38:18 | 05:58 | 04:25 |
 | Fluffy Hat | 86 | 94.51% | 92.1 | 51.16% | +31.16% | +7.93% | +10.74% | 0.26% | 13:40 | 02:29 | 07:38 | 10:46 | 18:20 | 41:34 | 10:42 | 07:55 |
 | Magic Wand | 90 | 98.90% | 89.5 | 50.00% | +50.00% | -10.87% | 0.00% | 1.84% | 10:14 | 02:26 | 06:54 | 09:08 | 12:48 | 32:51 | 05:54 | 04:22 |
 | Headdress | 91 | 100.00% | 86.8 | 49.45% | +49.45% | -10.32% | -5.97% | 1.45% | 02:08 | -01:29 | -01:29 | -01:29 | 04:29 | 16:02 | 05:58 | 04:25 |
 | Magic Stick | 91 | 100.00% | 84.2 | 49.45% | +49.45% | -5.97% | +7.07% | 4.95% | 02:40 | -01:29 | 00:58 | 02:34 | 03:36 | 12:22 | 02:38 | 01:57 |
 | Ring of Protection | 46 | 50.55% | 81.6 | 54.35% | +9.91% | -12.68% | -8.90% | 1.10% | 06:00 | 00:57 | 04:27 | 05:28 | 07:53 | 11:02 | 03:26 | 02:32 |
 | Soul Ring | 45 | 49.45% | 78.9 | 53.33% | +7.68% | +1.22% | -16.97% | -6.82% | 07:51 | 04:34 | 06:17 | 07:30 | 08:57 | 11:43 | 02:40 | 01:58 |
 | Chainmail | 65 | 71.43% | 76.3 | 49.23% | -0.77% | -17.98% | +7.02% | 2.12% | 17:20 | 06:17 | 10:51 | 15:57 | 22:38 | 39:43 | 11:47 | 08:43 |
 | Mekansm | 58 | 63.74% | 73.7 | 50.00% | +1.52% | -16.67% | -7.14% | 0.92% | 21:07 | 11:22 | 15:38 | 19:24 | 26:02 | 39:43 | 10:24 | 07:42 |
 | Bracer | 10 | 10.99% | 71.1 | 70.00% | +23.09% | +30.00% | -70.00% | -100.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Wind Lace | 4 | 4.40% | 68.4 | 75.00% | +26.72% | +25.00% | -75.00% | -7.48% | 23:57 | 10:11 | 10:11 | 21:42 | 23:33 | 40:21 | 13:22 | 09:54 |
 | Ring of Basilius | 4 | 4.40% | 65.8 | 75.00% | +26.72% | +25.00% | +25.00% | 0.00% | 14:00 | 04:28 | 04:28 | 08:16 | 15:17 | 27:59 | 10:49 | 08:00 |
 | Spirit Vessel | 2 | 2.20% | 63.2 | 100.00% | +51.69% | 0.00% | 0.00% | 0.00% | 22:50 | 19:01 | 19:01 | 26:39 | 26:39 | 26:39 | 07:38 | 05:39 |
 | Boots of Speed | 2 | 2.20% | 60.5 | 100.00% | +51.69% | 0.00% | 0.00% | 0.00% | 17:27 | 10:11 | 10:11 | 24:43 | 24:43 | 24:43 | 14:32 | 10:45 |
 | Urn of Shadows | 2 | 2.20% | 57.9 | 100.00% | +51.69% | 0.00% | 0.00% | 0.00% | 10:24 | 08:43 | 08:43 | 12:04 | 12:04 | 12:04 | 03:21 | 02:28 |
 | Glimmer Cape | 7 | 7.69% | 55.3 | 42.86% | -7.14% | +57.14% | +7.14% | -5.91% | 33:01 | 21:49 | 25:15 | 29:51 | 33:43 | 49:09 | 08:28 | 06:16 |
 | Ring of Health | 7 | 7.69% | 52.6 | 42.86% | -7.14% | +57.14% | +7.14% | -10.20% | 25:30 | 18:35 | 19:57 | 24:06 | 24:51 | 37:22 | 04:54 | 03:37 |
 | Hood of Defiance | 4 | 4.40% | 50.0 | 50.00% | +0.57% | +50.00% | -50.00% | -19.42% | 24:00 | 19:57 | 19:57 | 21:03 | 25:06 | 29:52 | 05:09 | 03:48 |
 | Buckler | 1 | 1.10% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:36 | 29:36 | 29:36 | 29:36 | 29:36 | 29:36 | 00:00 | 00:00 |
 | Sange | 1 | 1.10% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:29 | 48:29 | 48:29 | 48:29 | 48:29 | 48:29 | 00:00 | 00:00 |
 | Bottle | 1 | 1.10% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:04 | 26:04 | 26:04 | 26:04 | 26:04 | 26:04 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.10% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.10% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:27 | 48:27 | 48:27 | 48:27 | 48:27 | 48:27 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.10% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:13 | 49:13 | 49:13 | 49:13 | 49:13 | 49:13 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.10% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:11 | 10:11 | 10:11 | 10:11 | 10:11 | 10:11 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.10% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 00:00 | 00:00 |
 | Void Stone | 5 | 5.49% | 26.3 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 32:25 | 24:31 | 24:31 | 33:19 | 37:22 | 39:19 | 12:51 | 09:31 |
 | Quelling Blade | 5 | 5.49% | 23.7 | 40.00% | -10.00% | -40.00% | +60.00% | 0.00% | 01:09 | -01:29 | -01:29 | -01:29 | -01:29 | 11:42 | 00:00 | 00:00 |
 | Blight Stone | 2 | 2.20% | 21.1 | 50.00% | +0.56% | +50.00% | 0.00% | 0.00% | 28:46 | 23:32 | 23:32 | 33:59 | 33:59 | 33:59 | 10:27 | 07:44 |
 | Solar Crest | 2 | 2.20% | 18.4 | 50.00% | +0.56% | +50.00% | 0.00% | 0.00% | 34:32 | 27:30 | 27:30 | 41:34 | 41:34 | 41:34 | 14:04 | 10:25 |
 | Aeon Disk | 2 | 2.20% | 15.8 | 50.00% | +0.56% | +50.00% | 0.00% | 0.00% | 45:37 | 42:10 | 42:10 | 49:03 | 49:03 | 49:03 | 06:53 | 05:05 |
 | Crown | 2 | 2.20% | 13.2 | 50.00% | +0.56% | +50.00% | 0.00% | 0.00% | 31:28 | 23:33 | 23:33 | 39:23 | 39:23 | 39:23 | 15:50 | 11:43 |
 | Force Staff | 2 | 2.20% | 10.5 | 50.00% | +0.56% | -50.00% | 0.00% | 0.00% | 30:50 | 20:37 | 20:37 | 41:03 | 41:03 | 41:03 | 20:26 | 15:08 |
 | Morbid Mask | 2 | 2.20% | 7.9 | 50.00% | +0.56% | +50.00% | 0.00% | 0.00% | 48:50 | 48:15 | 48:15 | 49:25 | 49:25 | 49:25 | 01:10 | 00:51 |
 | Medallion of Courage | 2 | 2.20% | 5.3 | 50.00% | +0.56% | +50.00% | 0.00% | 0.00% | 28:46 | 23:32 | 23:32 | 33:59 | 33:59 | 33:59 | 10:27 | 07:44 |
 | Lotus Orb | 3 | 3.30% | 2.6 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 39:07 | 38:09 | 38:09 | 39:25 | 39:48 | 39:48 | 01:39 | 01:13 |