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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 | |
 | Fluffy Hat | 32 | 45.71% | 100.0 | 71.88% | +35.04% | -9.38% | -9.38% | 0.00% | 14:21 | 03:53 | 08:59 | 12:12 | 17:08 | 37:07 | 08:09 | 06:02 |
 | Holy Locket | 41 | 58.57% | 97.6 | 68.29% | +37.26% | +21.71% | -8.29% | -4.15% | 22:14 | 11:40 | 15:56 | 19:57 | 23:10 | 50:09 | 07:14 | 05:21 |
 | Solar Crest | 7 | 10.00% | 95.2 | 85.71% | +36.50% | +14.29% | +14.29% | 0.00% | 31:27 | 20:50 | 24:20 | 29:22 | 33:49 | 45:30 | 09:29 | 07:01 |
 | Magic Stick | 69 | 98.57% | 92.9 | 53.62% | +53.62% | -6.56% | -30.09% | -8.26% | 02:12 | -01:30 | -01:29 | 01:48 | 04:20 | 12:21 | 05:49 | 04:18 |
 | Magic Wand | 69 | 98.57% | 90.5 | 53.62% | +53.62% | +16.97% | -18.33% | -6.79% | 08:06 | 01:42 | 05:11 | 07:56 | 10:23 | 22:16 | 05:12 | 03:51 |
 | Headdress | 70 | 100.00% | 88.1 | 52.86% | +52.86% | +2.70% | -5.80% | -1.62% | 04:59 | -01:29 | 02:05 | 04:26 | 07:19 | 19:00 | 05:14 | 03:52 |
 | Glimmer Cape | 28 | 40.00% | 85.7 | 60.71% | +13.09% | +25.00% | -3.57% | -4.23% | 30:21 | 21:50 | 26:52 | 29:38 | 33:37 | 40:53 | 06:45 | 05:00 |
 | Mekansm | 48 | 68.57% | 83.3 | 54.17% | +4.17% | +20.83% | -12.50% | -6.73% | 15:43 | 09:35 | 12:25 | 15:30 | 17:22 | 26:44 | 04:57 | 03:40 |
 | Chainmail | 50 | 71.43% | 81.0 | 52.00% | -3.00% | +24.92% | -18.67% | -7.01% | 11:17 | 04:32 | 07:46 | 10:22 | 13:59 | 23:51 | 06:13 | 04:36 |
 | Wind Lace | 6 | 8.57% | 78.6 | 83.33% | +33.33% | -33.33% | +16.67% | 5.13% | 26:20 | 14:17 | 23:29 | 23:57 | 33:14 | 38:08 | 09:45 | 07:13 |
 | Ring of Protection | 27 | 38.57% | 76.2 | 55.56% | +4.40% | -12.70% | +1.58% | 1.39% | 13:42 | 03:05 | 06:53 | 09:09 | 17:08 | 50:00 | 10:15 | 07:35 |
 | Blight Stone | 8 | 11.43% | 73.8 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 24:52 | 13:40 | 19:34 | 22:29 | 27:15 | 36:31 | 07:41 | 05:41 |
 | Medallion of Courage | 8 | 11.43% | 71.4 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 25:23 | 13:40 | 19:59 | 23:10 | 27:15 | 36:44 | 07:16 | 05:22 |
 | Buckler | 11 | 15.71% | 69.0 | 63.64% | +12.79% | +36.36% | +3.03% | -2.60% | 28:48 | 15:36 | 20:27 | 26:01 | 33:15 | 50:00 | 12:48 | 09:28 |
 | Pavise | 3 | 4.29% | 66.7 | 100.00% | +49.25% | 0.00% | 0.00% | 0.00% | 19:23 | 17:05 | 17:05 | 20:17 | 20:47 | 20:47 | 03:42 | 02:44 |
 | Crown | 7 | 10.00% | 64.3 | 71.43% | +20.64% | -21.43% | +28.57% | 7.44% | 24:51 | 17:01 | 19:10 | 24:54 | 25:53 | 38:08 | 06:43 | 04:58 |
 | Ring of Health | 5 | 7.14% | 61.9 | 80.00% | +29.23% | +20.00% | -80.00% | 0.00% | 33:33 | 21:20 | 21:20 | 31:26 | 34:16 | 55:00 | 12:56 | 09:34 |
 | Arcane Boots | 5 | 7.14% | 59.5 | 80.00% | +29.23% | +20.00% | -80.00% | 0.00% | 25:38 | 19:49 | 19:49 | 25:09 | 26:34 | 35:14 | 06:45 | 05:00 |
 | Bottle | 5 | 7.14% | 57.1 | 80.00% | +29.23% | +20.00% | +20.00% | 0.00% | 29:08 | 25:11 | 25:11 | 25:46 | 30:56 | 38:10 | 05:45 | 04:15 |
