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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 | |
 | Blink Dagger | 5 | 6.02% | 100.0 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 38:39 | 26:55 | 26:55 | 35:09 | 46:48 | 57:07 | 19:53 | 14:43 |
 | Aghanim's Shard | 8 | 9.64% | 97.4 | 87.50% | +42.17% | +12.50% | +12.50% | 0.00% | 40:30 | 29:17 | 29:32 | 36:52 | 42:07 | 1:03:48 | 12:35 | 09:19 |
 | Arcane Boots | 15 | 18.07% | 94.9 | 73.33% | +29.21% | +1.67% | -23.33% | -8.33% | 15:16 | 09:31 | 12:34 | 15:00 | 15:34 | 34:33 | 03:00 | 02:13 |
 | Black King Bar | 10 | 12.05% | 92.3 | 80.00% | +34.79% | -13.33% | -30.00% | -1.54% | 40:02 | 29:24 | 31:07 | 39:11 | 41:57 | 1:06:01 | 10:50 | 08:01 |
 | Force Staff | 63 | 75.90% | 89.7 | 55.56% | +25.56% | +25.69% | +0.69% | -6.07% | 24:45 | 15:12 | 21:55 | 24:14 | 26:02 | 39:28 | 04:07 | 03:02 |
 | Void Stone | 16 | 19.28% | 87.2 | 68.75% | +23.97% | +6.25% | +6.25% | 0.00% | 38:18 | 22:37 | 32:53 | 35:32 | 39:51 | 1:11:21 | 06:58 | 05:09 |
 | Fluffy Hat | 77 | 92.77% | 84.6 | 50.65% | +17.32% | +1.98% | +1.98% | 0.00% | 14:04 | -01:29 | 11:20 | 13:33 | 16:05 | 28:20 | 04:45 | 03:31 |
 | Boots of Speed | 83 | 100.00% | 82.1 | 49.40% | +49.40% | -16.07% | -1.78% | 3.63% | 07:25 | -01:29 | 05:35 | 06:58 | 09:31 | 13:17 | 03:56 | 02:54 |
 | Glimmer Cape | 19 | 22.89% | 79.5 | 63.16% | +17.85% | +16.84% | -23.16% | -5.22% | 29:21 | 19:04 | 23:20 | 29:12 | 31:00 | 56:10 | 07:40 | 05:40 |
 | Wind Lace | 72 | 86.75% | 76.9 | 50.00% | +4.55% | +5.56% | 0.00% | -1.18% | 10:51 | 02:33 | 07:08 | 09:37 | 11:50 | 36:18 | 04:42 | 03:28 |
 | Magic Stick | 80 | 96.39% | 74.4 | 48.75% | -17.92% | +1.25% | +6.25% | 0.87% | 04:52 | -01:29 | 01:47 | 03:50 | 07:32 | 20:18 | 05:45 | 04:15 |
 | Magic Wand | 65 | 78.31% | 71.8 | 49.23% | -0.77% | +7.02% | +0.77% | -1.47% | 11:05 | 02:41 | 08:28 | 10:59 | 12:43 | 22:06 | 04:15 | 03:08 |
 | Ring of Health | 12 | 14.46% | 69.2 | 66.67% | +20.19% | +33.33% | 0.00% | -3.90% | 39:27 | 21:45 | 31:59 | 37:52 | 40:32 | 1:11:20 | 08:33 | 06:20 |
 | Tranquil Boots | 62 | 74.70% | 66.7 | 45.16% | -16.74% | +4.84% | -11.83% | -3.44% | 14:28 | 06:19 | 10:21 | 12:45 | 15:12 | 38:12 | 04:51 | 03:35 |
 | Mekansm | 3 | 3.61% | 64.1 | 100.00% | +52.50% | 0.00% | 0.00% | 0.00% | 21:10 | 18:25 | 18:25 | 21:28 | 23:38 | 23:38 | 05:13 | 03:51 |
 | Chainmail | 3 | 3.61% | 61.5 | 100.00% | +52.50% | 0.00% | 0.00% | 0.00% | 18:13 | 14:38 | 14:38 | 16:24 | 23:38 | 23:38 | 09:00 | 06:40 |
 | Headdress | 3 | 3.61% | 59.0 | 100.00% | +52.50% | 0.00% | 0.00% | 0.00% | 19:46 | 14:37 | 14:37 | 21:02 | 23:38 | 23:38 | 09:01 | 06:40 |
 | Aether Lens | 5 | 6.02% | 56.4 | 80.00% | +32.56% | +20.00% | +20.00% | 0.00% | 37:31 | 33:08 | 33:08 | 35:50 | 37:27 | 45:46 | 04:19 | 03:11 |
 | Drum of Endurance | 12 | 14.46% | 53.8 | 58.33% | +10.44% | -25.00% | +8.34% | 2.38% | 25:44 | 14:04 | 18:01 | 22:45 | 32:00 | 39:17 | 13:59 | 10:21 |
 | Lotus Orb | 9 | 10.84% | 51.3 | 55.56% | +6.91% | +44.44% | -5.56% | -6.24% | 37:36 | 31:49 | 31:59 | 37:52 | 40:00 | 46:04 | 08:01 | 05:56 |
 | Aeon Disk | 4 | 4.82% | 48.7 | 75.00% | +26.90% | +25.00% | +25.00% | 0.00% | 45:14 | 36:10 | 36:10 | 46:26 | 48:33 | 49:46 | 12:23 | 09:10 |
 | Null Talisman | 2 | 2.41% | 46.2 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 16:34 | 12:31 | 12:31 | 20:36 | 20:36 | 20:36 | 08:05 | 05:59 |
 | Linken's Sphere | 2 | 2.41% | 43.6 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 56:36 | 41:50 | 41:50 | 1:11:21 | 1:11:21 | 1:11:21 | 29:31 | 21:51 |
 | Quelling Blade | 10 | 12.05% | 41.0 | 50.00% | +0.68% | -16.67% | 0.00% | 16.67% | 01:36 | -01:30 | -01:29 | -01:29 | -01:22 | 16:51 | 00:07 | 00:05 |
 | Wraith Band | 7 | 8.43% | 38.5 | 57.14% | +8.46% | +42.86% | -7.14% | -3.70% | 19:36 | 09:37 | 11:43 | 15:54 | 25:13 | 32:27 | 13:30 | 10:00 |
 | Ghost Scepter | 7 | 8.43% | 35.9 | 42.86% | -7.14% | +7.14% | -42.86% | -17.65% | 32:35 | 24:37 | 29:00 | 31:19 | 31:50 | 47:08 | 02:50 | 02:05 |
 | Bracer | 4 | 4.82% | 33.3 | 50.00% | +0.63% | +50.00% | +50.00% | 0.00% | 22:49 | 09:07 | 09:07 | 19:13 | 21:49 | 41:08 | 12:42 | 09:24 |
 | Octarine Core | 1 | 1.20% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 1.20% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:26 | 46:26 | 46:26 | 46:26 | 46:26 | 46:26 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.20% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:46 | 28:46 | 28:46 | 28:46 | 28:46 | 28:46 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.20% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:26 | 15:26 | 15:26 | 15:26 | 15:26 | 15:26 | 00:00 | 00:00 |
 | Bottle | 2 | 2.41% | 20.5 | 50.00% | +0.62% | -50.00% | 0.00% | 0.00% | 37:49 | 31:14 | 31:14 | 44:23 | 44:23 | 44:23 | 13:09 | 09:44 |
 | Ring of Protection | 2 | 2.41% | 17.9 | 50.00% | +0.62% | +50.00% | 0.00% | 0.00% | 39:08 | 28:16 | 28:16 | 50:00 | 50:00 | 50:00 | 21:44 | 16:05 |
 | Buckler | 2 | 2.41% | 17.9 | 50.00% | +0.62% | +50.00% | 0.00% | 0.00% | 39:08 | 28:16 | 28:16 | 50:00 | 50:00 | 50:00 | 21:44 | 16:05 |
 | Ring of Basilius | 1 | 1.20% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:07 | 51:07 | 51:07 | 51:07 | 51:07 | 51:07 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.20% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:11 | 51:11 | 51:11 | 51:11 | 51:11 | 51:11 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.20% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:15 | 48:15 | 48:15 | 48:15 | 48:15 | 48:15 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.20% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:07 | 51:07 | 51:07 | 51:07 | 51:07 | 51:07 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 1.20% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:08 | 54:08 | 54:08 | 54:08 | 54:08 | 54:08 | 00:00 | 00:00 |