 | Diadem | 15 | 21.43% | 54.8 | 53.33% | +0.60% | +21.67% | -28.33% | -3.69% | 22:05 | 09:59 | 12:28 | 16:34 | 26:00 | 50:08 | 13:32 | 10:01 |
 | Soul Ring | 18 | 25.71% | 52.4 | 50.00% | -3.85% | -10.00% | +25.00% | 16.67% | 10:16 | 06:56 | 08:15 | 08:22 | 10:21 | 19:04 | 02:06 | 01:33 |
 | Ghost Scepter | 8 | 11.43% | 50.0 | 62.50% | +10.89% | +37.50% | -12.50% | -6.82% | 33:00 | 28:02 | 28:11 | 29:00 | 35:31 | 43:53 | 07:20 | 05:25 |
 | Boots of Speed | 6 | 8.57% | 47.6 | 66.67% | +15.11% | +33.33% | -66.67% | -18.07% | 23:02 | 18:03 | 19:23 | 21:00 | 24:55 | 33:15 | 05:32 | 04:05 |
 | Aghanim's Shard | 4 | 5.71% | 45.2 | 75.00% | +23.48% | +25.00% | +25.00% | 0.00% | 23:00 | 21:23 | 21:23 | 22:28 | 22:30 | 25:40 | 01:07 | 00:49 |
 | Guardian Greaves | 4 | 5.71% | 42.9 | 75.00% | +23.48% | +25.00% | -75.00% | 0.00% | 31:47 | 26:34 | 26:34 | 31:09 | 34:10 | 35:14 | 07:36 | 05:37 |
 | Sange | 2 | 2.86% | 40.5 | 100.00% | +48.53% | 0.00% | 0.00% | 0.00% | 28:08 | 25:22 | 25:22 | 30:53 | 30:53 | 30:53 | 05:31 | 04:05 |
 | Void Stone | 7 | 10.00% | 38.1 | 57.14% | +4.76% | +42.86% | -7.14% | -12.45% | 26:57 | 16:56 | 19:55 | 20:26 | 23:56 | 55:00 | 04:01 | 02:58 |
 | Ring of Basilius | 8 | 11.43% | 35.7 | 50.00% | -3.23% | 0.00% | 0.00% | 0.00% | 26:28 | 08:46 | 13:37 | 24:20 | 33:27 | 50:00 | 19:50 | 14:41 |
 | Aeon Disk | 4 | 5.71% | 33.3 | 50.00% | -3.03% | +50.00% | -50.00% | 0.00% | 47:44 | 36:33 | 36:33 | 37:49 | 44:43 | 1:11:52 | 08:10 | 06:02 |
 | Vladmir's Offering | 4 | 5.71% | 31.0 | 50.00% | -3.03% | -50.00% | -50.00% | 0.00% | 38:32 | 26:57 | 26:57 | 35:52 | 41:20 | 50:00 | 14:23 | 10:39 |
 | Null Talisman | 1 | 1.43% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.43% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.43% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.43% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.43% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.43% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:52 | 31:52 | 31:52 | 31:52 | 31:52 | 31:52 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.43% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 00:00 | 00:00 |
 | Morbid Mask | 5 | 7.14% | 11.9 | 40.00% | -13.85% | -40.00% | -40.00% | 0.00% | 42:10 | 26:02 | 26:02 | 41:20 | 50:00 | 58:21 | 23:58 | 17:45 |
 | Bracer | 5 | 7.14% | 9.5 | 40.00% | -13.85% | +60.00% | -40.00% | 0.00% | 15:44 | 05:45 | 05:45 | 09:41 | 18:57 | 38:03 | 13:12 | 09:46 |
 | Quelling Blade | 3 | 4.29% | 7.1 | 33.33% | -20.40% | +66.67% | 0.00% | 0.00% | 32:14 | 24:53 | 24:53 | 34:54 | 36:56 | 36:56 | 12:03 | 08:55 |
 | Lotus Orb | 1 | 1.43% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:00 | 55:00 | 55:00 | 55:00 | 55:00 | 55:00 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.43% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:20 | 46:20 | 46:20 | 46:20 | 46:20 | 46:20 | 00:00 | 00:00 |